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一种基于遗传算法的输油泵模糊控制器 被引量:5

A Genetic Algorithm Based Fuzzy Controller for Oil Feeding Pump
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摘要 针对输油泵系统的特点 ,提出了一种采用 2个模糊控制器的输油泵控制方案 ,并应用改进的遗传算法对隶属函数和融合因子进行了优化。仿真结果表明 ,该控制器在输油泵系统中能对流量、入口压力。 A control strategy for oil feeding pump which is suitable for the features of oil feeding pump system is stated. The system is composed of two fuzzy controllers. The subordinate function and merges factor are optimized by using improved genetic algorithm. The result of simulation shows that the controller implemented the coordinated control for flow, inlet pressure and outlet pressure in oil feeding pump system.
出处 《自动化仪表》 CAS 北大核心 2001年第10期19-21,共3页 Process Automation Instrumentation
关键词 模糊控制器 输油泵 遗传算法 Fuzzy control Oill feeding pump Genetic algorithm
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参考文献3

  • 1[1]C. C. Lee. Fuzzy logic in control systems: Fuzzy logic controller-Part Ⅰ and Part Ⅱ[J]. IEEE Trans on System, Man and Cybernetics, 1990,20(2):404~435
  • 2[2]Yi-Sheng Zhou, Lin-Ying Lai. Optimal design for fuzzy controller by genetic algorithms [J]. IEEE Trans on Industry Applications, 2000,36(1):93~97
  • 3[3]Srinivas M, Patnaik L M. Adaptive probabilities of crossover and mutation in gas [J]. IEEE Trans on System, Man and Cybernetics, 1994,24(4):656~667

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