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Monitoring multimode continuous proc...

Quinones-Grueiro, Marcos.

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Monitoring multimode continuous processes = a data-driven approach /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Monitoring multimode continuous processes/ by Marcos Quinones-Grueiro, Orestes Llanes-Santiago, Antonio Jose Silva Neto.
其他題名:	a data-driven approach /
作者:	Quinones-Grueiro, Marcos.
其他作者:	Llanes-Santiago, Orestes.
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	xx, 153 p. :ill., digital ;24 cm.
內容註:	Data-driven Fault Diagnosis -- Multimode Continuous Processes -- Multimode Continuous Processes Clustering -- Multimode Continuous Processes Monitoring.
Contained By:	Springer Nature eBook
標題:	Fault location (Engineering) -
電子資源:	https://doi.org/10.1007/978-3-030-54738-7
ISBN:	9783030547387

Monitoring multimode continuous processes = a data-driven approach /
Quinones-Grueiro, Marcos.

Monitoring multimode continuous processesa data-driven approach /[electronic resource] :by Marcos Quinones-Grueiro, Orestes Llanes-Santiago, Antonio Jose Silva Neto. - Cham :Springer International Publishing :2021. - xx, 153 p. :ill., digital ;24 cm. - Studies in systems, decision and control,v.3092198-4182 ;. - Studies in systems, decision and control ;v.309..

Data-driven Fault Diagnosis -- Multimode Continuous Processes -- Multimode Continuous Processes Clustering -- Multimode Continuous Processes Monitoring.

This book examines recent methods for data-driven fault diagnosis of multimode continuous processes. It formalizes, generalizes, and systematically presents the main concepts, and approaches required to design fault diagnosis methods for multimode continuous processes. The book provides both theoretical and practical tools to help readers address the fault diagnosis problem by drawing data-driven methods from at least three different areas: statistics, unsupervised, and supervised learning.

ISBN: 9783030547387

Standard No.: 10.1007/978-3-030-54738-7doiSubjects--Topical Terms:

649702
Fault location (Engineering)

LC Class. No.: TA169.6 / .Q85 2021

Dewey Class. No.: 620.0044

Monitoring multimode continuous processes = a data-driven approach /
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