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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...

Descripción completa

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
Descripción
Sumario: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.
Notas:Description based upon print version of record.
Descripción Física:1 online resource (511 p.)
ISBN:1527558959
9781527558953