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An Investigation into Minimising Total Energy Consumption and Total Completion Time in a Flexible Job Shop for Recycling Carbon Fiber Reinforced Polymer

机译:循环碳纤维增强聚合物柔性作业中总能耗及总完成时间的调查

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The increased use of carbon fiber reinforced polymer (CFRP) in industry coupled with European Union restrictions on landfill disposal has resulted in a need to develop relevant recycling technologies. Several methods, such as mechanical grinding, thermolysis and solvolysis, have been tried to recover the carbon fibers. Optimisation techniques for reducing energy consumed by above processes have also been developed. However, the energy efficiency of recycling CFRP at the workshop level has never been considered before. An approach to incorporate energy reduction into consideration while making the scheduling plans for a CFRP recycling workshop is presented in this paper. This research sets in a flexible job shop circumstance, model for the bi-objective problem that minimise total processing energy consumption and makespan is developed. A modified Genetic Algorithm for solving the raw material lot splitting problem is developed. A case study of the lot sizing problem in the flexible job shop for recycling CFRP is presented to show how scheduling plans affect energy consumption, and to prove the feasibility of the model and the developed algorithm.
机译:碳纤维增强聚合物(CFRP)在工业中加上欧盟对垃圾填埋场处置的限制的增加导致了有必要开发相关的回收技术。已经尝试回收碳纤维,例如机械研磨,热解和溶剂分解的几种方法。还开发了用于减少上述过程消耗的能量的优化技术。然而,在车间级别回收CFRP的能效从未考虑过。在本文中提出了一种在提出CFRP回收研讨会的调度计划的同时,考虑到能量降低的方法。该研究在灵活的作业店环境中,制定了最小化总处理能耗和Makespan的双目标问题的模型。开发了一种改进的遗传算法,用于解决原材料批次分裂问题。提出了对回收CFRP的灵活作业商店的批量尺寸问题的案例研究,以表明计划计划如何影响能耗,并证明模型的可行性和发达的算法。

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