电器与能效管理技术Issue(23)：19-23,5.DOI:10.16628/j.cnki.2095-8188.2018.23.004
基于实测误差补偿的含永磁电磁结构多目标优化方法
Multi-Objective Optimization Method for Electromagnetic Devices with Permanent Magnet Based on Compensation of Measured Error
梁慧敏 1廖晓宇 1陈昊 1叶雪荣 1陈丹2
作者信息
- 1. 哈尔滨工业大学 电气工程及其自动化学院, 黑龙江 哈尔滨 150001
- 2. 桂林航天电子有限公司, 广西 桂林 541000
- 折叠
摘要
Abstract
A fast calculation method was proposed that aims at electromagnetic devices with permanent magnet ( PM) characteristics of strong non-linearity, low solving precision. The response surface method was used to derive the basis function, and the error between actual measured values and calculated values was modified by the Kriging method. On the basis of the calculation model, the distributed collaborative strategy was adopted to fulfill the parallel execution of the fast computation. Simultaneously, the updating strategy of particles was improved, and the robustness of the multi-objective particle swarm optimization algorithm in solving the optimization problem of electromagnetic devices with PM was enhanced. Effectiveness of the method proposed in this paper was verified by the case study of a specific type of electromagnetic relay with PM.关键词
近似模型/设计优化/克里金法/粒子群优化(PSO)/响应面Key words
approximation model/design optimization/Kriging/particle swarm optimization (PSO)/response surface分类
信息技术与安全科学引用本文复制引用
梁慧敏,廖晓宇,陈昊,叶雪荣,陈丹..基于实测误差补偿的含永磁电磁结构多目标优化方法[J].电器与能效管理技术,2018,(23):19-23,5.
