Research on Thickness Defect Control of Strip Head Based on GA-BP Rolling Force Preset Model

نویسندگان

چکیده

Due to the inaccuracy of preset rolling force cold rolling, there is a severe thickness defect in strip head after due flying gauge change (FGC), which affects yield strip. This paper establishes model (RFPM) by combining optimization (RFOM) and deviation prediction (RFDPM). The RFOM used genetic algorithm (GA) optimize deformation resistance friction coefficient models. RFDPM constructed using backpropagation (BP) neural network. calculation result RFPM shows that average fraction only 1.24%, proves has good accuracy. Experiments show length proportion at less than 20 m FGC increases from 38.8% 55.8%, while decreases 47.3 29.6 m, effectively improving rolling.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

mortality forecasting based on lee-carter model

over the past decades a number of approaches have been applied for forecasting mortality. in 1992, a new method for long-run forecast of the level and age pattern of mortality was published by lee and carter. this method was welcomed by many authors so it was extended through a wider class of generalized, parametric and nonlinear model. this model represents one of the most influential recent d...

15 صفحه اول

Research on the Prediction Model for Abrasive Water Jet Cutting Based on GA-BP Neural Network

Research on the Prediction Model for Abrasive Water Jet Cutting Based on GA-BP Neural Network Songsheng Deng, Lianhuan Guo, Jinfa Guan, Guangdong Guo, Xin Yang* Department of Military Oil Supply Engineering, Logistic Engineering University of PLA, Chongqing 401331, China Naval University of Engineering, PLA, Tianjin 300450, China Department of Industrial & Manufacturing Engineering, Florida Sta...

متن کامل

A New Temper Rolling Force Model for Dry Thick Strip Considering Fully Elastic Contact

Temper rolling or skin pass rolling is one of cold rolling processes composed of a horizontal pass cold rolling mill stand. In this process, the thick strip is subjected to very light reduction (0.5–4%) in thickness in the presence of high friction amplitudes. One of the basic parameters of strip rolling processes is temper rolling force. A new rolling force model has been proposed for temper r...

متن کامل

study of hash functions based on chaotic maps

توابع درهم نقش بسیار مهم در سیستم های رمزنگاری و پروتکل های امنیتی دارند. در سیستم های رمزنگاری برای دستیابی به احراز درستی و اصالت داده دو روش مورد استفاده قرار می گیرند که عبارتند از توابع رمزنگاری کلیددار و توابع درهم ساز. توابع درهم ساز، توابعی هستند که هر متن با طول دلخواه را به دنباله ای با طول ثابت تبدیل می کنند. از جمله پرکاربردترین و معروف ترین توابع درهم می توان توابع درهم ساز md4, md...

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Metals

سال: 2022

ISSN: ['2075-4701']

DOI: https://doi.org/10.3390/met12060924