| 학회 |
한국화학공학회 |
| 학술대회 |
2017년 봄 (04/26 ~ 04/28, ICC 제주) |
| 권호 |
23권 1호, p.223 |
| 발표분야 |
공정시스템 |
| 제목 |
Grid Search Assisted Coordinate Descent Methodology for Solving Retrofit Design Optimization Problems |
| 초록 |
Tough environmental regulation, intense competition and expensive fossil energy using make efforts to retrofit an existing purification process to reduce energy requirement become an important objective. One of challenge tasks is to optimize the retrofit of existing processes precisely and effectively. This paper proposes a practical method employing coordinate descent methodology (CD), which is assisted by grid search (GS) for optimal retrofit. The results show that the grid search assisted coordinate descent methodology (GSCD) effectively avoid the local optimal points and show competitive to CD. The proposed GSCD method was successful in finding the optimum proposed sequence, which result in operating cost saving 42.6% compared to the representative base case while increasing capacity up to 30%. This study was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (2015R1D1A3A01015621). This study was also supported by Priority Research Centers Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (2014R1A6A1031189). |
| 저자 |
롱벤덱, 홍지민, Le Quang Minh, Le Cao Nhien, Muhammad Abdul Qyyum, 이문용
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| 소속 |
영남대 |
| 키워드 |
공정모델링; 공정최적화; 공정모사
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| E-Mail |
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| 원문파일 |
초록 보기 |
