کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
8072332 | 1521407 | 2018 | 37 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A new heuristic algorithm with the step size adjustment strategy for heat exchanger network synthesis
ترجمه فارسی عنوان
الگوریتم جدید اکتشافی با استراتژی تنظیم اندازه گام برای سنتز شبکه مبدل حرارتی
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی انرژی
انرژی (عمومی)
چکیده انگلیسی
The major difficulty in the heat exchanger network synthesis (HENS) is dealing with the simultaneous optimization of large-scale continuous and integer variables. Heuristic algorithms are used in HENS due to their efficient global search ability and the step size (ÎL) constitutes one of the critical concepts in it. In this paper, by analyzing the influence of ÎL in Random Walk Algorithm with Compulsive Evolution (RWCE), it was pronounced that evolution speed got faster when ÎL increased in the early stage and evolution accuracy was higher by ÎL declination, in the late stage. Hence, five new different ÎL adjustment functions were proposed. This case-study concluded that ÎL adjustment functions in an upward parabola declination could maintain high speed in the early stage and improve the accuracy of solutions in late stage respectively. However, during the late stage, the minor ÎL led to the decline of the global search ability and it was difficult to jump out of the local minimum. Furthermore certain individuals in the population were randomly given a relatively large ÎL in late stage. Thus, an integrated RWCE algorithm with ÎL adjustment strategy was presented and demonstrated satisfying global and local search ability.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy - Volume 143, 15 January 2018, Pages 12-24
Journal: Energy - Volume 143, 15 January 2018, Pages 12-24
نویسندگان
Pu Liu, Guomin Cui, Yuan Xiao, Jiaxing Chen,