Reducing Carbon Emission by two Dispatching Rules for Multi-Objective Flexible Job Shops

سال انتشار: 1398
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 281

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شناسه ملی سند علمی:

JR_JETT-7-3_028

تاریخ نمایه سازی: 6 اسفند 1398

چکیده مقاله:

Manufacturing direct or indirect is accountable for almost one-third of carbon emission. Carbon eventually has trapped in the atmosphere in the shape of Co2; the dangerous gas that causes climate change and threatens human life. On the other hand, albeit the significant share of flexible job shops in manufacturing systems; few studies have been executed to overcome the carbon emission issue. Thus two fast algorithms called MCT and MCE have been introduced to reduce carbon emission along C-max and total machine workload. Then the results have been examined alongside some well-known meta-heuristic algorithms. Investigating results have shown a reasonable standard deviation; which proves a proper balance in production lines. Furthermore, for most instances, a minimum workload has been reported. Moreover, the completion times were acceptable, as well. Then reported data guaranteed the quality of the offered algorithm regarding time and accuracy. Furthermore, implementing a random operator or hybridizing these methods with meta-heuristics might enhance the performance.

نویسندگان

Arash Gholamkhasi

Department of Mechanical Engineering, University Technology Malaysia, Johor Bahru, ۸۱۳۱۰, Malaysia

Syed Helmi Bin Syed Hassan

Department of Mechanical Engineering, University Technology Malaysia, Johor Bahru, ۸۱۳۱۰, Malaysia

Aini Zuhra

Department of Mechanical Engineering, University Technology Malaysia, Johor Bahru, ۸۱۳۱۰, Malaysia

Abdul kadir

Department of Mechanical Engineering, University Technology Malaysia, Johor Bahru, ۸۱۳۱۰, Malaysia