成果/Result
- Modeling the Hydrocracking Process with Deep Neural Networks被引量：41收藏
- 作者：Song, Wenjiang Mahalec, Vladimir Long, Jian Yang, Minglei Qian, Feng
- 机构：McMaster Univ;East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2020
- 关键词：Refining - Hydrocracking - Self organizing maps - Conformal mapping - Convolutional neural networks - Deep neural networks
- A Novel Interpretable Ensemble Learning Method for NIR-Based Rapid Characterization of Petroleum Products被引量：38收藏
- 作者：Yu, Huijing Li, Yuqiang Du, Wenli Yang, Minglei Peng, Xin Wang, Xinjie Long, Jian
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Qingyuan Innovat Lab
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2023
- 关键词：Predictive models Petroleum Reliability Ensemble learning Semantics Prediction algorithms Training interpretable machine learning near-infrared (NIR) spectroscopy small sample problem
- Hybrid Strategy Integrating Variable Selection and a Neural Network for Fluid Catalytic Cracking Modeling被引量：36收藏
- 作者：Long, Jian Li, Tianyue Yang, Minglei Hu, Guihua Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2019
- 关键词：Backpropagation - Sensitivity analysis - Principal component analysis - Fluid catalytic cracking - Optimization
- A trigeneration application based on compressed air energy storage integrated with organic Rankine cycle and absorption refrigeration: Multi-objective optimisation and energy, exergy and economic analysis被引量：30收藏
- 作者：Liu, Yurong Ding, Yuxing Yang, Minglei Peng, Bo-Yu Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Sheffield;Tongji Univ;Tongji Univ;East China Univ Sci & Technol
- 来源：JOURNAL OF ENERGY STORAGE 2022
- 关键词：Compressed air energy storage Organic Rankine cycle Combined cooling heating and power Multi-objective optimisation Thermodynamic analysis
- Differentially Private Distributed Optimization With an Event-Triggered Mechanism被引量：30收藏
- 作者：Mao, Shuai Yang, Minglei Yang, Wen Tang, Yang Zheng, Wei Xing Gu, Juping Werner, Herbert
- 机构：Nantong Univ;East China Univ Sci & Technol;Western Sydney Univ;Hamburg Univ Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS 2023
- 关键词：Distributed optimization event-triggered mechanism differential privacy
- Refinery production planning optimization under crude oil quality uncertainty被引量：24收藏
- 作者：Li, Fupei Qian, Feng Du, Wenli Yang, Minglei Long, Jian Mahalec, Vladimir
- 机构：East China Univ Sci & Technol;McMaster Univ
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2021
- 关键词：Two-stage stochastic programming Refinery production planning Quality uncertainty Random vector sampling Product tri-section CDU model
- Model-Agnostic Meta-Learning With Optimal Alternative Scaling Value and Its Application to Industrial Soft Sensing被引量：23收藏
- 作者：Lu, Yusheng Peng, Xin Yang, Dan Yang, Minglei Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2021
- 关键词：Training Adaptation models Sensors Predictive models Informatics Task analysis Optimization Continuous catalytic reforming process deep learning meta-learning online quality prediction soft sensor
- Real-Time Semisupervised Predictive Modeling Strategy for Industrial Continuous Catalytic Reforming Process with Incomplete Data Using Slow Feature Analysis被引量：22收藏
- 作者：Jiang, Chao Zhong, Weimin Li, Zhi Peng, Xin Yang, Minglei
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2019
- 关键词：Feedstocks - Gasoline - Petroleum industry - Naphthas - Quality control - Chemical analysis - Principal component analysis - Catalytic reforming - Aromatic hydrocarbons
- Adaptive Weighted Hybrid Modeling of Hydrocracking Process and Its Operational Optimization被引量：22收藏
- 作者：Song, Wenjiang Du, Wei Fan, Chen Yang, Minglei Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2021
- 关键词：Refining - Structural optimization
- Study on the integration of fluid catalytic cracking unit in refinery with solvent-based carbon capture through process simulation被引量：19收藏
- 作者：Wei, Min Qian, Feng Du, Wenli Hu, Jun Wang, Meihong Luo, Xiaobo Yang, Minglei
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Sheffield
- 来源：FUEL 2018
- 关键词：Refinery FCCU Solvent-based carbon capture Process simulation Scale-up Process analysis
- Process modelling, optimisation and analysis of heat recovery energy system for petrochemical industry被引量：18收藏
- 作者：Liu, Yurong Yang, Minglei Ding, Yuxing Wang, Meihong Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Sheffield;East China Univ Sci & Technol;Tongji Univ;Mappin St
- 来源：JOURNAL OF CLEANER PRODUCTION 2022
- 关键词：Process optimisation Waste heat recovery Heat exchanger network Organic rankine cycle Petrochemical plant Phase changing streams
- Enhanced catalytic performance of transition metal-doped Cr2O3 catalysts for propane dehydrogenation: A microkinetic modeling study被引量：18收藏
- 作者：Zhang, Rui Chang, Qing-Yu Ma, Fang Zeeshan, Muhammad Yang, Ming-Lei Sui, Zhi-Jun Chen, De Zhou, Xing-Gui Zhu, Yi-An
- 机构：East China Univ Sci & Technol;Norwegian Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING JOURNAL 2022
- 关键词：Propane dehydrogenation Single-atom catalysts Density functional theory Microkinetic analysis Rational catalyst screening
- Integrated Dual-Production Mode Modeling and Multiobjective Optimization of an Industrial Continuous Catalytic Naphtha Reforming Process被引量：18收藏
- 作者：Wei, Min Yang, Minglei Qian, Feng Du, Wenli Zhong, Weimin
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2016
- 关键词：Aromatic compounds - Reaction kinetics - Catalytic reforming - Naphthas - Multiobjective optimization - Stochastic models
- Data-driven two-stage distributionally robust optimization for refinery planning under uncertainty被引量：17收藏
- 作者：He, Wangli Zhao, Jinmin Zhao, Liang Li, Zhi Yang, Minglei Liu, Tianbo
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Sinopec Jinan Refining & Chem Co
- 来源：CHEMICAL ENGINEERING SCIENCE 2023
- 关键词：Data-driven Refinery planning Distributionally robust optimization Wasserstein metric Uncertainty
- Conceptual design and life-cycle environmental and economic assessment of low-carbon cement manufacturing processes被引量：16收藏
- 作者：Wang, Yushu Yang, Minglei Shen, Feifei Zhou, Min Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：JOURNAL OF CLEANER PRODUCTION 2024
- 关键词：Cement Carbon reduction Process simulation Life cycle environment Economic assessment
- Selective Oxidation of Hydrogen in the Presence of Propylene over Pt-Based Core Shell Nanocatalysts被引量：13收藏
- 作者：Yang, Ming-Lei Fan, Chen Zhu, Yi-An Sui, Zhi-Jun Zhou, Xing-Gui Chen, De
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol;E China Univ Sci & Technol;Norwegian Univ Sci & Technol NTNU
- 来源：JOURNAL OF PHYSICAL CHEMISTRY C 2015
- 关键词：Dehydrogenation - Dissociation - Propylene - Catalytic oxidation - Catalyst activity - Nanocatalysts - Density functional theory - Shells (structures)
- Dynamic Modeling and Economic Model Predictive Control with Production Mode Switching for an Industrial Catalytic Naphtha Reforming Process被引量：12收藏
- 作者：Wei, Min Yang, Minglei Qian, Feng Du, Wenli He, Wangli Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2017
- Rapid crude oil analysis using near-infrared reflectance spectroscopy被引量：12收藏
- 作者：Long, Jian Wang, Kai Yang, Minglei Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：PETROLEUM SCIENCE AND TECHNOLOGY 2019
- 关键词：Crude oil near infrared spectroscopy reflective fiber-optic probe on-line analysis partial least squares
- Product tri-section based crude distillation unit model for refinery production planning and refinery optimization被引量：11收藏
- 作者：Li, Fupei Qian, Feng Yang, Minglei Du, Wenli Mahalec, Vladimir
- 机构：East China Univ Sci & Technol;McMaster Univ
- 来源：AICHE JOURNAL 2021
- 关键词：CDU model optimization refinery production planning
- Data-driven models of crude distillation units for production planning and for operations monitoring被引量：11收藏
- 作者：Zhu, Jiannan Fan, Chen Yang, Minglei Qian, Feng Mahalec, Vladimir
- 机构：East China Univ Sci & Technol;McMaster Univ;East China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2023
- 关键词：Data-driven monitoring models of crude distillation units Data-driven planning models of crude Training data set size vs data-driven model structure PCA-ResNet deep learning model
- Merged-Sampling Mask R-CNN With Random Proposal Expansion for Particle Measurement of SEM Images of Molecular Sieve Catalysts被引量：10收藏
- 作者：Xin, Jiade Wei, Zhangpeng Yang, Minglei Peng, Xin Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2021
- 关键词：Proposals Image segmentation Training Scanning electron microscopy Molecular sieves Feature extraction Transfer learning Data augmentation instance segmentation Mask R-CNN molecule sieve catalysts overfitting
- Monitoring and path optimization of catalytic reformer in a refinery: Principal component analysis and A* algorithm application被引量：10收藏
- 作者：Li, Zhi Ying, Yuhui Yang, Minglei Zhao, Liang Zhao, Ling Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2022
- 关键词：Catalytic reformer Industrial data PCA projection and remapping Process monitoring Path optimization
- Interpretable reconstruction of naphtha components using property-based extreme gradient boosting and compositional-weighted Shapley additive explanation values被引量：8收藏
- 作者：Shi, Yi Zhong, Weimin Peng, Xin Yang, Minglei Du, Wei
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2024
- 关键词：Molecular reconstruction Naphtha XGBoost Explainable machine learning SHAP
- Data-driven adaptive predictive control of hydrocracking process using a covariance matrix adaption evolution strategy被引量：7收藏
- 作者：Li, Zhongmei Wang, Xinjie Du, Wenli Yang, Minglei Li, Zhi Liao, Peizhi
- 机构：East China Univ Sci & Technol
- 来源：CONTROL ENGINEERING PRACTICE 2022
- 关键词：Hydrocracking process Temperature control Covariance matrix adaption evolution strategy Input constraint
- Simultaneous Optimization and Heat Integration of an Aromatics Complex with a Surrogate Model被引量：7收藏
- 作者：Liu, Yurong Yang, Minglei Zhao, Liang Du, Wenli Zhong, Weimin Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2021
- 关键词：Neural networks - Distillation - Complex networks - Heat exchangers - Aromatization
- Efficient rolling horizon approach to a crude oil scheduling problem for marine-access refineries被引量：7收藏
- 作者：Yang, Yunning He, Renchu Yu, Guo Du, Wei Yang, Minglei Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2023
- 关键词：Crude oil scheduling Rolling horizon
- Industrial delayed coking process optimization on the basis of lumped kinetic model被引量：6收藏
- 作者：Yang, M. L. Long, J. Fan, C. Zhong, W. M.
- 机构：East China Univ Sci & Technol
- 来源：PETROLEUM SCIENCE AND TECHNOLOGY 2016
- 关键词：DE algorithm delayed coking lumped kinetics optimization residua
- Yield and Properties Prediction Based on the Multicondition LSTM Model for the Solvent Deasphalting Process被引量：6收藏
- 作者：Long, Jian Chen, Yifan Cao, Dengke Chen, Pengyu Yang, Minglei
- 机构：East China Univ Sci & Technol
- 来源：ACS OMEGA 2023
- Multimode Operating Performance Visualization and Nonoptimal Cause Identification被引量：5收藏
- 作者：Ying, Yuhui Li, Zhi Yang, Minglei Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：PROCESSES 2020
- 关键词：multimode process performance assessment subtractive clustering multi-space principal component analysis self-organizing map
- Semi-supervised learning for predicting multivariate attributes of process units from small labeled and large unlabeled data sets with application to detect properties of crude feed distillation unit被引量：5收藏
- 作者：Zhu, Jiannan Fan, Chen Yang, Minglei Qian, Feng Mahalec, Vladimir
- 机构：East China Univ Sci & Technol;McMaster Univ;East China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2024
- 关键词：Crude feed properties estimation Semi-supervised learning Pseudo-labeling Clustering co-training semi-supervised learning (CCoT-SSL) Stacked co-training semi-supervised learning (SCoT-SSL)
