Maximum Torque per Ampere Control of Permanent Magnet Synchronous Motor Using Genetic Algorithm
Permanent magnet synchronous motor (PMSM) drives have many advantages over other drives, i.e. high efficiency and high power density. Particularly, PMSMs are epoch-making and are intensively studied among researchers, scientists and engineers. This paper deals with a novel high performance controller based on genetic algorithm. The scheme allows the motor to be driven with maximum torque per ampere characteristic. In this paper assuming an appropriate fitness function, the optimum values for d-axis current of motor set points at each time are found and then applied to the controller. Simulation results show the successful operation of the proposed controller.
Jahns TM, Kliman GB, Neumann TW. Interior permanent magnet synchronous a motors for adjustable-speed drive. IEEE Transactions on Industry Applications. 1986; 22(4): 738-747.
Rahman MA, Zhou, P. Field circuit analysis of brushless permanent magnet synchronous motors. IEEE Transactions on Industry Electronics. 1996; 43(2): 256-267.
Viarouge P, Lajoie-Mazenc M, Andrieux C. Design and Construction of a Brushless Permanent Magnet Servomotor for Direct-Drive Application. IEEE Transactions on Industry Applications. 1987; 23(3): 526-531.
Slemon GR. On the Design of High-Performance Surface-Mounted PM Motors. IEEE Transactions on Industry Applications. 1994; 30(1): 134-140.
Xu L, Ye L, Zhen L, El-Antably A. A New Design Concept of Permanent Magnet for Flux Weakening Operation. IEEE Transactions on Industry Applications. 1995; 31(2): 373-378.
La Ree JD, Boules N. Magnet Shaping to Reduce Induced Voltage Harmonics in PM Machines with Surface Magnets. IEEE Transactions on Energy Conversion. 1991; 6(1): 155-161.
Soong WL, Staton DA, Miller TJ. Design of a New Axially-Laminated Interior Permanent Magnet Motor. IEEE Transactions on Industry Applications. 1995; 31(2): 358-367.
Nasar SA, Boldea I, Unnewehr LE. Permanent Magnet, Reluctance and Self-Synchronous Motors. Florida: CRC Press, Inc., 1993.
Morimoto S, Takeda Y, Hirasa T, Taniguchi K. Expansion of Operating Limits for Permanent Magnet Motor by Current Vector control Considering Inverter Capacity. IEEE Transactions on Industry Applications. 1990; 26(5): 866-871.
Chalmers BJ, Musaka L, Gosden DF. Variable-Frequency Synchronous Motor Drives for Electric Vehicles. IEEE Transactions on Industry Applications. 1996; 32(4): 896-903.
Sneyers B,; Maggetto G, Van Eck JL. Inverter fed permanent magnet synchronous motor road electric traction. ICEM, 1982:550-553.
Rahman MA, Uddin MN, Abido M. An artificial neural network for online tuning of genetic algorithm based PI controller for interior permanent magnet synchronous motor drive. Power Conversion Conference.PCC. Osaka. 2002; 1: 154 -160.
Uddin MN, Rahman MA. High-Speed Control of IPMSM Drives Using Improved Fuzzy Logic Algorithms. IEEE Transactions on Industrial Electronics. 2007; 54(1): 190-199.
Cho DH, Jung HK, Chung TK, Lee CG. Design of a short-time rating interior permanent magnet synchronous motor using a niching genetic algorithm. IEEE Transactions on Magnetics, 2000; 36(4): 1936-1940.
Sim DJ, Chun JS, Cho DH, Jung HK, Chung TK. Efficiency optimization of interior permanent magnet synchronous motor using genetic algorithms. IEEE Transactions on Magnetics. 1999; 33(2): 1880-1883.
Kamiya M. Development of traction drive motors for the Toyota hybrid system. International Power Electronics Conference. Niigata. 2005.
Bianchi N, Bolognani S, Zigliotto M. High performance PM synchronous motor drive for an electrical scooter. IEEE Transactions on Industry Applications 2001; 37(5): 1348-1355.
Goldberg DE. Genetic Algorithms in Search, Optimization and Machine Learning. Addison Wesley. 1989.
Semeraro GP. Evolutionary analysis tools for Real-Time systems. The sixth International symposium on Modeling, analysis and Simulation of Computer and Telecommunication Systems. Montreal. 1998.
Muhlenbein D, Chlierkamp V. Predictive Models for the Breeder Genetic Algorithm. Evolutionary Computation. 1993; 1(1): 25-49.
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