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Industrial Process Modelling with Mechanical Frequency Spectrum Data

Different industries use data analytics and the process modelling technique successfully in a variety of ways. These popular intelligent approaches improve the quality and quantity of production. This book focuses on the technique of soft-sensing based on spectral data with multi-source high-dimensi...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Tang, Jian, 1974-
Otros Autores: Yu, Wen
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Newcastle-upon-Tyne : Cambridge Scholars Publisher, 2020.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Tang, Jian,  |d 1974-  |1 https://id.oclc.org/worldcat/entity/E39PCjy6BxDktHw6RhDbX66P6X 
245 1 0 |a Industrial Process Modelling with Mechanical Frequency Spectrum Data  |h [electronic resource]. 
260 |a Newcastle-upon-Tyne :  |b Cambridge Scholars Publisher,  |c 2020. 
300 |a 1 online resource (511 p.) 
336 |a text  |2 rdacontent 
337 |a computer  |2 rdamedia 
338 |a online resource  |2 rdacarrier 
500 |a Description based upon print version of record. 
505 0 |a Intro -- Contents -- Preface -- Chapter 1 -- Chapter 2 -- Chapter 3 -- Chapter 4 -- Chapter 5 
520 |a Different industries use data analytics and the process modelling technique successfully in a variety of ways. These popular intelligent approaches improve the quality and quantity of production. This book focuses on the technique of soft-sensing based on spectral data with multi-source high-dimensional mechanical frequency in order to assess difficult-to-measure process parameters. The book will be of interest to researchers and professors working in data analytics, engineers and technicians who need a modelling method based on small sample data, and PhD students who need to solve modelling a. 
590 |a eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Signal processing. 
650 0 |a Frequency spectra. 
650 0 |a Manufacturing processes  |x Mathematical models. 
650 6 |a Traitement du signal. 
650 6 |a Spectre de fréquences. 
650 6 |a Fabrication  |x Modèles mathématiques. 
650 7 |a Industry & industrial studies.  |2 bicssc 
650 7 |a Artificial intelligence.  |2 bicssc 
650 7 |a Machine learning.  |2 bicssc 
650 7 |a Frequency spectra  |2 fast 
650 7 |a Manufacturing processes  |x Mathematical models  |2 fast 
650 7 |a Signal processing  |2 fast 
700 1 |a Yu, Wen. 
758 |i has work:  |a Industrial process modelling with mechanical frequency spectrum data (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCG7YQfxyqFvxVm3m6MB7H3  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Tang, Jian  |t Industrial Process Modelling with Mechanical Frequency Spectrum Data  |d Newcastle-upon-Tyne : Cambridge Scholars Publisher,c2020  |z 9781527548664 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6341238  |z Texto completo 
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