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基于改进粒子群优化算法的污水处理过程优化控制
Alternative TitleOptimal Control for Wastewater Treatment Process Based on Improved Particle Swarm Optimization Algorithm
史雄伟; 乔俊飞; 苑明哲
Department工业信息学研究室
Source Publication信息与控制
ISSN1002-0411
2011
Volume40Issue:5Pages:698-703
Indexed ByCSCD
CSCD IDCSCD:4346177
Contribution Rank2
Funding Organization国家863计划资助项目(2009AA04Z155); 国家自然科学基金资助项目(60674066); 北京市教育委员会科技计划资助项目(KZ201010005005); 教育部新世纪优秀人才支持计划资助项目
Keyword污水处理系统 优化控制 Bsml 粒子群优化算法 污水处理过程 粒子群算法 出水水质 设定值 运行费用 污水处理厂
Abstract针对前置反硝化工艺污水处理过程,提出了一种基于分工策略粒子群优化算法的优化控制方案.以国际水协会(IWA)开发的基准仿真模型BSM1为基础,综合考虑出水水质、曝气能耗和泵送能耗,通过动态优化底层PI控制器的最佳设定值达到出水水质高、能量消耗少的目的.基于分工策略的粒子群算法具有更强的全局寻优能力,仿真结果表明了该优化方案能够在保证污水水质达标的情况下,有效减少污水处理过程的能耗.
Other AbstractAn optimization control scheme based on particle swarm optimization with division of work is proposed for pre-denitrification wastewater treatment process.Taking the benchmark simulation model(BSMl) as basis,and considering the effluent quality,the aeration and pumping energy consumption,and the best setting value of lower level PI(proportional-integral) controllers are optimized dynamically so as to improve the water quality of effluent with minimal energy consumption. The particle swarm optimization with ...
Language中文
Citation statistics
Cited Times:13[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/7001
Collection工业信息学研究室
Corresponding Author史雄伟
Affiliation1.北京工业大学电子信息与控制工程学院
2.中国科学院沈阳自动化研究所
Recommended Citation
GB/T 7714
史雄伟,乔俊飞,苑明哲. 基于改进粒子群优化算法的污水处理过程优化控制[J]. 信息与控制,2011,40(5):698-703.
APA 史雄伟,乔俊飞,&苑明哲.(2011).基于改进粒子群优化算法的污水处理过程优化控制.信息与控制,40(5),698-703.
MLA 史雄伟,et al."基于改进粒子群优化算法的污水处理过程优化控制".信息与控制 40.5(2011):698-703.
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