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考虑运输和机器预维护的柔性作业车间调度研究 被引量:1
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作者 王玉芳 张毅 +2 位作者 姚彬彬 陈凡 葛师语 《智能系统学报》 北大核心 2025年第3期707-718,共12页
航空制造业的快速发展,对高效率和低能耗生产模式的需求愈发迫切。通过综合分析考虑运输和预维护的航空复合材料柔性作业车间调度问题,建立了以最小化完工时间、瓶颈机器负载和总能耗为目标的模型,提出了一种基于种群质量的非支配排序... 航空制造业的快速发展,对高效率和低能耗生产模式的需求愈发迫切。通过综合分析考虑运输和预维护的航空复合材料柔性作业车间调度问题,建立了以最小化完工时间、瓶颈机器负载和总能耗为目标的模型,提出了一种基于种群质量的非支配排序遗传算法(nondominated sorting genetic algorithm II,NSGA-II)。采用启发式初始化方法产生高质量的初始种群,对个体进行分组进化:对优质种群进行局部搜索,深度挖掘种群的最优个体;中等种群通过交叉变异和机器负载操作改变自身部分基因来挖掘最优解;劣质种群则通过学习机制获取优质个体的优秀基因,提升个体优良率。通过测试算例与对比算法的比较验证了所提算法的有效性。最后,将算法应用于实际的航空制造系统,实现了实际生产活动的调度,验证了算法的可行性。 展开更多
关键词 运输约束 预维护 航空制造 NSGA-II 种群质量 分组进化 启发式初始化 局部搜索
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Integrated Multi-input Bi-directional DC-DC Converter for Hybrid Energy Storage Systems
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作者 Jun Cai Xu Peng +1 位作者 Xin Zhang Zhiquan Deng 《CSEE Journal of Power and Energy Systems》 2026年第2期1015-1028,共14页
Multi-input bidirectional DC-DC converter is quite vital for a single system to interface multiple sources and allow energy exchange between sources and loads.In this paper,a general multi-input DC-DC converter topolo... Multi-input bidirectional DC-DC converter is quite vital for a single system to interface multiple sources and allow energy exchange between sources and loads.In this paper,a general multi-input DC-DC converter topology and its control strategy are proposed for hybrid energy storage system.This converter can connect any number of power sources and make any ports controllable bidirectionally.To interface N power sources,only N+1 controllable power switches are needed,which makes converter more compact with largely reduced power devices and driving circuits.Without loss of generality,a case with two sources(N=2)is utilized as a typical study case for experimental verification.Experimental results show this converter can interface two individual power sources simultaneously and ensure flexible power flow control with all ports bi-directionally.N=2 converter structure can be developed as an integrated converter module,which is able to combine with traditional bidirectional buck/boost DC-DC converter(BBDC)to construct series-connected or parallel connected integrated converters for multi-source applications. 展开更多
关键词 Bidirectional DC-DC converter hybrid energy storage integration multi-input
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