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基于if-then规则库的生产全过程优化及其在加热炉温度设定中的应用

Optimization of production process under if-then rules and its (application) to reheating furnace

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【作者】 陈庆李少远席裕庚

【Author】 CHEN Qing, LI Shao-yuan, XI Yu-geng(Institute of Automation, Shanghai Jiaotong University, Shanghai 200030, China.)

【机构】 上海交通大学自动化研究所上海交通大学自动化研究所 上海200030上海200030上海200030

【摘要】 研究一类串联生产全过程基于if-then规则库的优化设定问题.对串联生产全过程的优化设定问题进行描述,利用if-then规则库来描述各子过程设定值变化量与最终产品质量的关系.采用Tsukamoto模糊推理方法,将带模糊约束的优化问题转化为清晰优化问题,得到各子过程的优化设定值变化量.以步进式加热炉的温度设定为例进行仿真,验证了所提出方法的正确性.

【Abstract】 A optimal setting method of a kind of cascade processes under if-then rules is studied. First, the optimal setting problem of cascade processes is described. A method is proposed, in which if-then rules are used to describe the relationship between the changes of set points for each sub-process and the final product quality. The fuzzy (optimization) problem is transformed into a crisp optimization problem by Tsukamoto′s fuzzy reasoning method and the optimal set points for each sub-process are obtained. Simulation on the optimal setting for reheating furnace (temperature) shows the effectiveness of the proposed method.

【基金】 国家自然科学基金资助项目(69934020;60074004);高等学校博士点科研基金资助项目(20020248028).
  • 【文献出处】 控制与决策 ,Control and Decision , 编辑部邮箱 ,2004年10期
  • 【分类号】TP278
  • 【被引频次】11
  • 【下载频次】244
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