Journal ArticleDOI
A plant-wide industrial process control problem
James J. Downs,E.F. Vogel +1 more
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In this article, a model of an industrial chemical process for the purpose of developing, studying and evaluating process control technology is presented, which is well suited for a wide variety of studies including both plantwide control and multivariable control problems.About:
This article is published in Computers & Chemical Engineering.The article was published on 1993-03-01. It has received 2603 citations till now. The article focuses on the topics: Process control.read more
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Journal ArticleDOI
Disturbance detection and isolation by dynamic principal component analysis
TL;DR: This paper uses a well-known ‘time lag shift’ method to include dynamic behavior in the PCA model and demonstrates the effectiveness of the proposed methodology on the Tennessee Eastman process simulation.
Journal ArticleDOI
A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process
TL;DR: A comparison study on the basic data-driven methods for process monitoring and fault diagnosis (PM–FD) based on the original ideas, implementation conditions, off-line design and on-line computation algorithms as well as computation complexity are discussed in detail.
Book ChapterDOI
Safe and Secure Networked Control Systems under Denial-of-Service Attacks
TL;DR: This work presents a semi-definite programming based solution for solving the problem of security constrained optimal control for discrete-time, linear dynamical systems in which control and measurement packets are transmitted over a communication network.
Journal ArticleDOI
Nonlinear principal component analysis—Based on principal curves and neural networks
Dong Dong,Thomas J. McAvoy +1 more
TL;DR: In this paper, a nonlinear principal component analysis (NLPCA) method which integrates the principal curve algorithm and neural networks is presented. But when applied to data sets the algorithm does not yield an NLPCA model in the sense of principal loadings.
Journal ArticleDOI
Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization
Shen Yin,Hao Luo,Steven X. Ding +2 more
TL;DR: Two online schemes for an integrated design of fault-tolerant control (FTC) systems with application to Tennessee Eastman (TE) benchmark are proposed.
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