CIVILICA We Respect the Science
(ناشر تخصصی کنفرانسهای کشور / شماره مجوز انتشارات از وزارت فرهنگ و ارشاد اسلامی: ۸۹۷۱)

Modeling and Optimization of EDM process parameters for Inconel 718 super alloy parts using regression modeling based on design of experiments approach and simulated annealing algorithm

عنوان مقاله: Modeling and Optimization of EDM process parameters for Inconel 718 super alloy parts using regression modeling based on design of experiments approach and simulated annealing algorithm
شناسه ملی مقاله: ICISE04_062
منتشر شده در چهارمین کنفرانس بین المللی مهندسی صنایع و سیستم­ها در سال 1397
مشخصات نویسندگان مقاله:

Rasool R.K Alarkawazi - Technical Instructor Training Institute Middle Technical University Bagdad, Iraq
Masoud Azadi Moghaddam - Department of Mechanical Engineering Ferdowsi University of Mashhad Mashhad, Iran
Farhad Kolahan - Department of Mechanical Engineering Ferdowsi University of Mashhad Mashhad, Iran

خلاصه مقاله:
The main objectives of this research are, therefore, to assess the effects of process parameters and to determine their optimal levels machining of Inconel 718 super alloy. Gap voltage, current, time of machining and duty factor are tuning parameters considered to be study as process input parameters. Furthermore, two important process output characteristic, have been evaluated in this research are material removal rate (MRR) and surface roughness (SR). Determination of a combination of process parameters to minimize SR and maximize MRR is the objective of this study. In order to gather required experimental data, design of experiments (DOE) approach, has been used. Then, statistical analyses and validation experiments have been carried out to select the best and the most fitted regression models. In the last section of this research, simulated annealing (SA) algorithm has been employed for optimization of the EDM process performance characteristics. A set of verification tests is also performed to confirm the accuracy of the proposed optimization procedure in determining the optimal levels of machining parameters. The results indicate that the proposed modeling technique and SA algorithm are quite efficient in modeling and optimization of EDM process parameters.

کلمات کلیدی:
Electrical Discharge Machining (EDM), Inconel 718 super alloy, Optimization, Simulated annealing

صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/811052/