کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5078978 1477519 2017 38 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Pareto fronts of machining parameters for trade-off among energy consumption, cutting force and processing time
ترجمه فارسی عنوان
پاروتو پارامترهای ماشینکاری برای تعادل در مصرف انرژی، نیروی برش و زمان پردازش
کلمات کلیدی
جبهه پارتو، بهینه سازی پارامترهای برش، حفاظت انرژی، نیروی برش، زمان پردازش،
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی صنعتی و تولید
چکیده انگلیسی
Cutting parameter optimization of machining processes is crucial for green manufacturing and needs to take energy consumption, cutting force and processing time into consideration. This paper presents a method to optimize machining parameters considering the trade-off between environmental concerns and economic objectives. The model for all three objectives of energy consumption, cutting force, processing time and their relationships with machining parameters is established based on theoretical analysis, experiment design, and statistical regression to obtain Pareto fronts. Various algorithms determining strategies, including sharing function approach, VEGA, NSGA-Ⅱ and MOEA/D, are used to study the Pareto front. Examples of a cylindrical turning and a face milling are used to conduct relative validation experiments to evaluate the proposed method and the computational performance of all algorithms. All of the experiments were conducted on a CK6153i lathe and an XHK-714F CNC machining center cutting C45E4 carbon steels. Results demonstrate that the proposed method is effective in finding trade-off among the three objectives and obtaining reasonable application ranges of machining parameters from Pareto fronts.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Production Economics - Volume 185, March 2017, Pages 113-127
نویسندگان
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