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| 1 | Process optimization with consideration of uncertainties——An overview显示文摘Optimization under uncertainty is a challenging topic of practical importance in the Process Systems Engineering.Since the solution of an optimization problem generally exhibits high sensitivity to the parameter variations, the deterministic model which neglects the parametric uncertainties is not suitable for practical applications. This paper provides an overview of the key contributions and recent advances in the field of process optimization under uncertainty over the past ten years and discusses their advantages and limitations thoroughly. The discussion is focused on three specific research areas, namely robust optimization, stochastic programming and chance constrained programming, based on which a systematic analysis of their applications, developments and future directions are presented. It shows that the more recent trend has been to integrate different optimization methods to leverage their respective superiority and compensate for their drawbacks. Moreover, data-driven optimization, which combines mathematical programming methods and machine learning algorithms, has become an emerging and competitive tool to handle optimization problems in the presence of uncertainty based on massive historical data. | Ying Chen Zhihong Yuan Bingzhen Chen | 2018 | Chinese Journal of Chemical Engineering2018，26，8： | 5 |
| 2 | Heterogeneous junctions of magnetic Ni core@binary dielectric shells toward high-efficiency microwave attenuation显示文摘Metal-organic-frameworks(MOFs)derived carbon-based composites with balanced impedance matching and synergistic dielectric/magnetic loss are considered as promising microwave absorbers.With the aim to promote interfacial polarization,herein,heterogeneous junctions composed of magnetic Ni core and binary dielectric shells(C and PEDOT)are synthesized by annealing Ni-MOFs precursors and an in-situ polymerization strategy,forming Ni@C@PEDOT spheres with multilayer heterogeneous interfaces.The results indicate that the final absorption attenuation is sensitive to the thickness of the dielectric PEDOT layer,when the thickness of the PEDOT layer is 224 nm,an optimal reflection loss of-72.4 d B is achieved at 2 mm and the effective absorption bandwidth reaches 6.4 GHz with a thickness of only 1.85 mm,the excellent absorption attenuation is accredited to the promoted impedance matching,enhanced conduction loss as well as the synergistic interfacial polarization induced by magnetic core and binary dielectric shells.Meanwhile,this work offers a simple and significant strategy in preparation for ideal microwave absorbers by rational design of multilayer heterogeneous interfaces. | Jijun Wang Songlin Yu Qingqing Wu Yan Li Fangyuan Li Xiao Zhou Yuhua Chen Bingzhen Li Panbo Liu | 2022 | Journal of Materials Science & Technology2022，，20： | 1 |
| 3 | Rough set theory for the interval-valued fuzzy information systems显示文摘 | Gong Zengtai Sun Bingzhen Chen Degang | 2008 | Information Sciences2008，178，： | 1 |
| 4 | Layered diagraph model for HAZOP analysis of chemical processes 显示文摘 | Cui Lin Zhao Jinsong Qiu Tong Chen Bingzhen | 2008 | Process Safety Progress2008，27，4： | 1 |
| 5 | Fuzzy rough set the- ory for the interval-valued fuzzy information systems显示文摘 | Sun Bingzhen Gong Zengtai Chen Degang | 2008 | Informa- tion Sciences2008，178，13： | 1 |
| 6 | Rough set theory for the interval-valued fuzzy information systems显示文摘 | Gong Zengtai Sun Bingzhen Chen Degang | 2008 | Infor- mation Sciences2008，178，： | 1 |
| 7 | Fuzzy rough set theory for the interval-valued fuzzy information sys- tems显示文摘 | Sun Bingzhen Gong Zengtai Chen Degang | 2008 | Information Sciences2008，178，： | 1 |
| 8 | Application of steady-state detection method based on wavelet transform显示文摘 | Jiang Taiwen Chen Bingzhen He Xiaorong | 2003 | Computers and Chemical Engineering2003，27，4： | 1 |
| 9 | A study of the LCA based biofuel supply chain multi-objective opti- mization model with multi-conversion paths in China显示文摘 | Liu Zhexuan Qiu Tong Chen Bingzhen | 2014 | Applied Energy2014，126，： | 1 |
| 10 | Rough set theory for the interval-valued fuzzy information systems显示文摘 | Gong Zengtai Sun Bingzhen Chen Degan | 2008 | Infor?mation Science2008，178，8： | 1 |
| 11 | Application of steady-state detection method based on wavelet transform显示文摘 | Taiwen Jiang Bingzhen Chen Xiaorong He Paul Stuart | 2002 | Computers and Chemical Engineering2002，，4： | 1 |
| 12 | Best Mutation Coefficient Genetic Algorithm for ANN Training显示文摘 | Zhou Xiang He Xiaorong Chen Bingzhen | 2002 | Journal of Tsinghua University2002，42，5： | 1 |
| 13 | Applications of Shannon 's entropy theory to naphtha pyrolysis simulation 显示文摘 | ZHANG Lei CHEN Bingzhen | 2012 | Chemical Engineering & Technology2012，35，2： | 1 |
| 14 | Multi-objective optimization for the periodic operation of the naphtha pyrolysis process using a new parallel hybrid algorithm combining NSGA-Ⅱwith SQP显示文摘 | Gao Xiaodan Chen Bingzhen He Xiaorong | | 0，，11： | 1 |
| 15 | SDG-based HAZOP analysis of operating mistakes for PVC process显示文摘 | WANG Hangzhou CHEN Bingzhen HE Xiaorong | 2009 | Process Safety and Environment Protection2009，87，： | 1 |
| 16 | Layered Digraph Model for HAZOP Analysis of Chemical Processes 显示文摘 | Cui Lin Zhao Jinsong Qiu Tong Chen Bingzhen | 2008 | Process Safety Progress (S1066-8527)2008，27，4： | 1 |
| 17 | Application of steady-state detection method based on wavelet transform显示文摘 | Taiwen Jiang Bingzhen Chen Xiaorong He Paul Stuart | 2002 | Computers and Chemical Engineering2002，，4： | 1 |
| 18 | Application of steady-state detection method based on wavelet transform显示文摘 | Chen Bingzhen He Xiaorong | 2003 | Computers and Chemical Engineering2003，27，4： | 1 |
| 19 | Fuzzy rough set theory for the interval-valued fuzzy information systems显示文摘 | Son Bingzhen Gong Zongtai Chen Degang | 2008 | Information Sciences2008，178，： | 1 |
| 20 | Application of steady-state detection meyhod based on wavelet transform显示文摘 | Taiwen Jiang Bingzhen Chen Xiaorong He | 2003 | Computers and Chemical Engineer2003，，27： | 1 |
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