Optimization of Ultrasonic welding process using Imperialist Competitive Algorithm
- سال انتشار: 1392
- محل انتشار: کنفرانس ملی مهندسی مکانیک ایران
- کد COI اختصاصی: NCMII01_313
- زبان مقاله: انگلیسی
- تعداد مشاهده: 1312
نویسندگان
Department of engineering, Ahvaz branch, Islamic Azad University, Ahvaz, Iran
School of Computing and Engineering, University of Huddersfield, UK
Iranian National Standards Organization, Department of manufacturing engineering, Arvandan nonprofit higher education institute. Khorramshahr, Khouzestan, Iran
Department of Manufacturing Engineering, Arvandan nonprofit higher education institute, Khorramshahr, Iran Iranian National Standards Organization, Department of manufacturing engineering, Arvandan nonprofit higher education institute. Khorramshahr, Khouz
چکیده
In this paper Imperialist Competitive Algorithm (ICA) is applied to determine the optimum welding conditions that maximize the strength of joints produced by ultrasonic welding. Imperialist Competitive Algorithm is inspired by imperialistic competition mechanism and has shown some advantages such as simplicity, accuracy, and time saving in comparison with evolutionary algorithms. A case study from literature is presented to show the effectiveness of the proposed algorithm. In this regard, the imperialist competitive algorithm is utilized to predict weld strength by incorporating process parameters such as pressure, weld time and amplitude in ultrasonic welding process. The numerical results reveal that ICA can find optimum welding condition with higher accuracy in less computational time when compared to conventional Genetic Algorithm (GA).کلیدواژه ها
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اطلاعات بیشتر در مورد COI
COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.
کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.