JP2003016374A - Evaluating method and drawing-up method for power generating facility plan, and program - Google Patents
Evaluating method and drawing-up method for power generating facility plan, and programInfo
- Publication number
- JP2003016374A JP2003016374A JP2001197167A JP2001197167A JP2003016374A JP 2003016374 A JP2003016374 A JP 2003016374A JP 2001197167 A JP2001197167 A JP 2001197167A JP 2001197167 A JP2001197167 A JP 2001197167A JP 2003016374 A JP2003016374 A JP 2003016374A
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- power
- power generation
- generation facility
- demand
- plan
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- 238000000034 method Methods 0.000 title claims abstract description 118
- 238000010248 power generation Methods 0.000 claims abstract description 203
- 238000011156 evaluation Methods 0.000 claims abstract description 128
- 230000008569 process Effects 0.000 claims description 35
- 230000008859 change Effects 0.000 claims description 25
- 238000012545 processing Methods 0.000 claims description 16
- 238000010276 construction Methods 0.000 claims description 5
- 238000005457 optimization Methods 0.000 claims description 2
- 230000002860 competitive effect Effects 0.000 abstract 1
- 238000013210 evaluation model Methods 0.000 description 49
- 230000008439 repair process Effects 0.000 description 19
- 239000000446 fuel Substances 0.000 description 16
- 230000007613 environmental effect Effects 0.000 description 15
- 238000010586 diagram Methods 0.000 description 12
- 239000000126 substance Substances 0.000 description 10
- 238000013461 design Methods 0.000 description 8
- 238000009472 formulation Methods 0.000 description 7
- 238000012423 maintenance Methods 0.000 description 7
- 239000000203 mixture Substances 0.000 description 7
- 230000005611 electricity Effects 0.000 description 6
- 238000007689 inspection Methods 0.000 description 6
- 238000012986 modification Methods 0.000 description 6
- 230000004048 modification Effects 0.000 description 6
- 230000029305 taxis Effects 0.000 description 4
- 238000004364 calculation method Methods 0.000 description 3
- 230000000694 effects Effects 0.000 description 3
- 230000000052 comparative effect Effects 0.000 description 2
- 238000009434 installation Methods 0.000 description 2
- 238000007796 conventional method Methods 0.000 description 1
- 238000011234 economic evaluation Methods 0.000 description 1
- 239000003256 environmental substance Substances 0.000 description 1
- 238000012821 model calculation Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 238000012502 risk assessment Methods 0.000 description 1
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Abstract
Description
【0001】[0001]
【発明の属する技術分野】本発明は、火力発電所などの
発電設備の計画を策定し、評価する方法に係り、特に発
電所の発電設備計画の評価方法、発電設備計画の策定方
法及びプログラムに関する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a method for formulating and evaluating a plan for power generation equipment such as a thermal power plant, and more particularly to a method for evaluating a power generation facility plan for a power station, a method for formulating a power generation facility plan, and a program. .
【0002】[0002]
【従来の技術】従来、火力発電所などの発電設備を計画
する場合、人口増加や景気予測等の経済的な予測値から
最大需要予測を判断し、これに電力価格や燃料費等の経
済性を考慮することで発電設備の収益性を評価してい
た。この一連の評価において、経済性の評価は、一般
に、現在価値法や投下資本利益率法と呼ばれる手法が用
いられている。2. Description of the Related Art Conventionally, when planning power generation facilities such as thermal power plants, the maximum demand forecast is judged from economic forecast values such as population increase and economic forecast, and the economic efficiency such as electricity price and fuel cost The profitability of the power generation equipment was evaluated by taking into consideration. In this series of evaluations, the economic evaluation generally uses a method called the present value method or the return on invested capital method.
【0003】この経済性の評価を組み込んだ、従来の発
電設備計画の評価法を図13に示す。同図において、地
域経済モデル101により、該当する地域の人口増加や
経済伸びなどの電力需要に関連する経済要因が予測され
る。需要予測モデル102では、人口数やGNPなどの
経済状態を表す変数をもとに経済予測が行われ、年度毎
の電力需要が作成される。また、設備計画モデル103
では、現在の発電設備の点検計画や保修計画、新たに建
設する発電設備、これらの設備の利用率などから発電設
備の供給可能容量が求められる。次いで、需要・供給評
価モデル104により、需要予測モデル102で予測さ
れた年度毎の電力需要と設備計画モデル103で求めた
電力供給可能容量とが比較され、需要と供給可能容量と
に基づき電力供給可否及び供給可能電力量が評価され
る。FIG. 13 shows a conventional method for evaluating a power generation facility plan, which incorporates this evaluation of economic efficiency. In the figure, the regional economic model 101 predicts economic factors related to power demand such as population increase and economic growth in the relevant region. In the demand forecasting model 102, economic forecasting is performed based on variables representing economic conditions such as the number of people and GNP, and electric power demand for each year is created. In addition, the equipment planning model 103
Then, the available supply capacity of the power generation facility is determined from the current inspection plan and maintenance plan of the power generation facility, the new power generation facility to be constructed, and the utilization rate of these facilities. Next, the demand / supply evaluation model 104 compares the electric power demand for each year predicted by the demand prediction model 102 with the electric power supplyable capacity obtained by the facility planning model 103, and supplies electric power based on the demand and the supplyable capacity. The availability and the amount of power that can be supplied are evaluated.
【0004】さらに、図13の評価法では、将来の燃料
価格を予測する燃料価格モデル105、人件費や税金な
どの経費を予測する経費モデル106、及び、設備計画
モデル103で求めた設備補修計画をもとに将来の設備
補修費を求める設備補修費モデル107が用意されてい
る。この各モデル105〜107によって将来の発電コ
ストを求めるためのデータが予測される。また、電力価
格モデル108も用意されており、このモデル108に
より契約内容毎の将来の電力価格が予測される。最後
に、利益・コスト評価モデル109により、発電コスト
を求めるための予測データ、電力価格の予測データ、及
び需要・供給評価モデル104で予測した発電電力量を
統合して発電事業による収益計画が評価される。Further, in the evaluation method of FIG. 13, a fuel price model 105 for predicting future fuel prices, an expense model 106 for predicting expenses such as personnel expenses and taxes, and an equipment repair plan obtained by the equipment planning model 103. An equipment repair cost model 107 is prepared for obtaining a future equipment repair cost based on the above. Data for obtaining a future power generation cost is predicted by each of the models 105 to 107. Further, a power price model 108 is also prepared, and a future power price for each contract content is predicted by this model 108. Finally, the profit / cost evaluation model 109 integrates the prediction data for obtaining the power generation cost, the power price prediction data, and the generated power amount predicted by the demand / supply evaluation model 104 to evaluate the profit plan by the power generation business. To be done.
【0005】[0005]
【発明が解決しようとする課題】しかしながら、上述し
た図13に記載の発電設備計画の評価法によれば、経済
予測に基づいて需要に対する発電所設備計画を定量的に
評価することはできるが、電力の安定供給に関するリス
クの評価や、環境への対応などの社会的な情勢の変化に
対する評価のファクタは反映されておらず、そのような
評価は行うことができない。また、上述した評価法に拠
る評価は、想定した予測データが常に正確であるという
仮定の下になされることから、予測の不確かさは考慮さ
れていない。さらに、発電設備計画の策定は、人間が上
述の評価に基づいて行っており、必ずしも評価に対して
常に最適なものになっているという保障はない。However, according to the evaluation method of the power generation facility plan shown in FIG. 13 described above, the power plant facility plan with respect to the demand can be quantitatively evaluated based on the economic forecast. Such factors cannot be evaluated because the factors for evaluating the risk of stable supply of electricity and the changes in social conditions such as environmental response are not reflected. Further, since the evaluation based on the above-mentioned evaluation method is performed under the assumption that the assumed prediction data is always accurate, the uncertainty of the prediction is not taken into consideration. Furthermore, the power generation facility plan is formulated by humans based on the above evaluation, and there is no guarantee that it will always be optimal for the evaluation.
【0006】本発明は、上述した従来の発電設備計画の
評価方法及びその策定方法に鑑みてなされたもので、近
年の発電設備計画に必要な要因である、安定供給に関す
るリスク評価や環境への影響を考慮した発電設備計画の
評価方法及び策定方法を提供することを目的とする。The present invention has been made in view of the above-described conventional power generation equipment plan evaluation method and its formulation method, and is a factor necessary for the recent power generation equipment plan, such as risk assessment regarding stable supply and environmental protection. The objective is to provide a method for evaluating and formulating a power generation facility plan that considers the impact.
【0007】また、本発明の他の目的は、かかる発電設
備計画の評価に用いる予測データの不確かさをも考慮し
た発電設備計画の評価方法及び策定方法を提供すること
にある。Another object of the present invention is to provide a method for evaluating a power generation facility and a method for formulating the power generation facility plan in consideration of the uncertainty of the forecast data used for evaluating the power generation facility plan.
【0008】さらに、本発明の別の目的は、発電設備計
画の評価結果を最適化させて、常に最適な状態で作成さ
れる発電設備計画の策定方法及びプログラムを提供する
ことにある。Further, another object of the present invention is to provide a method and program for formulating a power generation facility plan which is optimized in an optimum state by evaluating the evaluation result of the power generation facility plan.
【0009】[0009]
【課題を解決するための手段】上述した各種の目的を達
成するため、請求項1に記載の発明によれば、発電設備
計画の評価方法が提供される。この評価方法は、発電設
備に対する需要電力を予測し、前記需要電力と供給可能
電力とを比較して電力供給の可否及び発電電力量を評価
し、前記発電電力量と経済性の予測情報とに基づいて当
該発電設備による発電事業の収益性を評価するという基
本構成を採る。この評価において、前記需要電力の予測
に、前記発電設備に対する1日の電力の負荷変化を考慮
する処理が含まれる。これにより、従来から行われてい
た需要予測に加え、1日の間における電力の需要変化を
加味して、発電設備計画が評価される。In order to achieve the various objects described above, the invention according to claim 1 provides a method for evaluating a power generation facility plan. This evaluation method predicts the demand power for the power generation facility, compares the demand power and the available power to evaluate the availability of power supply and the amount of power generation, and obtains the power generation amount and the prediction information of economic efficiency. Based on this, the basic structure of evaluating the profitability of the power generation business using the power generation equipment will be adopted. In this evaluation, the prediction of the demand power includes a process of considering a daily load change of the power generation equipment. As a result, the power generation facility plan is evaluated by taking into consideration the demand change that has been conventionally performed and the change in the demand for electric power during one day.
【0010】また、請求項2に記載の発明によれば、上
述した基本構成に拠る評価手順において、前記電力供給
の可否及び発電電力量の評価に、前記発電設備の信頼性
を考慮する処理が含まれる。これにより、従来から行わ
れていた需要予測に加え、安定供給に関するリスクを設
備の信頼性評価モデルとして加味して、発電設備計画が
評価される。According to the second aspect of the present invention, in the evaluation procedure based on the above-described basic configuration, the process of considering the reliability of the power generation equipment in the evaluation of the availability of the power supply and the generated power amount. included. As a result, the power generation facility plan is evaluated by taking into consideration the risk related to stable supply as a facility reliability evaluation model, in addition to the demand forecast that has been performed conventionally.
【0011】さらに、請求項3に記載の発明によれば、
上述した基本構成に拠る評価手順において、前記電力供
給の可否及び供給可能電力量の評価に、環境に関する前
記発電設備の運転上の制約を考慮する処理が含まれる。
これにより、従来から行われていた需要と経済性の予測
に加え、環境に影響を与えるNOx、SO2、CO2な
どの物質(以下、環境影響物質と呼ぶ)の排出量に制約
を加えた状態で運用するときの発電設備計画が評価され
る。Further, according to the invention of claim 3,
In the evaluation procedure based on the basic configuration described above, the evaluation of the availability of power supply and the available power amount includes a process of considering an operational constraint of the power generation facility regarding the environment.
As a result, in addition to the conventional forecast of demand and economic efficiency, the amount of emissions of substances that affect the environment such as NOx, SO2, and CO2 (hereinafter referred to as environmental impact substances) is restricted. The power plant plan for operation will be evaluated.
【0012】さらに、請求項4に記載の発明によれば、
上述した基本構成に拠る評価手順において、前記需要電
力の予測に、他社との競争力の比較情報を考慮する処理
が含まれる。これにより、従来から行われていた需要予
測に加え、他社との競争力が評価モデルとして加味され
て、発電設備計画が評価される。Further, according to the invention of claim 4,
In the evaluation procedure based on the basic configuration described above, the process of considering the comparative information of competitiveness with other companies is included in the prediction of the demand power. As a result, the power generation facility plan is evaluated by adding the competitiveness with other companies as an evaluation model in addition to the demand forecast that has been performed conventionally.
【0013】さらに、請求項5に記載の発明によれば、
上述した基本構成に拠る評価手順において、前記発電設
備に対する1日の電力の負荷変化を考慮して前記需要電
力を予測する処理、他社との競争力の比較情報を考慮し
て前記需要電力を予測する処理、前記発電設備の信頼性
を考慮して前記電力供給の可否及び供給可能電力量を評
価する処理、及び、環境に関する前記発電設備の運転上
の制約を考慮して前記電力供給の可否及び供給可能電力
量を評価する処理のうち、少なくとも2つの処理が含ま
れる。これにより、従来から行われていた需要予測に加
え、1日の間における電力負荷の変化、安定供給に関す
るリスク、環境に影響を与える環境影響物質による運転
の制約、及び、他社との競争力の比較などを任意に組み
合わせたファクタが需要予測モデルに考慮され、この考
慮結果に基づいて発電設備計画が評価される。Further, according to the invention of claim 5,
In the evaluation procedure based on the basic configuration described above, a process of predicting the demand power in consideration of the load change of the power to the power generation facility for one day, and predicting the demand power in consideration of comparative information of competitiveness with other companies. Processing, a process of evaluating whether or not the power supply is possible and the amount of power that can be supplied in consideration of the reliability of the power generation facility, and whether or not the power supply is possible in consideration of operational constraints of the power generation facility with respect to the environment. At least two processes are included in the process of evaluating the available power supply amount. As a result, in addition to the conventional demand forecast, changes in power load during one day, risks related to stable supply, operational restrictions due to environmental impact substances that affect the environment, and competitiveness with other companies Factors that arbitrarily combine comparisons are considered in the demand forecast model, and the power generation facility plan is evaluated based on the result of this consideration.
【0014】また、請求項6に記載の発明によれば、上
述した各構成において、前記電力供給の可否及び発電電
力量の評価を担うモデル及び前記発電事業の収益性の評
価を担うモデルは、評価に使用する情報の不確かさを考
慮した評価を行うように構成される。この結果、従来か
ら行われていた確定的な需要予測に加え、予測の不確か
さが加味されて、発電設備計画が評価される。Further, according to the invention described in claim 6, in each of the above-mentioned configurations, a model for evaluating whether or not the electric power can be supplied and the amount of generated electric power and a model for evaluating the profitability of the power generation business are: It is configured to perform the evaluation in consideration of the uncertainty of the information used for the evaluation. As a result, the power generation facility plan is evaluated by taking into account the uncertainty of the forecast, in addition to the definite demand forecast that has been performed conventionally.
【0015】一方、請求項7及び8に記載の発明によ
り、発電設備計画の策定方法が提供される。この策定方
法では、発電設備に対する需要電力を予測し、前記需要
電力と供給可能電力とを比較して電力供給の可否及び発
電電力量を評価し、前記発電電力量と経済性の予測情報
とに基づいて当該発電設備による発電事業の収益性を評
価するようにしている。このとき、前記電力供給の可否
及び発電電力量の評価結果と前記収益性の評価結果とを
最適化させて前記発電設備の建設計画に対する指標が作
られる。例えば、前記発電設備に対する1日の電力の負
荷変化を考慮して前記需要電力を予測する処理、前記発
電設備の信頼性を考慮して前記電力供給の可否及び供給
可能電力量を評価する処理、及び、環境に関する前記発
電設備の運転上の制約を考慮して前記電力供給の可否及
び供給可能電力量を評価する処理のうち、少なくとも1
つの処理が含まれる。このため、需要・供給についての
評価と利益・コストについての評価が定量的な指標に表
わされる。発電設備計画のなかの設定項目をパラメータ
にして、評価指標が最適(評価指数の設定の仕方により
最大あるいは最小になる)になるパラメータが求められ
る。On the other hand, the invention according to claims 7 and 8 provides a method for formulating a power generation facility plan. In this formulating method, the demand power for the power generation equipment is predicted, and the demand power and the available power are compared to evaluate the availability of power supply and the power generation amount, and the power generation amount and the prediction information of economic efficiency are obtained. Based on this, the profitability of the power generation business using the power generation equipment is evaluated. At this time, an index for the construction plan of the power generation facility is created by optimizing the evaluation result of the power supply availability and the generated power amount and the evaluation result of the profitability. For example, a process of predicting the demand power in consideration of a daily load change of the power generation facility, a process of evaluating whether or not the power supply is possible and the available power amount in consideration of the reliability of the power generation facility, And at least one of the processes of evaluating whether or not the power can be supplied and the amount of power that can be supplied in consideration of the operational constraint of the power generation facility regarding the environment.
One process is included. Therefore, evaluation of supply / demand and evaluation of profit / cost are expressed as quantitative indicators. Using the setting items in the power generation facility plan as parameters, the parameter with which the evaluation index is optimum (maximum or minimum depending on how the evaluation index is set) is obtained.
【0016】また、請求項9に記載の発明によれば、上
述した策定方法の基本構成において、前記最適化の処理
は、前記電力供給の可否及び発電電力量の評価結果、前
記収益性の評価結果、及び他社との競争力の評価結果を
最適化させて前記発電設備の建設計画に対する指標が作
られる。これにより、請求項7及び8による需要・供給
についての評価と利益・コストについての評価とに加
え、競争力が定量的な指標に表わされて評価に加えら
れ、評価指標を最適とするパラメータが求められる。According to a ninth aspect of the present invention, in the basic configuration of the above-described formulation method, the optimization process is performed based on whether or not the power supply is possible, the evaluation result of the generated power amount, and the profitability evaluation. An index for the construction plan of the power generation facility is created by optimizing the result and the evaluation result of the competitiveness with other companies. As a result, in addition to the demand / supply evaluation and profit / cost evaluation according to claims 7 and 8, competitiveness is expressed as a quantitative index and is added to the evaluation, and the parameter that optimizes the evaluation index. Is required.
【0017】請求項10に記載の発明によれば、上述し
た策定方法の基本構成において、前記電力供給の可否及
び発電電力量の評価及び前記発電事業の収益性の評価
は、評価に使用する情報の不確かさを考慮して行われ
る。これにより、確定的な評価指標に加え、予測の不確
かさの評価から得られる評価指標が加味され、評価指標
を最適にする発電設備に関するパラメータを求められ
る。According to the tenth aspect of the invention, in the basic configuration of the above-mentioned formulation method, the availability of the power supply, the evaluation of the amount of power generation, and the profitability of the power generation business are information used for the evaluation. The uncertainty is taken into consideration. As a result, in addition to the deterministic evaluation index, the evaluation index obtained from the evaluation of the uncertainty of the prediction is added, and the parameter relating to the power generation equipment that optimizes the evaluation index can be obtained.
【0018】なお、請求項11及び12には、本発明の
発電設備計画の評価方法及びその策定方法を実行するた
めの、コンピュータにより読み取り可能なプログラムも
提供される。[0018] The eleventh and twelfth aspects of the present invention also provide a computer-readable program for executing the power generation equipment plan evaluation method and method of formulating the present invention.
【0019】[0019]
【発明の実施の形態】以下、添付図面を参照しながら本
発明の実施の形態を説明する。なお、以下の説明におい
て、従来の評価方法を説明するための図13に記載した
構成要素(処理及びモデル)と同一又は同等の構成要素
には同一符号を用いて、その説明を省略又は簡単化す
る。また、発電設備として、火力発電設備を想定する。BEST MODE FOR CARRYING OUT THE INVENTION Embodiments of the present invention will be described below with reference to the accompanying drawings. In the following description, the same or equivalent components as the components (process and model) described in FIG. 13 for explaining the conventional evaluation method will be denoted by the same reference numerals, and the description thereof will be omitted or simplified. To do. Moreover, a thermal power generation facility is assumed as the power generation facility.
【0020】(1)第1の実施形態
図1及び2に基づいて、本発明の第1の実施形態に係る
発電設備計画の評価方法を説明する。(1) First Embodiment A method for evaluating a power generation facility plan according to the first embodiment of the present invention will be described with reference to FIGS.
【0021】図1は、この評価方法で実施される評価法
の構成及び手順概略を説明する説明図である。この発電
設備計画の評価方法は、一例として、図2に示すように
構成されたコンピュータシステム10で実施される。FIG. 1 is an explanatory view for explaining the structure and procedure of the evaluation method implemented by this evaluation method. As an example, this power generation facility plan evaluation method is implemented by the computer system 10 configured as shown in FIG.
【0022】このコンピュータシステム10は、演算装
置としてのCPU装置11と、このCPU装置11に接
続された記録媒体12、入力装置13、表示装置14、
及び出力装置としてのプリンタ15を備える。記録媒体
12には、第1の実施形態で実行される発電設備計画の
評価方法のプログラム(図1参照)が事前に格納されて
いる。CPU装置11は、記録媒体12に格納されてい
るプログラムを読み出し、このプログラムに規定されて
いる一連の手順にしたがって評価方法を逐一実行する。
なお、このコンピュータシステム10は後述する実施形
態にも適用される。The computer system 10 includes a CPU device 11 as an arithmetic unit, a recording medium 12 connected to the CPU device 11, an input device 13, a display device 14,
And a printer 15 as an output device. The recording medium 12 stores in advance a program (see FIG. 1) of the power generation facility plan evaluation method executed in the first embodiment. The CPU device 11 reads out the program stored in the recording medium 12 and executes the evaluation method step by step according to a series of procedures defined in the program.
The computer system 10 is also applied to the embodiments described later.
【0023】図1に、CPU装置11により実行される
発電設備計画の評価方法の概要を示す。なお、この評価
方法は、数式などで表現されたモデル毎にCPU装置1
1により処理される。このため、CPU装置11が記録
媒体12から読み出すプログラムは、各モデルを演算す
る手順を全モデルについて統合したものになる。FIG. 1 shows an outline of a power generation facility plan evaluation method executed by the CPU device 11. It should be noted that this evaluation method is performed by the CPU device 1 for each model expressed by a mathematical formula or the like.
1 is processed. Therefore, the program read out from the recording medium 12 by the CPU device 11 is an integrated procedure for all models.
【0024】図1の処理において、従来と同様に、地域
経済モデル101及び需要予測モデル102から年度毎
の需要予測が導かれる。この年度毎の需要予測に対し
て、需要予測詳細モデル110によって1日の間の電力
需要変化予測量が加味される。1日の間の需要予測量
は、電力価格への影響も考慮するために、電力価格に関
連する契約形態毎に個別に予測するものとする。In the process of FIG. 1, the demand forecast for each year is derived from the regional economic model 101 and the demand forecast model 102 as in the conventional case. The demand forecast detailed model 110 adds the power demand change forecast amount for one day to the demand forecast for each year. In order to consider the influence on the electricity price, the demand forecast amount for one day shall be forecast individually for each contract form related to the electricity price.
【0025】需要・供給評価モデル104は、需要予測
モデル102で求められた電力需要予測値から、他電源
設備負荷パターンモデル111で求められる火力以外の
水力、原子力といった他の種別の負荷パターンを差し引
いて火力発電に求められる電力需要予測値を求める。更
に、需要・供給評価モデル104では、設備計画モデル
103で定められる火力発電設備の点検計画や保修計
画、新たに建設する発電設備などを考慮した火力発電設
備の電力供給可能量と比較することで、1日の間の需要
変化に対応した火力発電設備の電力供給可否の評価を行
うことができる。なお、ここでは、発電設備が対応可能
な負荷変化量を設備計画のデータとして反映させて、1
日の電力需要の変化に対応することが可能かを合わせて
評価することにより、1日のピーク値や負荷変化への追
従可否を評価することが可能となる。The demand / supply evaluation model 104 subtracts other types of load patterns such as hydraulic power and nuclear power other than thermal power required by the other power supply equipment load pattern model 111 from the power demand forecast value obtained by the demand forecast model 102. Calculate the forecasted power demand for thermal power generation. Further, in the demand / supply evaluation model 104, by comparing the inspection plan and maintenance plan of the thermal power generation facility defined by the facility planning model 103 with the power supplyable amount of the thermal power generation facility in consideration of the newly constructed power generation facility, etc. It is possible to evaluate whether or not electric power can be supplied to the thermal power generation facility corresponding to the change in demand during one day. In addition, here, the load change amount that the power generation equipment can support is reflected as the data of the equipment plan, and
It is possible to evaluate whether or not it is possible to follow the peak value of the day and the change in load by evaluating whether or not it is possible to cope with changes in daily power demand.
【0026】また、従来の評価方法と同様に、燃料価格
モデル105により将来の燃料価格が予測され、経費モ
デル106により人件費や税金などの将来の経費が予測
され、さらに、設備補修費モデル107により、設備計
画モデル103で求められた設備補修計画から将来の設
備補修費が求められる。これらの将来の燃料価格、経
費、及び設備補修費は、発電コストを求めるために必要
な予測データとして、利益・コスト評価モデル109に
与えられる。また、電力価格モデル108により契約内
容毎の売電単価が予測され、この予測データも利益・コ
スト評価モデル109に与えられる。更に、需要・供給
評価モデル104で予測した契約形態毎の需要量に対応
した発電電力量も利益・コスト評価モデル109に与え
られる。As in the conventional evaluation method, the fuel price model 105 predicts the future fuel price, the expense model 106 predicts future expenses such as personnel expenses and taxes, and the facility repair cost model 107. Thus, the future equipment repair cost is obtained from the equipment repair plan obtained by the equipment planning model 103. These future fuel prices, expenses, and facility repair costs are provided to the profit / cost evaluation model 109 as forecast data necessary for obtaining the power generation cost. In addition, the power price model 108 predicts a power sale unit price for each contract content, and this prediction data is also given to the profit / cost evaluation model 109. Further, the generated power amount corresponding to the demand amount for each contract form predicted by the demand / supply evaluation model 104 is also given to the profit / cost evaluation model 109.
【0027】そこで、利益・コスト評価モデル109
は、上述したモデル105〜109から与えられたデー
タに基づいて、電力供給コスト及び収益計画を評価す
る。Therefore, the profit / cost evaluation model 109
Evaluates the power supply cost and profit plan based on the data provided from the models 105 to 109 described above.
【0028】なお、同図に示す評価方法において、需要
・供給評価モデル104による演算は、利益・コスト評
価モデル109による演算前になされている必要がある
が、このモデル104及び109による演算それぞれに
至る過程においては、モデル演算の順番は適宜決定すれ
ばよい。例えば、需要予測モデル102及び他電源設備
負荷パターンモデル111による演算の順番は任意であ
るし、燃料価格モデル105、経費モデル106、設備
補修費モデル107、及び電力価格モデル108の演算
の順番も任意である。In the evaluation method shown in the figure, the operation by the demand / supply evaluation model 104 needs to be performed before the operation by the profit / cost evaluation model 109. In the process of reaching, the order of model calculation may be appropriately determined. For example, the order of calculation by the demand forecast model 102 and the other power supply facility load pattern model 111 is arbitrary, and the order of calculation of the fuel price model 105, the expense model 106, the facility repair cost model 107, and the power price model 108 is also arbitrary. Is.
【0029】以上説明したように、第1の実施形態の評
価方法によれば、1日の電力の負荷変化が予測モデルに
反映され、電力負荷変化に対する追従性を含めた評価・
検討が個々の火力発電設備に対して可能になる。この結
果、より詳細な設備計画を立てることができる。As described above, according to the evaluation method of the first embodiment, the daily load change of the electric power is reflected in the prediction model, and the evaluation load including the followability to the electric power load change is calculated.
Examination is possible for individual thermal power plants. As a result, it is possible to make a more detailed equipment plan.
【0030】(2)第2の実施の形態
図3を参照して、本発明の第2の実施形態に係る発電設
備計画の評価方法を説明する。(2) Second Embodiment With reference to FIG. 3, a method for evaluating a power generation facility plan according to a second embodiment of the present invention will be described.
【0031】図3に、CPU装置11により実行される
発電設備計画の評価方法の概要を示す。FIG. 3 shows an outline of a method for evaluating a power generation facility plan executed by the CPU device 11.
【0032】図3の処理では、従来の評価方法と同様
に、地域経済モデル101にて地域の人口増加や経済伸
びなどの電力需要に関連する経済要因を予測し、需要予
測モデル102にて経済予測に基づいた年度毎の電力需
要を作成する。In the processing of FIG. 3, similar to the conventional evaluation method, the regional economic model 101 predicts the economic factors related to the power demand such as the population increase and the economic growth of the region, and the demand forecast model 102 calculates the economic factors. Create annual power demand based on forecast.
【0033】また、設備計画モデル103にて現在の発
電設備の点検計画や保修計画、新たに建設する発電設
備、これらの設備の利用率などから電力の供給可能な容
量を求める。In addition, the facility plan model 103 determines the available power supply capacity from the current inspection plan and maintenance plan of the power generation facility, the newly constructed power generation facility, and the utilization rate of these facilities.
【0034】一方、設備計画モデル103により設備の
設置や補修の計画が決まるので、設備毎の補修時期、内
容や規模、費用などから、設備の信頼性評価モデル11
2にて設備の信頼性を求める。これは点検の延長や保守
内容の変更によって、設備の健全維持の程度をモデルに
反映するための演算である。ここで、信頼性評価モデル
112では、設備の健全性、信頼性を故障率として定量
化する。On the other hand, since the equipment installation model and the equipment installation / repairing plan are determined by the equipment planning model 103, the equipment reliability evaluation model 11 can be selected from the equipment repairing time, content, scale, cost, etc.
See 2 for equipment reliability. This is a calculation for reflecting the degree of sound maintenance of the equipment in the model by extending the inspection and changing the maintenance content. Here, in the reliability evaluation model 112, the soundness and reliability of equipment are quantified as a failure rate.
【0035】需要・供給評価モデル104では、需要予
測モデル102で予測された電力需要に対し、設備計画
モデル103で求められた電力供給可能量に、信頼性評
価モデル112で求められた設備故障率を加味して電力
供給可否の評価を行う。In the demand / supply evaluation model 104, with respect to the power demand predicted by the demand prediction model 102, the available power supply amount calculated by the equipment planning model 103 is calculated, and the equipment failure rate calculated by the reliability evaluation model 112 is calculated. In consideration of the above, the availability of power supply is evaluated.
【0036】そこで、利益・コスト評価モデル109
は、上述したモデル105〜109から与えられたデー
タに基づいて、電力供給コスト及び収益計画を評価す
る。Therefore, the profit / cost evaluation model 109
Evaluates the power supply cost and profit plan based on the data provided from the models 105 to 109 described above.
【0037】以上説明したように、第2の実施形態によ
れば、設備の補修時期や内容、規模、費用などから設備
の故障率として信頼性がモデルに反映され、設備信頼性
を考慮した需要供給評価を得られる。このため、電力の
安定供給の評価・検討を行うことができる。As described above, according to the second embodiment, the reliability is reflected in the model as the failure rate of the equipment from the repair time, the content, the scale, the cost, etc. of the equipment, and the demand considering the equipment reliability. You can get a supply rating. Therefore, it is possible to evaluate and study stable power supply.
【0038】(3)第3の実施の形態
図4を参照して、本発明の第3の実施形態に係る発電設
備計画の評価方法を説明する。(3) Third Embodiment With reference to FIG. 4, a method for evaluating a power generation facility plan according to a third embodiment of the present invention will be described.
【0039】図4に、CPU装置11により実行される
発電設備計画の評価方法の概要を示す。FIG. 4 shows an outline of a method for evaluating a power generation facility plan executed by the CPU device 11.
【0040】図4の処理では、従来の評価方法と同様
に、地域経済モデル101にて地域の人口増加や経済伸
びなどの電力需要に関連する経済要因を予測し、需要予
測モデル102にて経済予測に基づいた年度毎の電力需
要を作成する。In the processing of FIG. 4, similar to the conventional evaluation method, the regional economic model 101 predicts the economic factors related to the power demand such as the population increase and the economic growth of the region, and the demand forecast model 102 calculates the economic factors. Create annual power demand based on forecast.
【0041】また、設備計画モデル103aにて現在の
発電設備の点検計画や保修計画、新たに建設する発電設
備、これらの設備の利用率などから電力の供給可能な容
量を求める。ここで、設備計画モデル103aは従来の
設備計画モデル103に比べ、設備の運転時に発生する
NOx、SOx、CO2などの環境影響物質の発電量に
対する排出量をモデルとして組み込む。Further, the facility plan model 103a is used to obtain the power supply capacity from the current inspection plan and maintenance plan of the power generation facility, the newly constructed power generation facility, and the utilization rate of these facilities. Here, the facility planning model 103a incorporates, as a model, the emission amount of the environmentally influential substances such as NOx, SOx, and CO2 generated during the operation of the facility with respect to the power generation amount, as compared with the conventional facility planning model 103.
【0042】一方、環境政策モデル113では、排出さ
れるNOx、SO2、CO2等の環境影響物質の濃度、
排出量の制約値をモデルとして設定する。制約値は、法
規や総量としての規制値などで与えられる。On the other hand, in the environmental policy model 113, the concentration of environmentally influential substances such as NOx, SO2, CO2, etc., which are discharged,
Emission limits are set as a model. The constraint value is given by a regulation or a regulation value as a total amount.
【0043】需要供給モデル104では、環境政策モデ
ル113から与えられる環境物質の排出量、濃度などの
制約値を受け、設備計画モデル103aの発電量と発電
時の環境影響物質排出量から、これらの環境影響物質の
排出制約を条件のもとで、電力供給の可否及び供給でき
る電力量を評価する。The demand-supply model 104 receives the constraint values such as the emission amount and concentration of the environmental substances given from the environmental policy model 113, and based on the power generation amount of the facility planning model 103a and the environmental impact substance emission amount at the time of power generation, these Evaluate whether or not power can be supplied and the amount of power that can be supplied, subject to the restrictions on the emission of environmental impact substances.
【0044】そこで、利益・コスト評価モデル109
は、上述したモデル105〜109から与えられたデー
タに基づいて、電力供給コスト及び収益計画を評価す
る。Therefore, the profit / cost evaluation model 109
Evaluates the power supply cost and profit plan based on the data provided from the models 105 to 109 described above.
【0045】以上説明したように、第3の実施形態によ
れば、環境影響物質の排出量に制約を設けたときの、発
電設備計画を立てることができる。このため、環境政策
を取り込んだ発電設備計画の検討・評価が可能になる。As described above, according to the third embodiment, it is possible to make a power generation facility plan when the emission amount of the environmental impact substance is restricted. For this reason, it becomes possible to examine and evaluate a power generation facility plan that incorporates environmental policies.
【0046】(4)第4の実施の形態
図5を参照して、本発明の第4の実施形態に係る発電設
備計画の評価方法を説明する。(4) Fourth Embodiment With reference to FIG. 5, a power generation equipment plan evaluation method according to a fourth embodiment of the present invention will be described.
【0047】図5に、CPU装置11により実行される
発電設備計画の評価方法の概要を示す。FIG. 5 shows an outline of a power generation facility plan evaluation method executed by the CPU device 11.
【0048】図5の処理では、従来の評価方法と同様
に、地域経済モデル101及び需要予測モデル102か
ら導かれる年度毎の需要予測に対して、他社発電設備モ
デル114により、他の電力供給会社による電力の供給
予測量を加味する。In the process of FIG. 5, similarly to the conventional evaluation method, for the demand forecast for each year derived from the regional economic model 101 and the demand forecast model 102, another power generation company 114 Consider the estimated power supply by
【0049】需要・供給評価モデル104では、需要予
測モデル102で求められた電力需要予測値から、他社
発電設備モデル114で求められる他社の電力供給パタ
ーンを差し引いて火力発電に求められる電力需要予測値
を求める。In the demand / supply evaluation model 104, the power demand forecast value obtained by the demand forecast model 102 is subtracted from the power demand pattern obtained by the other company's power generation facility model 114 to obtain the power demand forecast value required for thermal power generation. Ask for.
【0050】そこで、利益・コスト評価モデル109
は、上述したモデル105〜109から与えられたデー
タに基づいて、電力供給コスト及び収益計画を評価す
る。Therefore, the profit / cost evaluation model 109
Evaluates the power supply cost and profit plan based on the data provided from the models 105 to 109 described above.
【0051】さらに、評価モデルである需要・供給評価
モデル104、利益・コスト評価モデル109に加え
て、競争力評価モデル115が用意されている。この競
争力評価モデル115では、他社発電設備モデル114
からの他社の電力販売価格の予測値と、利益・コスト評
価モデル109から求めた自社の発電コスト及び利益の
予測値とを比較することで競争力の評価を行うことがで
きる。Furthermore, in addition to the demand / supply evaluation model 104 and the profit / cost evaluation model 109 which are evaluation models, a competitiveness evaluation model 115 is prepared. In this competitiveness evaluation model 115, another company's power generation facility model 114
Competitiveness can be evaluated by comparing the predicted value of the electric power selling price of the other company from the predicted value of the power generation cost and profit of the company obtained from the profit / cost evaluation model 109.
【0052】以上説明したように、本実施形態によれ
ば、需要・供給の評価や自社のみの利益・コストの評価
に加えて、他社との競争力の比較を含めた観点からの検
討を行うことができるので、火力発電設備の計画に対す
る評価をより詳細に行うことができる。As described above, according to the present embodiment, in addition to the demand / supply evaluation and the profit / cost evaluation only for the company, the examination is performed from the viewpoint of comparing the competitiveness with other companies. Therefore, it is possible to evaluate the plan of the thermal power generation facility in more detail.
【0053】(第1〜第4の実施形態の変形例)なお、
上述した第1〜第4の実施形態はそれぞれ単独で実施可
能なことは勿論であるが、各実施形態に記載の構成を2
つ以上、任意の組み合わせて実施することもできる。(Modifications of First to Fourth Embodiments)
It goes without saying that the above-described first to fourth embodiments can be carried out independently, but the configuration described in each embodiment is
It is also possible to implement one or more in any combination.
【0054】例えば、第1及び第2の実施形態を組み合
わせることで、従来のモデルに、1日の発電量の変化と
設備の信頼性の考慮を追加した設備計画が可能になる。
第1及び第3の実施形態を組み合わせることで、1日の
発電量の変化と環境に対する影響の考慮を追加した設備
計画が可能になる。第1及び第4の実施形態を組み合わ
せることで、1日の発電量変化による影響と他社との競
争力との評価を追加した設備計画が可能になる。第2及
び第3の実施形態を組み合わせることで、設備の信頼性
と環境に対する影響の考慮を追加した設備計画が可能に
なる。第2及び第4の実施形態を組み合わせることで、
設備の信頼性による影響の考慮と他社との競争力の比較
との評価を追加した設備計画が可能になる。第3及び第
4の実施形態を組み合わせることで、環境に対する影響
の考慮と他社との競争力の比較との評価を追加した設備
計画が可能になる。For example, by combining the first and second embodiments, it becomes possible to make a facility plan in which changes in the amount of power generation per day and consideration of facility reliability are added to the conventional model.
By combining the first and third embodiments, it becomes possible to plan a facility in which the change in the amount of power generation per day and the influence on the environment are added. By combining the first and fourth embodiments, it becomes possible to make a facility plan in which the influence of the change in the amount of power generation per day and the evaluation of the competitiveness with other companies are added. By combining the second and third embodiments, it becomes possible to plan equipment with additional consideration of equipment reliability and environmental impact. By combining the second and fourth embodiments,
This makes it possible to plan equipment with consideration of the impact of equipment reliability and evaluation of comparison with competitiveness with other companies. By combining the third and fourth embodiments, it is possible to perform a facility plan in which consideration is given to the influence on the environment and evaluation of comparison with competitiveness with other companies is added.
【0055】また、第1、第2、及び第3の実施形態を
組み合わせることで、従来のモデルに、1日の発電量の
変化、設備の信頼性の影響、環境に対する影響の考慮を
追加した設備計画が可能になる。第2、第3、及び第4
の実施形態を組み合わせることで、従来のモデルに、設
備の信頼性の影響、環境に対する影響の考慮、他社との
競争力比較の評価を追加した設備計画が可能になる。さ
らに、第1、第2、第3、及び第4の実施形態を組み合
わせることで、従来のモデルに、1日の発電量の変化、
設備の信頼性の影響、環境に対する影響の考慮、他社と
の競争力比較の評価を追加した設備計画が可能になる。By combining the first, second, and third embodiments, consideration has been added to the conventional model regarding changes in the amount of power generation per day, effects of equipment reliability, and effects on the environment. Facility planning becomes possible. Second, third, and fourth
By combining the embodiments described above, it becomes possible to perform a facility plan in which the influence of the facility reliability, the influence on the environment, and the evaluation of the competitiveness comparison with other companies are added to the conventional model. Furthermore, by combining the first, second, third, and fourth embodiments, the conventional model can be used to change the amount of power generation per day,
It is possible to plan equipment with consideration of equipment reliability, environmental impact, and evaluation of competitiveness comparison with other companies.
【0056】このため、この各種の変形例によれば、1
日の電力の負荷変化をモデルに反映して、個々の発電設
備の負荷変化に対する追従性を含めた検討を行うことが
できる。また、設備の補修時期や内容、規模、費用など
から設備の故障率として信頼性をモデルに反映させ、設
備信頼性を考慮した需要供給評価を行うことができる。
さらに、1日の中の電力負荷に対する需要変化を需要予
測モデルに考慮させたより詳細な設備評価を行うことが
できる。また、安定供給に関するリスクを設備の信頼性
評価モデルとして加味した設備評価も可能になる。環境
影響物質による運転上の制約を加味した設備評価を行う
ことができる。さらに、需要・供給の評価や自社のみの
利益・コストの評価に加え、他社との競争力比較を含め
た検討を行うこともできる。これらの各種の作用効果
も、実施形態の組み合わせに応じて、任意の組み合わせ
で得られるので、より詳細な設備計画を立てることでき
る。Therefore, according to the various modified examples, 1
It is possible to reflect the load change of daily power in the model and perform the study including the followability to the load change of each power generation equipment. In addition, it is possible to reflect the reliability as a failure rate of the equipment in the model from the repair time, the content, the scale, the cost of the equipment, etc., and perform the demand supply evaluation in consideration of the equipment reliability.
Furthermore, it is possible to perform a more detailed equipment evaluation in which the demand prediction model takes into consideration the demand change with respect to the electric power load during the day. In addition, it becomes possible to perform equipment evaluation that takes into account risks related to stable supply as a reliability evaluation model of equipment. It is possible to perform equipment evaluation that takes into consideration operational restrictions due to environmental impact substances. Furthermore, in addition to assessing supply and demand, assessing profits and costs only for the company, it is possible to conduct a study that includes a comparison of competitiveness with other companies. These various actions and effects can also be obtained in an arbitrary combination according to the combination of the embodiments, so that a more detailed equipment plan can be made.
【0057】(5)第5の実施の形態
図6及び図7を参照して、本発明の第5の実施形態に係
る発電設備計画の評価方法を説明する。(5) Fifth Embodiment Referring to FIGS. 6 and 7, a power generation equipment plan evaluation method according to a fifth embodiment of the present invention will be described.
【0058】図6に、CPU装置11により実行される
発電設備計画の評価方法の概要を示す。FIG. 6 shows an outline of a method for evaluating a power generation facility plan executed by the CPU device 11.
【0059】図6の処理では、従来の評価方法と同様
に、地域経済モデル101及び需要予測モデル102か
ら導かれる年度毎の需要予測に対して、予測の不確かさ
をもつ需要予測モデル117によって需要変化を予測す
る。予測の不確かさをもつ需要予測モデル117の一つ
の例を図7に示す。需要予測の不確かさを、たとえば正
規分布で表現すると、平均値と平均値からのずれをあら
わす分散値によって、発生する可能性についての確率分
布が与えられる。この確率分布に従うように乱数を発生
して需要予測を行い、需要・供給評価モデル104に与
える。In the processing of FIG. 6, the demand forecast model 117 having uncertainty of forecast is applied to the demand forecast for each year derived from the regional economic model 101 and the demand forecast model 102, similarly to the conventional evaluation method. Predict change. FIG. 7 shows an example of the demand forecasting model 117 having forecast uncertainty. If the uncertainty of the demand forecast is expressed by, for example, a normal distribution, the probability distribution of the probability of occurrence is given by the average value and the variance value that represents the deviation from the average value. Random numbers are generated so as to follow this probability distribution, demand forecasting is performed, and this is given to the demand / supply evaluation model 104.
【0060】需要・供給評価モデル104では、予測の
不確かさをもつ需要予測モデル117で求められた電力
需要予測値から、他電源設備負荷パターンモデル111
で求められる火力以外の水力、原子力といった他の種別
の負荷パターンを差し引いて火力発電に求められる電力
需要予測値を求める。更に、設備計画モデル103で定
められる火力発電設備の点検計画や保修計画、新たに建
設する発電設備などを考慮した火力発電設備の電力供給
可能量と比較することで、火力発電設備の電力供給可否
の評価を行うことができる。In the demand / supply evaluation model 104, the other power source equipment load pattern model 111 is calculated from the power demand forecast value obtained by the demand forecast model 117 having uncertainty of forecast.
The power demand forecast value required for thermal power generation is obtained by subtracting the load patterns of other types such as hydropower and nuclear power other than the thermal power required in. Furthermore, by comparing with the power supply possible amount of the thermal power generation facility considering the inspection plan and maintenance plan of the thermal power generation facility defined by the facility planning model 103, the power generation facility to be newly constructed, etc. Can be evaluated.
【0061】また、従来の評価方法と同様に、燃料価格
モデル105により将来の燃料価格が予測され、経費モ
デル106により人件費や税金などの将来の経費が予測
され、さらに、設備補修費モデル107により、設備計
画モデル103で求められた設備補修計画から将来の設
備補修費が求められる。これらの将来の燃料価格、経
費、及び設備補修費は、発電コストを求めるために必要
な予測データとして、利益・コスト評価モデル109に
与えられる。また、電力価格モデル108により契約内
容毎の売電単価が予測され、この予測データも利益・コ
スト評価モデル109に与えられる。更に、需要・供給
評価モデル104で予測した契約形態毎の需要量に対応
した発電電力量も利益・コスト評価モデル109に与え
られる。As in the conventional evaluation method, the fuel price model 105 predicts future fuel prices, the expense model 106 predicts future expenses such as personnel expenses and taxes, and the facility repair cost model 107. Thus, the future equipment repair cost is obtained from the equipment repair plan obtained by the equipment planning model 103. These future fuel prices, expenses, and facility repair costs are provided to the profit / cost evaluation model 109 as forecast data necessary for obtaining the power generation cost. In addition, the power price model 108 predicts a power sale unit price for each contract content, and this prediction data is also given to the profit / cost evaluation model 109. Further, the generated power amount corresponding to the demand amount for each contract form predicted by the demand / supply evaluation model 104 is also given to the profit / cost evaluation model 109.
【0062】そこで、利益・コスト評価モデル109
は、上述したモデル105〜109から与えられたデー
タに基づいて、電力供給コスト及び収益計画を評価す
る。Therefore, the profit / cost evaluation model 109
Evaluates the power supply cost and profit plan based on the data provided from the models 105 to 109 described above.
【0063】これらの評価を、需要予測モデル117で
の需要の予測値を確率分布に従うという状況の元で多数
回実施し、需要・供給評価と利益・コスト評価について
平均値と分散を求める。平均値と分散の大きさから設備
投資のリスクを評価する。These evaluations are carried out many times under the condition that the predicted value of the demand in the demand prediction model 117 follows the probability distribution, and the average value and variance of the demand / supply evaluation and the profit / cost evaluation are obtained. Evaluate the risk of capital investment from the average value and the size of the variance.
【0064】図6では需要予測モデルにのみ不確かさを
与えているが、電力評価モデル108、燃料価格モデル
105、経費モデル106のそれぞれ或いは任意の組み
合わせについても、需要予測モデルと同様の不確かさを
付加して、需要・供給評価と利益・コスト評価について
平均値と分散を求めるようにしてもよい。これにより、
平均値と分散の大きさから設備投資のリスクの評価や、
他社との競争力の比較の評価を行うことができる。Although the uncertainty is given only to the demand forecast model in FIG. 6, the same uncertainty as the demand forecast model is applied to each of the power evaluation model 108, the fuel price model 105, and the expense model 106 or any combination thereof. In addition, the average value and the variance may be calculated for the demand / supply evaluation and the profit / cost evaluation. This allows
From the average value and the size of the variance, evaluate the risk of capital investment,
It is possible to evaluate the comparison of competitiveness with other companies.
【0065】以上説明したように、この実施形態によれ
ば、需要予測、燃料価格、電力価格、及び経費の予測に
ついて、それらの不確かさをモデルに反映させて発電設
備計画に対する検討及び評価を行うことができる。した
がって、需要・供給、利益・コスト、及び、他社との競
争力比較の不確かさによるリスクを考慮した設備計画を
立てることができる。As described above, according to this embodiment, regarding the demand forecast, the fuel price, the power price, and the expense forecast, the uncertainty is reflected in the model, and the power generation facility plan is examined and evaluated. be able to. Therefore, it is possible to make a facility plan in consideration of the demand / supply, profit / cost, and risk due to the uncertainty of competitiveness comparison with other companies.
【0066】(6)第6の実施の形態
図8を参照して、本発明の第6の実施形態に係る発電設
備計画の策定方法を説明する。(6) Sixth Embodiment A method of formulating a power generation facility plan according to the sixth embodiment of the present invention will be described with reference to FIG.
【0067】図8に、CPU装置11により実行される
発電設備計画の策定方法の概要を示す。FIG. 8 shows an outline of a method for formulating a power generation facility plan executed by the CPU device 11.
【0068】図8の処理において、需要・供給評価モデ
ル104により、需要予測モデル102で求められた電
力需要予測値と設備計画モデル103で求められた設備
予測から、電力供給の可否や設備能力の大きさが評価さ
れる。In the processing of FIG. 8, the demand / supply evaluation model 104 determines whether or not the power supply is possible and the capacity of the equipment from the power demand forecast value obtained by the demand forecast model 102 and the equipment forecast obtained by the equipment planning model 103. The size is evaluated.
【0069】また、従来の評価方法と同様に、燃料価格
モデル105により将来の燃料価格が予測され、経費モ
デル106により人件費や税金などの将来の経費が予測
され、さらに、設備補修費モデル107により、設備計
画モデル103で求められた設備補修計画から将来の設
備補修費が求められる。これらの将来の燃料価格、経
費、及び設備補修費は、発電コストを求めるために必要
な予測データとして、利益・コスト評価モデル109に
与えられる。また、電力価格モデル108により契約内
容毎の売電単価が予測され、この予測データも利益・コ
スト評価モデル109に与えられる。更に、需要・供給
評価モデル104で予測した契約形態毎の需要量に対応
した発電電力量も利益・コスト評価モデル109に与え
られる。As in the conventional evaluation method, the fuel price model 105 predicts the future fuel price, the expense model 106 predicts future expenses such as personnel expenses and taxes, and the facility repair cost model 107. Thus, the future equipment repair cost is obtained from the equipment repair plan obtained by the equipment planning model 103. These future fuel prices, expenses, and facility repair costs are provided to the profit / cost evaluation model 109 as forecast data necessary for obtaining the power generation cost. In addition, the power price model 108 predicts a power sale unit price for each contract content, and this prediction data is also given to the profit / cost evaluation model 109. Further, the generated power amount corresponding to the demand amount for each contract form predicted by the demand / supply evaluation model 104 is also given to the profit / cost evaluation model 109.
【0070】そこで、利益・コスト評価モデル109
は、上述したモデル105〜109から与えられたデー
タに基づいて、電力供給コスト及び収益計画を評価す
る。Therefore, the profit / cost evaluation model 109
Evaluates the power supply cost and profit plan based on the data provided from the models 105 to 109 described above.
【0071】また、図8の処理には最適設計モデル11
6が用意されている。この最適設計モデル116は、需
要・供給評価モデル104で求めた電力供給力評価の予
想値と、利益・コスト評価モデル109から求めた利益
評価の予想値とを受け、これらの予測値から設備計画の
指標を演算する。具体的には、最適設計モデル116
は、設備計画を可変の変数とし、電力供給力評価の予想
値と利益評価の予想値とを項として作られる評価関数を
設定し、指標は、この評価関数を最大(あるいは最小)
にする数理計画問題の解として求められる。これによ
り、最適化された発電設備計画の指標を得ることができ
る。Further, the optimum design model 11 is used for the processing of FIG.
6 is prepared. The optimum design model 116 receives the expected value of the power supply capacity evaluation obtained by the demand / supply evaluation model 104 and the expected value of the profit evaluation obtained by the profit / cost evaluation model 109, and the facility planning is performed from these predicted values. Calculate the index of. Specifically, the optimum design model 116
Sets the equipment plan as a variable variable and sets the evaluation function that is made up of the expected value of the power supply capacity evaluation and the expected value of the profit evaluation, and the index sets this evaluation function to the maximum (or minimum).
Is obtained as a solution to the mathematical programming problem. This makes it possible to obtain an optimized index for the power generation facility plan.
【0072】以上説明したように、本実施形態によれ
ば、電力供給力評価と利益評価の予想値から作られる評
価関数を最適化させた発電設備計画を策定することがで
きる。As described above, according to the present embodiment, it is possible to formulate a power generation facility plan in which the evaluation function created from the estimated values of the power supply capacity evaluation and the profit evaluation is optimized.
【0073】(第6の実施形態の変形例)なお、図9に
示すように処理する策定方法を構築することもできる。
この策定方法は、前述した第1の実施形態で説明した評
価方法の処理に、第6の実施形態で説明した最適設計モ
デル116を付加した構成を有する。これにより、上述
した評価関数に、前述した第1の実施形態で説明した、
1日の電力の負荷変化を考慮した需要予測値を新たな項
として付加することもできる。したがって、1日の電力
の負荷変化を考慮した発電設備計画を最適化状態で策定
することができる。(Modification of Sixth Embodiment) It is also possible to construct a planning method for processing as shown in FIG.
This formulation method has a configuration in which the optimum design model 116 described in the sixth embodiment is added to the processing of the evaluation method described in the first embodiment. As a result, the evaluation function described above is added to the evaluation function described in the first embodiment.
It is also possible to add a demand forecast value considering a daily load change of electricity as a new term. Therefore, it is possible to formulate the power generation equipment plan in consideration of the daily load change in the optimized state.
【0074】また、図10に示すように処理する策定方
法を構築することもできる。この策定方法は、前述した
第2の実施形態で説明した評価方法の処理に、第6の実
施形態で説明した最適設計モデル116を付加した構成
を有する。これにより、上述した評価関数に、前述した
第2の実施形態で説明した、発電設備の信頼性を考慮し
た電力供給力評価の予測値を新たな項として付加するこ
ともできる。したがって、発電設備の信頼性を考慮した
発電設備計画を最適化状態で策定することができる。Further, it is also possible to construct a formulating method for processing as shown in FIG. This formulation method has a configuration in which the optimum design model 116 described in the sixth embodiment is added to the processing of the evaluation method described in the second embodiment. As a result, the predicted value of the power supply capability evaluation considering the reliability of the power generation equipment described in the second embodiment described above can be added as a new term to the evaluation function described above. Therefore, a power generation facility plan considering the reliability of the power generation facility can be formulated in an optimized state.
【0075】さらに、図11に示すように処理する策定
方法を構築することもできる。この策定方法は、前述し
た第3の実施形態で説明した評価方法の処理に、第6の
実施形態で説明した最適設計モデル116を付加した構
成を有する。これにより、上述した評価関数に、前述し
た第3の実施形態で説明した、環境影響物質による発電
設備の運転上の制約を考慮した電力供給力評価の予測値
を新たな項として付加することもできる。したがって、
環境に配慮した発電設備計画を最適化状態で策定するこ
とができる。Furthermore, it is possible to construct a formulating method for processing as shown in FIG. This formulation method has a configuration in which the optimum design model 116 described in the sixth embodiment is added to the processing of the evaluation method described in the third embodiment. As a result, the predicted value of the power supply capability evaluation considering the operational constraint of the power generation facility due to the environmental impact substance, which has been described in the third embodiment, may be added to the above-described evaluation function as a new term. it can. Therefore,
An environment-friendly power generation facility plan can be formulated in an optimized state.
【0076】また、上述した評価関数には、第4の実施
形態で説明した他社との競争力比較の予測値を新たな項
として付加することもできる。これにより、他社との競
争力の比較を含んだ設備計画を最適化状態で策定するこ
とができる。Further, to the above-mentioned evaluation function, the predicted value of the competitiveness comparison with other companies explained in the fourth embodiment can be added as a new term. As a result, the equipment plan including the comparison of competitiveness with other companies can be formulated in the optimized state.
【0077】さらに、図12に示すように処理する策定
方法を構築することもできる。この策定方法は、前述し
た第5の実施形態で説明した評価方法の処理に、第6の
実施形態で説明した最適設計モデル116を付加した構
成を有する。これにより、電力需要等の予測値に不確か
さを持たせて、電力供給評価、利益評価、及び競争力評
価についてのリスクを求め、このリスクも評価関数に付
加することができる。これにより、数理計画問題の解と
して、予測値の不確かさに原因するリスクを考慮した設
備計画を策定することができる。Furthermore, it is possible to construct a formulating method for processing as shown in FIG. This formulation method has a configuration in which the optimum design model 116 described in the sixth embodiment is added to the processing of the evaluation method described in the fifth embodiment. As a result, it is possible to add uncertainty to the predicted value of the electric power demand and the like, obtain the risks for the electric power supply evaluation, the profit evaluation, and the competitiveness evaluation, and add this risk to the evaluation function. Thus, as a solution to the mathematical programming problem, it is possible to formulate an equipment plan that considers the risk caused by the uncertainty of the predicted value.
【0078】またなお、これらの変形例についても、適
宜に組み合わせて実行することも勿論可能である。Of course, it is also possible to appropriately combine and execute these modified examples.
【0079】[0079]
【発明の効果】以上説明したように、本発明の発電設備
計画の評価方法によれば、電力の需要予測に対する1日
の電力負荷変化の考慮、電力供給力の評価に対する発電
設備の信頼性の考慮、電力供給力の評価に対する環境に
与える影響の考慮、及び/又は電力の需要予測に対する
他社との競争力比較の考慮を行うプロセスを設けたの
で、安定供給に関するリスク評価や環境への影響を考慮
した発電設備計画の評価方法を提供することができる。As described above, according to the power generation facility plan evaluation method of the present invention, the daily power load change is taken into consideration for the power demand forecast, and the reliability of the power generation facility for the power supply capacity evaluation is evaluated. Consideration of the impact on the environment for the assessment of the power supply capacity, and / or the comparison of the competitiveness with other companies for the forecast of power demand have been established. It is possible to provide a method for evaluating a power generation facility plan in consideration.
【0080】また、電力供給の評価や利益・コストの評
価に使用する情報の不確かさを考慮するプロセスを設け
たので、予測データの不確かさをも考慮した発電設備計
画の評価方法を提供することができる。Further, since the process for considering the uncertainty of the information used for the evaluation of the power supply and the evaluation of the profit / cost is provided, it is necessary to provide the evaluation method of the power generation facility plan in consideration of the uncertainty of the forecast data. You can
【0081】さらに、発電設備計画の評価結果を最適化
させるプロセスを設けたので、常に最適な状態で作成さ
れる発電設備計画の策定方法を提供することができる。Further, since the process for optimizing the evaluation result of the power generation facility plan is provided, it is possible to provide the method for formulating the power generation facility plan which is always created in the optimum state.
【図1】本発明の第1の実施形態における発電設備計画
の評価方法の手順を説明する説明図。FIG. 1 is an explanatory diagram illustrating a procedure of a power generation facility plan evaluation method according to a first embodiment of the present invention.
【図2】本発明の発電設備計画の評価方法を実行可能な
コンピュータシステムの概略構成図。FIG. 2 is a schematic configuration diagram of a computer system capable of executing the power generation equipment plan evaluation method of the present invention.
【図3】本発明の第2の実施形態における発電設備計画
の評価方法の手順を説明する説明図。FIG. 3 is an explanatory diagram illustrating a procedure of a method for evaluating a power generation facility plan according to the second embodiment of the present invention.
【図4】本発明の第3の実施形態における発電設備計画
の評価方法の手順を説明する説明図。FIG. 4 is an explanatory diagram illustrating a procedure of a method for evaluating a power generation facility plan according to a third embodiment of the present invention.
【図5】本発明の第4の実施形態における発電設備計画
の評価方法の手順を説明する説明図。FIG. 5 is an explanatory diagram illustrating a procedure of a method for evaluating a power generation facility plan according to a fourth embodiment of the present invention.
【図6】本発明の第5の実施形態における発電設備計画
の評価方法の手順を説明する説明図。FIG. 6 is an explanatory diagram illustrating a procedure of a power generation facility plan evaluation method according to a fifth embodiment of the present invention.
【図7】第5の実施形態で用いられる、予測の不確かさ
を有する需要予測モデルの一例を示す図。FIG. 7 is a diagram showing an example of a demand forecasting model having uncertainty of forecasting, which is used in the fifth embodiment.
【図8】本発明の第6の実施形態における発電設備計画
の評価方法の手順を説明する説明図。FIG. 8 is an explanatory diagram illustrating a procedure of a method for evaluating a power generation facility plan according to a sixth embodiment of the present invention.
【図9】本発明の第6の実施形態に対する1つの変形例
に係る発電設備計画の策定方法の手順を説明する説明
図。FIG. 9 is an explanatory diagram illustrating a procedure of a method for formulating a power generation facility plan according to a modification of the sixth embodiment of the present invention.
【図10】本発明の第6の実施形態に対する別の変形例
に係る発電設備計画の策定方法の手順を説明する説明
図。FIG. 10 is an explanatory diagram illustrating a procedure of a method for formulating a power generation facility plan according to another modification of the sixth embodiment of the present invention.
【図11】本発明の第6の実施形態に対する更に別の変
形例に係る発電設備計画の策定方法の手順を説明する説
明図。FIG. 11 is an explanatory diagram illustrating a procedure of a method for formulating a power generation facility plan according to still another modification example of the sixth embodiment of the present invention.
【図12】本発明の第6の実施形態に対する更に別の変
形例に係る発電設備計画の策定方法の手順を説明する説
明図。FIG. 12 is an explanatory view illustrating a procedure of a method for formulating a power generation facility plan according to another modification of the sixth embodiment of the present invention.
【図13】従来の発電設備計画の評価方法の手順を説明
する説明図。FIG. 13 is an explanatory diagram illustrating a procedure of a conventional power generation facility plan evaluation method.
10 コンピュータシステム 11 CPU装置 101 地域経済モデル 102 需要予測モデル 103、103a 設備計画モデル 104 需要・供給評価モデル 105 燃料価格モデル 106 経費モデル 107 設備補修費モデル 108 電力価格モデル 109 利益・コスト評価モデル 110 需要予測詳細モデル 111 他電源設備負荷パターンモデル 112 信頼性評価モデル 113 環境政策モデル 114 他社発電設備モデル 115 競争力評価モデル 116 最適設計モデル 117 不確かさのある需要予測モデル 10 computer system 11 CPU device 101 Regional Economic Model 102 Demand forecasting model 103, 103a Facility planning model 104 Supply / Demand Evaluation Model 105 Fuel Price Model 106 Expense model 107 Equipment repair cost model 108 Electricity price model 109 Profit / cost evaluation model 110 Demand forecast detailed model 111 Other power equipment load pattern model 112 Reliability evaluation model 113 Environmental Policy Model 114 Other company's power generation equipment model 115 Competitiveness evaluation model 116 Optimal design model 117 Demand forecasting model with uncertainty
Claims (12)
記需要電力と供給可能電力とを比較して電力供給の可否
及び発電電力量を評価し、前記発電電力量と経済性の予
測情報とに基づいて当該発電設備による発電事業の収益
性を評価する発電設備計画の評価方法において、 前記需要電力の予測に、前記発電設備に対する1日の電
力の負荷変化を考慮する処理を含むことを特徴とする発
電設備計画の評価方法。1. A power demand for a power generation facility is predicted, the demand power and the available power are compared to evaluate whether or not power can be supplied and the power generation amount, and the power generation amount and economic prediction information are obtained. In a method for evaluating a power generation facility plan for evaluating the profitability of a power generation business based on the power generation facility, the demand power prediction includes a process of considering a daily load change of the power generation facility. Evaluation method of power generation facility plan.
記需要電力と供給可能電力とを比較して電力供給の可否
及び発電電力量を評価し、前記発電電力量と経済性の予
測情報とに基づいて当該発電設備による発電事業の収益
性を評価する発電設備計画の評価方法において、 前記電力供給の可否及び発電電力量の評価に、前記発電
設備の信頼性を考慮する処理を含むことを特徴とする発
電設備計画の評価方法。2. A power demand for a power generation facility is predicted, and the demand power and available power are compared to evaluate whether or not power can be supplied and the amount of power generated. In the method for evaluating a power generation facility plan for evaluating the profitability of a power generation business based on the power generation facility, the evaluation of the availability of power supply and the amount of power generation includes a process that considers the reliability of the power generation facility. Evaluation method of power generation facility plan.
記需要電力と供給可能電力とを比較して電力供給の可否
及び発電電力量を評価し、前記発電電力量と経済性の予
測情報とに基づいて当該発電設備による発電事業の収益
性を評価する発電設備計画の評価方法において、 前記電力供給の可否及び供給可能電力量の評価に、環境
に関する前記発電設備の運転上の制約を考慮する処理を
含むことを特徴とする発電設備計画の評価方法。3. A power demand for a power generation facility is predicted, the demand power and the available power are compared to evaluate whether or not power can be supplied and the power generation amount, and the power generation amount and economic prediction information are obtained. A method for evaluating a profitability of a power generation business based on the power generation facility based on a method for considering whether or not the power can be supplied and the amount of power that can be supplied in consideration of operating constraints of the power generation facility with respect to the environment. A method for evaluating a power generation facility plan, which includes:
記需要電力と供給可能電力とを比較して電力供給の可否
及び発電電力量を評価し、前記発電電力量と経済性の予
測情報とに基づいて当該発電設備による発電事業の収益
性を評価する発電設備計画の評価方法において、 前記需要電力の予測に、他社との競争力の比較情報を考
慮する処理を含むことを特徴とする評価方法。4. A power demand for power generation equipment is predicted, and the demand power is compared with the available power to evaluate whether or not power can be supplied and the amount of power generated. A method for evaluating a power generation facility plan for evaluating the profitability of a power generation business based on the power generation facility, wherein the forecast of the demanded power includes a process of considering information for comparing competitiveness with other companies. .
記需要電力と供給可能電力とを比較して電力供給の可否
及び発電電力量を評価し、前記発電電力量と経済性の予
測情報とに基づいて当該発電設備による発電事業の収益
性を評価する発電設備計画の評価方法において、 前記発電設備に対する1日の電力の負荷変化を考慮して
前記需要電力を予測する処理、他社との競争力の比較情
報を考慮して前記需要電力を予測する処理、前記発電設
備の信頼性を考慮して前記電力供給の可否及び供給可能
電力量を評価する処理、及び、環境に関する前記発電設
備の運転上の制約を考慮して前記電力供給の可否及び供
給可能電力量を評価する処理のうち、少なくとも2つの
処理を含むことを特徴とする発電設備計画の評価方法。5. The demand power for a power generation facility is predicted, and the demand power and the available power are compared to evaluate whether or not power can be supplied and the power generation amount, and the power generation amount and economic prediction information are obtained. In a method for evaluating a power generation facility plan for evaluating the profitability of a power generation business based on the power generation facility, a process of predicting the demand power in consideration of a daily load change of the power generation facility, competitiveness with other companies Processing for predicting the demand power in consideration of the comparison information, processing for evaluating whether or not the power can be supplied and the amount of power that can be supplied in consideration of the reliability of the power generation facility, and operation of the power generation facility related to the environment. The method for evaluating a power generation facility plan is characterized by including at least two processes out of the processes of evaluating whether or not the power can be supplied and the amount of power that can be supplied in consideration of the constraint.
電設備計画の評価方法において、 前記電力供給の可否及び発電電力量の評価を担うモデル
及び前記発電事業の収益性の評価を担うモデルは、評価
に使用する情報の不確かさを考慮した評価を行うことを
特徴とする発電設備計画の評価方法。6. The power generation facility plan evaluation method according to claim 1, wherein a model responsible for evaluating whether or not to supply the power and the amount of generated power is evaluated and the profitability of the power generation business is evaluated. The model to be taken is an evaluation method for a power generation facility plan, which is characterized by performing an evaluation considering the uncertainty of the information used for evaluation.
記需要電力と供給可能電力とを比較して電力供給の可否
及び発電電力量を評価し、前記発電電力量と経済性の予
測情報とに基づいて当該発電設備による発電事業の収益
性を評価するようにした発電設備計画の策定方法におい
て、 前記電力供給の可否及び発電電力量の評価結果と前記収
益性の評価結果とを最適化させて前記発電設備の建設計
画に対する指標を作ることを特徴とする発電設備計画の
策定方法。7. A power demand for a power generation facility is predicted, the demand power and the available power are compared to evaluate whether or not power can be supplied and the power generation amount, and the power generation amount and economic prediction information are obtained. In the method for formulating a power generation facility plan that evaluates the profitability of the power generation business based on the power generation facility, the power supply availability and the generated power amount evaluation result and the profitability evaluation result are optimized. A method of formulating a power generation facility plan, characterized in that an index for the construction plan of the power generation facility is created.
法において、 前記発電設備に対する1日の電力の負荷変化を考慮して
前記需要電力を予測する処理、前記発電設備の信頼性を
考慮して前記電力供給の可否及び供給可能電力量を評価
する処理、及び、環境に関する前記発電設備の運転上の
制約を考慮して前記電力供給の可否及び供給可能電力量
を評価する処理のうち、少なくとも1つの処理を含むこ
とを特徴とする発電設備計画の策定方法。8. The method for formulating a power generation facility plan according to claim 7, wherein a process of predicting the demand power in consideration of a daily load change of the power generation facility and the reliability of the power generation facility are considered. Then, the process of evaluating whether or not the power can be supplied and the amount of power that can be supplied, and the process of evaluating whether the power can be supplied and the amount of power that can be supplied in consideration of the operational constraint of the power generation facility regarding the environment, A method for formulating a power generation facility plan, which includes at least one process.
法において、 前記最適化の処理は、前記電力供給の可否及び発電電力
量の評価結果、前記収益性の評価結果、及び他社との競
争力の評価結果を最適化させて前記発電設備の建設計画
に対する指標を作ることを特徴とする発電設備計画の策
定方法。9. The method for formulating a power generation facility plan according to claim 7, wherein the optimization process includes an evaluation result of availability of the power supply and an amount of generated power, an evaluation result of the profitability, and a comparison with other companies. A method for formulating a power generation facility plan, characterized by optimizing a competitiveness evaluation result to create an index for the construction plan of the power generation facility.
方法において、 前記電力供給の可否及び発電電力量の評価及び前記発電
事業の収益性の評価は、評価に使用する情報の不確かさ
を考慮して行うことを特徴とする発電設備計画の策定方
法。10. The method for formulating a power generation facility plan according to claim 7, wherein the evaluation of the availability of power supply, the amount of generated power, and the profitability of the power generation business are performed based on the uncertainty of information used for the evaluation. A method of formulating a power generation facility plan, which is characterized by being considered.
給可能電力とを比較して電力供給の可否及び発電電力量
を評価し、前記発電電力量と経済性の予測情報とに基づ
いて当該発電設備による発電事業の収益性を評価する一
連の手順を実行させるプログラムであって、 前記発電設備に対する1日の電力の負荷変化を考慮して
前記需要電力を予測する処理、他社との競争力の比較情
報を考慮して前記需要電力を予測する処理、前記発電設
備の信頼性を考慮して前記電力供給の可否及び供給可能
電力量を評価する処理、及び、環境に関する前記発電設
備の運転上の制約を考慮して前記電力供給の可否及び供
給可能電力量を評価する処理のうち、少なくとも1つの
処理を付加したプログラム。11. The computer predicts power demand for power generation equipment, compares the demand power with the available power, evaluates whether power can be supplied and the amount of power generated, and predicts the amount of power generated and economic efficiency. A program for executing a series of procedures for evaluating the profitability of a power generation business by the power generation facility based on the information, and a process of predicting the demand power in consideration of a daily load change of the power generation facility. , A process of predicting the demand power in consideration of comparison information of competitiveness with other companies, a process of evaluating availability of the power and an available power amount in consideration of reliability of the power generation facility, and an environment A program added with at least one of the processes of evaluating whether or not the power can be supplied and the amount of power that can be supplied in consideration of operational constraints of the power generation facility.
給可能電力とを比較して電力供給の可否及び発電電力量
を評価し、前記発電電力量と経済性の予測情報とに基づ
いて当該発電設備による発電事業の収益性を評価する一
連の手順を実行させるプログラムであって、 前記電力供給の可否及び発電電力量の評価結果と前記収
益性の評価結果とを最適化させて前記発電設備の建設計
画に対する指標を作る処理を付加したプログラム。12. The computer predicts the power demand for the power generation facility, compares the demand power with the available power and evaluates whether or not power can be supplied and the power generated, and predicts the power generated and the economic efficiency. It is a program that executes a series of procedures for evaluating the profitability of a power generation business by the power generation facility based on information, and optimizes the availability of the power supply and the evaluation result of the amount of generated power and the evaluation result of the profitability. A program to which a process is added to generate an index for the construction plan of the power generation facility.
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