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Intelligent selection and optimization method of feature variables in fluid catalytic cracking gasoline refining process

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 150 ()

To suppress the research octane number (RON) loss in the gasoline refining process, an intelligent selec-tion and optimization method of feature varia......

Optimal sensor placement for contamination identification in water distribution system considering contamination probability variations

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 153 ()

Optimal sensor placement is of great importance for water distribution networks (WDNs). Currently available studies have not considered variations in ......

Integration of process knowledge and statistical learning for the Dow data challenge problem

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 153 ()

In this paper, we propose a statistical learning procedure that integrates process knowledge for the Dow data challenge problem presented in Braun et ......

Two-stage distributionally robust optimization for maritime inventory routing

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 149 ()

This work addresses uncertain sailing times and uncertain waiting times at ports in a maritime inventory routing problem (MIRP). As the probability di......

An enhanced superstructure-based model for work-integrated heat exchange network considering inter-stage multiple utilities optimization

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 152 ()

Deterministic and heuristic approaches have been widely applied to synthesize work/heat exchange network, including direct/indirect work exchange and ......

Deeppipe: a customized generative model for estimations of liquid pipeline leakage parameters

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 149 ()

Considering the tremendous economic losses and human injury caused by pipeline leaks, it is critical to detect and locate the pipeline leakage in time......

Refinery production planning optimization under crude oil quality uncertainty

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 151 ()

Current practice in refinery planning is to assume that the qualities of the crude oil feedstocks are known, even though they often vary. The uncertai......

Sustainable retrofit of petrochemical energy systems under multiple uncertainties using the stochastic optimization method

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 151 ()

We report a multi-objective stochastic mixed-integer non-linear programming (MINLP) framework for sustainable retrofit and capability expansion of tra......

Projection-based robust optimization with symbolic computation

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 152 ()

Robust counterpart reformulation is a common technique used to deal with data uncertainty in robust optimization (RO) problems. The derivation of the ......

Long-term hybrid prediction method based on multiscale decomposition and granular computing for oxygen supply network

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 153 ()

An accurate long-term prediction of oxygen demand can provide guidance for planning and scheduling the real production of the steel industry. In this ......

Characterising electricity demand through load curve clustering: A case of Karnataka electricity system in India

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 150 ()

Till recently, in the case of electricity systems with dominant conventional generation technologies, the supply was largely driven by dynamic demand ......

Modeling and multi-objective optimization of integrated MED-TVC desalination system and gas power plant for waste heat harvesting

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 149 ()

A multi-effect desalination-thermal vapor compression (MED-TVC) system consuming the waste heat from the gas power plant of the Sarcheshmeh Copper Com......

Black box operation optimization of basic oxygen furnace steelmaking process with derivative free optimization algorithm

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 150 ()

Mastering the smelting status and making the material adding strategy are important and challenging issue in the basic oxygen furnace (BOF) steelmakin......

Understanding rare safety and reliability events using forward-flux sampling

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 153 ()

This paper presents improvements upon methods that explore process trajectories leading to rare safety and reliability events. It applies the forward-......

Semi-supervised generative adversarial network with guaranteed safeness for industrial quality prediction

期刊: COMPUTERS & CHEMICAL ENGINEERING, 2021; 153 ()

In process industries, due to the low sampling rate of the quality variables, there are abundant unlabeled data but limited labeled data. Most data-dr......

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