[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Jia et al., 2018 - Google Patents

Online trained neural network-PI speed controller for DTC based IPMSM drives

Jia et al., 2018

View PDF
Document ID
8975217237206185803
Author
Jia Z
Kim B
Publication year
Publication venue
International Journal of Electrical and Electronic Engineering & Telecommunications

External Links

Snippet

The paper presents an online trained NN-PI (Neural Network-Proportional Integral) speed controller employed in a SVM-DTC (Space Vector Modulation-Direct-Torque-Control) based Interior Permanent Magnet Synchronous Motor (IPMSM) drives. Back propagation (BP) …
Continue reading at www.ijeetc.com (PDF) (other versions)

Classifications

    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00—Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/14—Estimation or adaptation of machine parameters, e.g. flux, current or voltage
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P25/00—Arrangements or methods for the control of AC motors characterised by the kind of AC motor or by structural details
    • H02P25/02—Arrangements or methods for the control of AC motors characterised by the kind of AC motor or by structural details characterised by the kind of motor
    • H02P25/08—Reluctance motors
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00—Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/06—Rotor flux based control involving the use of rotor position or rotor speed sensors
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P6/00—Arrangements for controlling synchronous motors or other dynamo-electric motors using electronic commutation dependent on the rotor position; Electronic commutators therefor
    • H02P6/14—Electronic commutators
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P6/00—Arrangements for controlling synchronous motors or other dynamo-electric motors using electronic commutation dependent on the rotor position; Electronic commutators therefor
    • H02P6/08—Arrangements for controlling the speed or torque of a single motor
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P7/00—Arrangements for regulating or controlling the speed or torque of electric DC motors
    • H02P7/06—Arrangements for regulating or controlling the speed or torque of electric DC motors for regulating or controlling an individual dc dynamo-electric motor by varying field or armature current
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02P—CONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P23/00—Arrangements or methods for the control of AC motors characterised by a control method other than vector control

Similar Documents

Publication Publication Date Title
Jia et al. Online trained neural network-PI speed controller for DTC based IPMSM drives
Elbuluk et al. Neural-network-based model reference adaptive systems for high-performance motor drives and motion controls
Lin et al. Power perturbation based MTPA with an online tuning speed controller for an IPMSM drive system
Liu et al. Switched PI control based MRAS for sensorless control of PMSM drives using fuzzy-logic-controller
Khadar et al. Sensorless field-oriented control for open-end winding five-phase induction motor with parameters estimation
Leena et al. Artificial neural network controller for improved performance of brushless DC motor
Prasad et al. Fuzzy sliding mode control of a switched reluctance motor
Jia et al. Direct torque control with adaptive PI speed controller based on neural network for PMSM drives
Panicker et al. Hybrid PI-fuzzy controller for brushless DC motor speed control
Sarkar et al. SVPWM based vector control of PMSM drive in delta domain
Sridhar et al. Speed control of BLDC motor using soft computing technique
Hemavathy et al. Comparison of indirect vector control and direct torque control applied to Induction Motor drive
Reghioui et al. Enhancement of space vector modulation based-direct torque control using fuzzy PI controller for doubly star induction motor
Sulaiman et al. New methodology for chattering suppression of sliding mode control for three-phase induction motor drives
Masood et al. Review of ANFIS-based control of induction motors
Prasad et al. Fuzzy sliding mode control of a Permanent Magnet Synchronous Motor with two different fuzzy membership functions
Sayouti et al. Sensor less low speed control with ANN MRAS for direct torque controlled induction motor drive
Fatemimoghadam et al. Permanent magnet synchronous motor drive using deep-neural-network-based vector control for electric vehicle applications
Hossen et al. Performance analysis of a PMBLDC motor drive based on ANFIS controller and PI controller
Ananthamoorthy et al. Modelling, simulation and analysis of fuzzy logic controllers for permanent magnet synchronous motor drive
Deo et al. A review of speed control techniques using PMSM
Sun et al. A single neuron PID controller based PMSM DTC drive system fed by fault tolerant 4-switch 3-phase inverter
Mehrotra et al. Speed estimation of induction motor using artificial neural networks
Yaou et al. Control of the permanent magnet synchronous motor using model reference dynamic inversion
Neugebauer Parameter identification of a permanent magnet synchronous motor