Background technology
Along with mondial asd number increases, for the equipment in the building, like electromechanical equipments such as air-conditioning, blower fan, elevators, and the management control of other facilities such as hose saddle, alarm, gate inhibition's equipment is more and more important.In claims and instructions of the application, so-called facilities and equipment comprises electromechanical equipment and other facilities.Facilities and equipment management system of the prior art; Mostly just adopt facilities and equipment quantity, the nameplate information of facilities and equipment, the maintenance log of facilities and equipment or the like the means of analyzing; Facilities and equipment to building is done the effect that an information gathers; And can not use the robotization means to gather each facilities and equipment real-time running data and design parameter in real time; More be difficult to accomplish cross-platform, interdepartmental system " data are accessible between thing and the thing shares " function, be merely able to, particularly can not accomplish in real time each parts of facilities and equipment to be done service data and design parameter comparative analysis through manual entry product parameters and operational factor; Can't investigate and foresee in advance the time of occurrence node of facilities and equipment fault, and fault the extent of injury that facilities and equipment is caused.
The inventor finds that also there is following problem in common facilities management software still more:
1, system runs into the problem that processing speed is not rapid, data protection can't realize when handling a large amount of historical data;
2, system does not carry out comprehensive facilities and equipment and parts service data statistics, analyzes and management control from aspects such as design factor, environment for use, use habit, human factor, operating index, management system, fault base stake, fault performance, fault statistics, operation optimizations; Only be that the part statistics is offered the user; Let user oneself go to revise on-the-spot operational management control model, thereby can't realize the optimization configuration of facilities and equipment operational management according to statistics.
3, can not realize building in cross-platform, the interdepartmental system of all devices facility " thing with thing data in real time exchange ", and realize interdepartmental system, according to the installations and facilities management of functional requirement with control.
Cloud computing is the network technology that grew up in recent years, and it is that calculation task is distributed on the resource pool of great amount of calculation mechanism one-tenth, makes various application systems can obtain computing power, storage space and various software service as required.Each big IT company is numerous and confused release own based on cloud computing platform service, like Google (GOOGLE), Microsoft, Yahoo, Amazon (Amazon) or the like, the summary cloud computing of getting up has following characteristics:
(1) ultra-large." cloud " has suitable scale, and the Google cloud computing has had more than 100 ten thousand station servers, and Amazon, IBM, Microsoft, Yahoo etc. " cloud " all has the hundreds of thousands station server.The privately owned cloud of enterprise generally has hundreds of thousands of station servers, and " cloud " can be given the user unprecedented computing power.
(2) virtual.Cloud computing support the user at an arbitrary position, use various terminals to obtain application service.Institute's requested resource is from " cloud ", rather than fixing tangible entity.Be applied in somewhere operation in " cloud ", but in fact the user need not to understand, does not also worry using the particular location of operation.Only need a notebook or a mobile phone, just can realize all that we need, even comprise the task that supercomputing is such through the network service.
(3) high reliability." cloud " used measures such as the many copies of data are fault-tolerant, the computing node isomorphism is interchangeable to ensure the high reliability of service, and it is more reliable than using local computer to use cloud computing.
(4) versatility.Cloud computing to certain applications, can not construct Protean application under the support of " cloud ", same " cloud " can support different application operations simultaneously.
(5) enhanced scalability.The scale of " cloud " can dynamic retractility, satisfies the needs of using with the userbase growth.
(6) on-demand service." cloud " is a huge resource pool, and you buy as required; Cloud can resemble tap water, electricity, and coal gas is such to charge.
(7) extremely cheap.Because the special fault-tolerant measure of " cloud " can adopt extremely cheap node to constitute cloud; The robotization centralized management of " cloud " makes a large amount of enterprises need not to bear high day by day data center's handling cost; The versatility of " cloud " makes the utilization factor of resource significantly promote than legacy system; Therefore the user can enjoy the low-cost advantage of " cloud " to the full, often needs only cost hundreds of dollar, the task of several days time with regard to needing tens thousand of dollars, time several months to accomplish before accomplishing.
(8) technology of Internet of things is the reliable guarantee that cloud computing realizes the cross-platform exchange of field equipment data, and its essential implication is " thing links to each other with thing, intercommunication, and data sharing ".
(9) core of " technology of Internet of things " and basis remain " Internet technology ", are extension and a kind of network technology of expansion on the Internet technology basis; Its user side extends and has expanded between any article and the article, carries out message exchange and communication.Therefore; The definition of technology of Internet of things is: through information sensing equipment such as RF identification (RFID), infrared inductor, GPS, laser scanners; Agreement by agreement; Any article are connected with the internet, carry out message exchange and communication, to realize a kind of network technology of intelligent identification, location, tracking, monitoring and management.
(10) Internet of Things (Internet of Things) refers to end-equipment (Devices) and the facility (Facilities) with ubiquitous (Ubiquitous); The sensor, portable terminal, industrial system, digital control system, home intelligent facility, video monitoring system etc. and " external the enabling " that comprise and possessing " inherent intelligence " (Enabled); As stick the sundry assets (Assets) of RFID, the individual who carries wireless terminal and vehicle or the like " intelligent object or animal " or " SMART DUST " (Mote); Realize interconnecting (M2M), uses integrated greatly (Grand Integration) and based on the SaaS of the cloud computing isotype of operating through various wireless and/or wired long distances and/or short distance communication network; Under Intranet (Intranet), private network (Extranet) and/or internet (Internet) environment; Adopt the suitable message Security Assurance Mechanism; Provide that the controlled and even personalized real time on-line monitoring of safety, location are reviewed, alarm linkage, dispatch control, program management, Long-distance Control, safety precaution, long-range repair and maintenance, online upgrading, statistical report form, decision support, leader's desktop (concentrating the Cockpit Dashboard that shows) wait the management and service function, realizes " pipe, the control, seek " of " efficient, energy-conservation, safety, environmental protection " of " all things on earth " integrated.
Embodiment
Specify the embodiment of the utility model below in conjunction with accompanying drawing.
The structural representation of the utility model embodiment as shown in Figure 1 based on the green building facilities and equipment management control system of cloud computing, the structural representation based on the green building facilities and equipment management control system of cloud computing of the utility model comprises:
Internet of Things field control appearance 11, the normal operational factor of the facilities and equipment that is used for setting according to the user is carried out on-the-spot operational management and control to each facilities and equipment 10, and the normal operational factor that will set sends the management of cloud computing facilities and equipment to and controls platform 13; Internet of Things field control appearance 11 comprises customer parameter setup unit 111, and the user can set the normal operational factor of facilities and equipment 10.And when the design parameter of the design parameter of needs input building in the database of management of the facilities and equipment of cloud computing green building and control platform 13 or facilities and equipment; The design parameter of customer parameter setup unit 111 input buildings that can also be through Internet of Things field control appearance 11 and the design parameter of facilities and equipment are like nameplate information etc.Such as said facilities and equipment is air-conditioning; Then the user is provided with the running status, air quantity parameter, water yield parameter, corresponding spare and accessory parts functional parameter etc. of air-conditioning according to demand, and the normal operational factor that will set sends management of cloud computing facilities and equipment and control platform 13 to.The Internet of Things field control appearance 11 that present embodiment adopted is the controllers that utilize the technology of Internet of things research and development; It has unique ip address; Can be corresponding one by one with the facilities and equipment at scene; Be used for the ruuning situation of the facilities and equipment at scene is analyzed and controlled, and realize the real-time, interactive of the cross-platform and interdepartmental system of data between installations and facilities.
Internet of Things on-site data gathering appearance 12 is used to gather the actual operation parameters of each facilities and equipment 10 and sends the management of cloud computing facilities and equipment to and control platform 13; The actual operation parameters of facilities and equipment 10 comprises pressure, flow, vibration frequency, vibration acceleration, running temperature, wear extent, electric current, voltage, power, rotating speed and slip.For electrical category equipment; The electric current of motor, voltage, power, rotating speed are the parameters that must measure; To rotatable parts, its vibration acceleration, running temperature, wear extent also are to need monitoring in real time, and the pressure of liquid, flow and slip also are to need monitoring in real time.These actual operation parameters that management of cloud computing facilities and equipment and control platform 13 need monitor judge whether each facilities and equipment is in normal operating conditions, so that adjust its on-the-spot operational management and control model.
Internet of Things on-site data gathering appearance 12; Be generally the awareness apparatus of all kinds of band network transmission function; And have that certain data statistics, data analysis, data gather, the data upload function; Accomplish the collection and the rough estimates analytic function of data, its concrete model and actual quantity are to set as required, have a lot of Internet of Things on-site data gathering appearance 12.In the present embodiment, Internet of Things on-site data gathering appearance 12 is the collection in worksite appearance that utilize the technology of Internet of things research and development, has unique ip address.Sensor can be the sensor that all temps sensor, liquid leak sensor, air flow sensor, torque sensor, speed probe, air velocity transducer, micro-acceleration sensor etc. are used for the operation conditions of measure field facilities and equipment.The actual operation parameters of the facilities and equipment that collects 10 is transferred to management of cloud computing facilities and equipment and control platform 13 through communication network, and wherein communication network can be the perhaps more advanced transmission network of future generation (4G) of wireless INTERNET net, wired INTERNET net, GPRS, dipper system, GPS and 3G net etc.
Management of cloud computing facilities and equipment and control platform 13 are used for adjusting on-the-spot operational management and the control model of said Internet of Things field control appearance to said each facilities and equipment according to the actual operation parameters of said each facilities and equipment 10 that is collected and the normal operational factor of user's setting.The purpose of adjustment is to realize the optimization configuration of the normal operation of facilities and equipment, reduces failure rate, reduces maintenance cost, guarantees that facilities and equipment is in optimal operational condition or the like.The management of cloud computing facilities and equipment and the control platform 13 of present embodiment specifically comprise:
Receiving element 131, the normal operational factor of the facilities and equipment 10 that actual operation parameters and the user who is used to receive each facilities and equipment 10 that Internet of Things on-site data gathering appearance 12 collected sets through Internet of Things field control appearance 12;
Whether first judging unit 132, the normal operational factor that is used to judge the facilities and equipment 10 that actual operation parameters and the user of the said facilities and equipment 10 that is collected set mate and generate judged result;
Moving model generation unit 133; Be used for when the judged result of said first judging unit 132 during, generate corresponding moving model according to the design parameter of the actual operation parameters of said each facilities and equipment 10 and the design parameter of said each building, said facilities and equipment for coupling.
Database 130 is used to store the history run model of various facilities and equipments 10; There is the history run model of the various facilities and equipments that meet industry standard (like producer's design parameter of design standards, facilities and equipment etc.) in the database and by files such as related specifications, standard agreement or the optimized operation model admitted; These history run models have been considered evaluation criterions such as function mark post, efficient mark post, performance mark post, and its running status is the most rational comparatively speaking.
Whether second judging unit 134, the history run model of the facilities and equipment that the moving model that is used for judging said generation and database 130 are corresponding mate and generate judged result; The foundation of the history run model of facilities and equipment receives the restriction of operation constrained parameters usually, and the operation constrained parameters are different, and the history run model of corresponding facilities and equipment is just different.Said operation constrained parameters comprise in applied environment parameter, design parameter, spare and accessory parts design parameter, application places type parameter and the actual motion type parameter of said each facilities and equipment a kind of or its combination and with the combination of other constrained parameters (like the Control and Optimization pattern).The applied environment parameter of each facilities and equipment comprises geographic position, meteorologic parameter or the like; Design parameter comprises operation conditions, design power, measurement range, design efficiency or the like, and the application places type parameter comprises types such as market, supermarket, hotel, office building, exhibition center, machine room, industrial premises, dwelling house, national grid.The user is through the operation constrained parameters of the moving model of the current generation of operation constrained parameters setup unit 14 inputs; In database 130, find corresponding historical moving model (promptly moving the history run model of the moving model coupling of constrained parameters and said generation) according to these operation constrained parameters then; Whether the correlation parameter in the moving model of judgement generation and the operate as normal parameter of setting mate again; The operation of explanation facilities and equipment is unreasonable if do not match, and needs adjustment.The moving model unit interval facilities and equipment vibration acceleration that for example generates requires 1000g, (unit is consistent with the unit of acceleration of gravity, for the every quadratic power of rice second); If but less than or greater than more than 10% of setting value; The running status that then can infer this facilities and equipment is undesired, or resonates, or excessive wear appears in spare and accessory parts; Perhaps off-centre etc. need be adjusted facilities and equipment.
Control model adjustment unit 135 is used for judged result when said first judging unit 132 or said second judging unit 134 and is the on-the-spot operational management and the control model of 11 pairs of said each facilities and equipments of adjustment Internet of Things field control appearance when not matching.The explanation running status that do not match is undesirable, need adjust to guarantee that facilities and equipment normally moves on-the-spot operational management and control model, and till best operating point is realized coupling, thus the optimization configuration of realization operation conditions.When the judged result of said first judging unit 132 when not matching, explain that operation can't reach the requirement of the target that the user sets, and need directly adjust; When the judged result of said second judging unit 134 when not matching; Though explain that running status can reach the user and set requirement; But also not optimum, do not consider evaluation criterions such as function mark post, efficient mark post, performance mark post, further optimize running status thereby be necessary to adjust.When if the judged result of said second judging unit 134 is coupling; Explain that the moving model that generates is reasonably satisfactory; The moving model that then will pass through the said generation in adjustment back joins in the said database, enriches historical data, for follow-up operation management and control provide reference.
Certainly, the control model that cloud computing facilities and equipment management and 13 pairs of Internet of Things field controls of control platform appearance 11 are controlled has a variety of, and the foregoing description has only provided wherein a kind of.
Easy to use for the user, the green building facilities and equipment management control system based on cloud computing of present embodiment can be made display interface intuitively, and the user only need manage and control and get final product through display interface.
The advantage of using management of cloud computing facilities and equipment and control platform to carry out the facilities and equipment management and controlling is fairly obvious; The scale property of cloud computing and the characteristics of extensibility make ultra-large energy consumption centralized control to realize; Can realize the management and the control of the facilities and equipment of any kind of in the global range theoretically; Comprise the operational management and control or the like of all kinds of dynamo-electric facilities and equipments in the building, range of application is wider; The virtualized characteristics of cloud computing make each user need not to dispose separately independently operational management and control platform when carrying out the facilities and equipment operational management with control, but in " cloud ", obtain as required, greatly reduce cost; The characteristics of the resource sharing of cloud computing make that the interior historical data of The whole control platform is very abundant, can mate best historical data as a reference, thereby realize the optimization configuration of facilities and equipment operation.Facilities and equipment management and the control platform of the utility model through can compatible all different manufacturers; Under a uniform platform, control carrying out operational management in a lot of the object sets; Realize foreseeing to greatest extent the facilities and equipment fault and regulate control automatically with networking; Thereby realize the optimization configuration of facilities and equipment operation conditions, reach better facilities and equipment and administer and maintain effect.
Present embodiment based on the green building facilities and equipment management control system of cloud computing it to be carried out management control process following:
One, accomplishes detecting sensor and data message login work through the field type facility mechanical floor
Field type facility mechanical floor: comprise Internet of Things on-site data gathering appearance 12 (generally being various kinds of sensors) and Internet of Things field control appearance 11 with unique ip address; The 12 main collections of accomplishing various types of signal of Internet of Things on-site data gathering appearance, Internet of Things field control appearance 11 mainly carries out on-the-spot operational management and control to corresponding facilities and equipment.
All signals directly insert IP network through the Internet of Things switch, are uploaded to collection, storage, the statistics and analysis database of the signal of management of cloud computing facilities and equipment and control platform through internet (wireless or wired mode all can).
The design parameter of the design parameter of building and the employed facilities and equipment of building is through the cloud computing platform login, and the information of typing gets into collection, storage, statistics, analysis and the model database of the facilities and equipment information of management of cloud computing facilities and equipment and control platform.
The total system framework is based on Ethernet (Lan/WLan); Adopt ICP/IP protocol, management of cloud computing facilities and equipment and control platform can pass through OBIX, SNMP; Agreement such as XML and on-the-spot control device equipment are like Internet of Things field control appearance and the appearance communication of Internet of Things on-site data gathering and obtain data.Mainly obtain following data:
◆ the various detailed status at reference mark, fault, operation or the like data
◆ the warning summary table
◆ the operation conditions of the facilities and equipment that obtains through detections such as flow sensor, speed probe, acceleration transducer, vibration transducers and each spare and accessory parts of facilities and equipment
◆ the design parameter of the design parameter of building and the facilities and equipment of building
Do the actual functional capability explanation with handpiece Water Chilling Units operational management common in the building and control mode below:
In the operational management of unit required, handpiece Water Chilling Units chilled water in service and chilled water pass in and out parameter should be in following scope:
The Inlet and outlet water pressure reduction of chilled water Inlet and outlet water pressure reduction 0.1-0.15Mpa, 4-5 ℃ of the Inlet and outlet water temperature difference, chilled water is between 0.1-0.15Mpa;
4-5 ℃ of the Inlet and outlet water temperature difference of chilled water, chilled water leaving water temperature are less than 47 ° of F (8.5 ℃), and the cooling water system maximum pressure must not surpass 1.3Mpa, and system's maximum pressure of chilled water must not surpass 0.4Mpa.
After refrigeration machine works well, can collect the service data of handpiece Water Chilling Units through different Internet of Things data collecting instruments, and with database in do relatively corresponding and judge whether to meet following normal service requirement:
(1) the fuel tank temperature should be between 140-150 ° of F, otherwise will do the temperature early warning, and warning message is shown in the corresponding link of management of cloud computing facilities and equipment and control platform automatically, and do corresponding adjustment and control through corresponding Internet of Things controller.
(2) bearing return oil temperature should be between 150-175 ° of F; When the Internet of Things data collecting instrument collects bearing return oil temperature just often; Management of cloud computing facilities and equipment and control platform will send control signal makes corresponding Internet of Things controller that oil heater is stopped heating; When the normal value of the returning-oil temperature region of bearing return oil temperature, management of cloud computing facilities and equipment and control platform will send control signal makes corresponding Internet of Things controller open corresponding oil heater.
(3) reading that shows of control center's oil pressure gauge, differential pressure should be 138---between the 172kpa.When the Internet of Things data collecting instrument collects differential pressure when too small, management of cloud computing facilities and equipment and control platform then can send differential pressure too small several kinds maybe with corresponding robotization pipeline and control measure: pipeline is revealed, counter-measure: leakage detection, leak stopping automatically;
The fuel reserve tank low on fuel, counter-measure; Automatic oiling;
Pump speed is low excessively, counter-measure: regulating pump speed increases;
There is water to leak to fuel tank, counter-measure: more to change oil;
Oil quality is poor excessively, counter-measure: change oil.
And when cloud computing facilities and equipment management and control platform judge that Internet of Things oil pressure Acquisition Instrument data are too high, then can send differential pressure excessive several kinds maybe with corresponding robotization pipeline and control measure:
Line clogging, counter-measure:--connect pipeline automatically;
Fuel reserve tank oil mass overfill, counter-measure:--draining is to rationally automatically;
Pump speed is too high, counter-measure:--regulate pump speed and reduce.
Other parameter control is similar to the control of oil pressure; After parameter value is through management of cloud computing facilities and equipment and the judgement of control platform; In case exceed normal range; Then directly provide corresponding automatic management and control command, make on-the-spot Internet of Things controller do control corresponding and adjusting through background data base.Wherein, need other parameters following through monitoring:
(4) pressure of condenser is different because of the design conditions of its main frame, and scope is generally between 0-76kpa.
(5) leaving water temperature of condenser is in most applicable cases, and water temperature generally must not be lower than 65 ° of F.
(6) pressure of evaporator is also different because of the design conditions of main frame, its scope generally-51 between-18hg the vacuum tightness.
(7) inflow temperature of evaporator must not be higher than 32 ℃, forbids being higher than 38 ℃, and leaving water temperature is different because of the design conditions of main frame, and " comfortableness " air-conditioning water temperature generally is set in 9--7 ℃, must not be lower than 5 ℃, evaporating temperature 5-2 ℃, must not be lower than 0 ℃.
(8) the numerical value of deaerator pressure should be in half part of evaporator and condenser pressure with fixed attention.
Other security safeguard measures; Protectiveness is shut down: after the data of Internet of Things on-site data gathering appearance are analyzed through the management of cloud computing facilities and equipment and control platform, when find that refrigeration unit emerged in operation evaporating pressure is low excessively, the fuel tank oil pressure is crossed, the chilled water leaving water temperature is low excessively, brownout, chilled water lack of water, chilled water lack of water, faults such as main motor temperature is too high, condensing pressure is too high, excessive discharge temperature, the management of cloud computing facilities and equipment and control platform all can do through network and report to the police and give an order and realize auto stop to on-the-spot Internet of Things controller.After fault was handled automatically and eliminated, start just can reset.
In addition, the data when breaking down get into the historical data base model simultaneously, as analyze reference value next time.
Two, realize the analysis of data and relevant control through control with analysis layer
Other controller of field level is realized other control of field level according to detection signal and user's goal-setting parameter to corresponding facilities and equipment at the scene, and various types of signal is uploaded to collection, storage, the statistics and analysis database of the facilities and equipment information of management of cloud computing facilities and equipment and control platform.
The model algorithm kind of the management of cloud computing facilities and equipment and control platform cloud computing facilities and equipment management and control platform has a variety of; Mainly be divided into regular algorithm and Event triggered algorithm; Wherein regularly algorithm comprises: algebraic manipulation, total value are calculated, facilities and equipment working time, boolean Boolean computing, data integration, piecewise linear function, maximum and minimum value record etc., and the Event triggered algorithm comprises: the warning of form task and presented event, site groups group control, zone or cohort warning, unitized construction etc.According to concrete needs selection algorithm, set up controlling models during use.
The process flow diagram of green building facilities and equipment management control method based on cloud computing as shown in Figure 2, this method comprises:
S11: the normal operational factor of the facilities and equipment of setting according to the user is carried out on-the-spot operational management and control to each facilities and equipment; And sending the normal operational factor that said user sets to the management of cloud computing facilities and equipment and control platform, described normal operational factor is set through Internet of Things field control appearance.
S12: gather the actual operation parameters of said each facilities and equipment and send the management of cloud computing facilities and equipment to and the control platform; Wherein, Described actual operation parameters is often referred to the directly real time execution parameter of each facilities and equipment of collection of various kinds of sensors, comprises pressure, flow, vibration frequency, vibration acceleration, running temperature, wear extent, electric current, voltage, power, rotating speed and slip etc.During the actual operation parameters of said each facilities and equipment is netted through wireless INTERNET net, wired INTERNET net, GPRS, 3G and 4G any sends management of cloud computing facilities and equipment and control platform to.
S13: execute under management and the control platform at the cloud computing green building and to adjust on-the-spot operational management and control model to said each facilities and equipment according to the actual operation parameters of said each facilities and equipment that collects and the normal operational factor of A that the user sets.
Owing to used management of cloud computing facilities and equipment and control platform to carry out running status management control; The scale property of cloud computing and the characteristics of extensibility make ultra-large energy consumption centralized control to realize; Can realize the facilities and equipment management control of any kind of in the global range theoretically; Comprise Architectural Equipment equipment operation management control or the like, range of application is wider; The virtualized characteristics of cloud computing make each user need not to dispose separately independently facility facilities and equipment management and control platform when carrying out operational management control, but in " cloud ", obtain as required, greatly reduce cost; The characteristics of the resource sharing of cloud computing make that the interior historical data of The whole control platform is very abundant, can mate best historical data as a reference, thereby realize the optimization configuration of the energy.
The process flow diagram of green building facilities and equipment management control method based on cloud computing as shown in Figure 3, this method is on the basis of operational management control method based on cloud computing shown in Figure 2, and said S13 step specifically comprises:
S131: judge whether the actual operation parameters of the said facilities and equipment that is collected and the normal operational factor that said user sets mate; If do not match, carry out the S135 step, if coupling is carried out the S132 step;
S132: the moving model that generates corresponding facilities and equipment according to the actual operation parameters of the design parameter of the design parameter of each building, said facilities and equipment and said facilities and equipment;
S133: whether the history run model of corresponding facilities and equipment matees in the moving model of judging said generation and the database; If do not match, carry out the S135 step; If coupling is carried out the S134 step: keep on-the-spot operational management and control model to each said facilities and equipment; The history run model of corresponding facilities and equipment is meant the history run model of the facilities and equipment that the moving model of operation constrained parameters and said generation matees in the said database, and said operation constrained parameters comprise a kind of or its combination in applied environment parameter, design parameter, application places type parameter and the actual motion type parameter of said each facilities and equipment.
S135: adjustment is to the on-the-spot operational management and the control model of said each facilities and equipment.
After carrying out said S134 step, also comprise the S136 step, will generate corresponding moving model according to the actual operation parameters of said facilities and equipment and join in the database, enrich historical data, for follow-up management control provides reference.
More detailed introduction please refer to above-mentioned based on the facilities and equipment management of cloud computing and the statement among the control platform embodiment.
The method of present embodiment is on the basis of green building facilities and equipment management control method based on cloud computing shown in Figure 2; Specifically provided and a kind ofly under green building facilities and equipment management control system, how to have adjusted said Internet of Things field control appearance said each on-the-spot operational management and the method for control model of facilities and equipment based on cloud computing; It has made full use of the abundant characteristics of historical data of cloud computing green building facilities and equipment management control system, has further optimized moving model.
Above embodiment is merely the exemplary embodiment of the utility model, is not used in restriction the utility model, and the protection domain of the utility model is limited additional claims.Those skilled in the art can make various modifications or be equal to replacement the utility model in the essence and protection domain of the utility model, this modification or be equal to replacement and also should be regarded as dropping in the protection domain of the utility model.