Variable selection method for fault isolation using least absolute shrinkage and selection operator (LASSO)

Zhengbing Yan; Yuan Yao

doi:10.1016/j.chemolab.2015.05.019

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Variable selection method for fault isolation using least absolute shrinkage and selection operator (LASSO)

Zhengbing Yan Yuan Yao

Year: 2015 Journal: Chemometrics and Intelligent Laboratory Systems Vol: 146 Pages: 136-146 Publisher: Elsevier BV

DOI: 10.1016/j.chemolab.2015.05.019

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Keywords:

Lasso (programming language) Selection (genetic algorithm) Feature selection Fault detection and isolation Fault (geology) Isolation (microbiology) Computer science Mathematical optimization Quadratic programming Operator (biology) Constraint (computer-aided design) Algorithm Variable (mathematics) Mathematics Artificial intelligence

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Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Spectroscopy and Chemometric Analyses

Physical Sciences → Chemistry → Analytical Chemistry

Mineral Processing and Grinding

Physical Sciences → Engineering → Mechanical Engineering

Variable selection method for fault isolation using least absolute shrinkage and selection operator (LASSO)

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