[PDF] Top 20 Genetic algorithm based design optimisation for permanent magnet synchronous motors

... the optimisation task can be carried out more successfully. The design of a system using a selected design vector is analogous to an individual who is fighting for survival within a larger ... See full document

... efficient design methodology for the specification, development and manufacture of permanent magnet synchronous ...A genetic algorithm based design ... See full document

... Electrical motors used in electric vehicle should possess high operational efficiency and high power ...The Permanent Magnet (PM) motors are becoming paramount machines due to many advantages ... See full document

... network based on the DP cost function Eq. (16) and the BPTT training algorithm, and 5) repeating the process for all the sample initial states and reference dq currents until a stop criterion associated ... See full document

... The intention is not to improve the analytical method to the extent of replacing the finite element method but to improve it to a level where it is able to help the motor designer achieve a good ‘first cut’ design ... See full document

... a permanent magnet synchronous motor ...is based on a representation of the state of the dynamic model of the ...the genetic algorithm is proposed as an intelligent technique ... See full document

... chaotic permanent magnet synchronous ...is based on the setting the desired Lyapunov exponents approach and is used to prevent the motor drive system from chaos and make it track the desired ... See full document

... system based on a PMSM has been introduced in this paper. The system design operates at maximum efficiency, thanks to the implementation of a MPP tracking ... See full document

... by Permanent Magnet Synchronous Motors (PMSM) in tracking ...control design. Compared with the torque control, the control design is simpler, easier to implement with better ... See full document

... in Permanent Magnet Synchronous Motor is one among the noteworthy applications of evolving control ...of Permanent Magnet Synchronous ...a Genetic ... See full document

... The algorithm includes using an ANN as the basis function to create a surrogate model, and employing a multi-objective Pareto optimization method to calculate the best set of possible designs (Pareto solutions) ... See full document

... years, permanent magnet synchronous motors (PMSM) had experienced rapid growth and had been increasingly applied in many automation control field mainly due to the advantages of better power ... See full document

... machine design candidates and evaluates the designs based on their performance across the drive-cycle representative load ...evolutionary algorithm modifies the geometrical structure of the machine ... See full document

... electrical motors, Permanent Magnet Synchronous Motors (PMSMs) are reliable and efficient motors in industrial ...of motors, they are replacing conventional electric ... See full document

... Line-start permanent magnet synchronous motors (LS-PMSMs) are ideally suitable for fixed speed industrial applications such as fans, compressors and pumps drives ...a design challenge ... See full document

... The existing Literature [5-14], considers diverse me- thods of optimization, but none establishes as objectives the maximization of thrust and the minimization of ripple. In addition, techniques that suppose certain ... See full document

... for permanent pole motors is introduced in this paper using a robust ...progressive design process is presented, which aids the designer in the selection of practical basis shapes that will give ... See full document

... geared permanent magnet dc motors [11]. Motors play a dominant role to control the robot manipulator in ...by permanent magnet dc ...direct-drive motors are bulky such ... See full document

... This paper investigates the symmetrical voltage sags consequences on PMSM behavior. A qualitative method called "stator flux trajectory analysis" is also presented to show field parameters and the phenomenon ... See full document

... machine design can overcome the problem of separated stator core which lead to difficulty in manufacturing design as well as flux leakage to the outer ...initial design motor not only can solve the ... See full document