Evolutionary Algorithms for Induction Motor Parameter Determination

نویسندگان

  • Phaderm Nangsue
  • Pragasen Pillay
  • Susan E. Conry
چکیده

Conventional Property Optimization Techniques Applicability Applicable toil specific problem domain. Number of points being simultaneSingle point ously searched Transition from current point to the Deterministic next Prerequisites Auxiliary knowledge such as gradient vectors. Provided bv the user Initial euess Abstract-This paper demonstrates the applicability of evolutionary algorithms to the problem of motor parameter determination. Motor parameter determination problems can range from high accuracy requirement for motor controlled drives to low accuracy requirements for system studies. The later problem is addressed here, using both the genetic algorithm and genetic programming. Comparative results are presented.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Optimal Design of Single-Phase Induction Motor Using MPSO and FEM

In this paper, a new approach is proposed for the optimum design of single-phase induction motor. By using the classical design equations and the evolutionary algorithms such as Genetic Algorithms (GA), Particle Swarm Optimization (PSO) and Modified Particle Swarm Optimization (MPSO), a Single Phase Induction Motor (SPIM) was designed with the maximum efficiency. The Finite Element Method (FEM)...

متن کامل

ارزیابی عملکرد الگوریتم‌های فراابتکاری در تخمین پارامترهای ساختاری موتور القایی قفسه سنجابی

Induction motors are so important in industry, so their protection and maintenance seem a vital issue. Continuous control of structural parameter of such motors is the way that can protect them. Appearance of a small problem in motor can change the value of structural parameter of    squirrel cage induction motor, such as; resistances of stator and rotor, inductances of stator an...

متن کامل

Induction Motor Parameter Identification Using a Gravitational Search Algorithm

The efficient use of electrical energy is a topic that has attracted attention for its environmental consequences. On the other hand, induction motors represent the main component in most industries. They consume the highest energy percentages in industrial facilities. This energy consumption depends on the operation conditions of the induction motor imposed by its internal parameters. Since th...

متن کامل

Application of Genetic Algorithms to Motor Parameter Determination

This paper applies genetic algorithms to the problem of induction motor parameter determination. Generally available manufacturers published data like starting torque, breakdown torque, full load torque, full load power factor etc, are used to determine the motor parameters for subsequent use in studying machine transients. Results from several versions of the genetic algorithm are presented as...

متن کامل

Evolutionary Multiobjective Optimization Algorithms For Induction Motor Design – A Study

Due to robustness, reliability, low price and maintenance free, Induction Motors (IMs) are used in most of the industrial applications. The influence of these motors (in terms of energy consumption) in energy intensive industries is significant in total input cost. This paper presents a review of Multiobjective Optimization (MO) in the design optimization of Induction Motor. The study is segmen...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004