Industrial process modelling with mechanical frequency spectrum data / by Jian Tang and Wen Yu.

Format:

Book

Author/Creator:

Tang, Jian, author.

Yu, Wen, author.

Language:

English

Subjects (All):

Manufacturing processes--Mathematical models.

Manufacturing processes.

Physical Description:

1 online resource (xiii, 497 pages)

Edition:

1st ed.

Place of Publication:

Newcastle upon Tyne, England : Cambridge Scholars Publishing, [2020]

Summary:

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 and control challenges in a practical way.

Contents:

Intro

Contents

Preface

Chapter 1

Chapter 2

Chapter 3

Chapter 4

Chapter 5.

Notes:

Includes bibliographical references.

Description based on print version record.

Description based on publisher supplied metadata and other sources.

ISBN:

1-5275-5895-9

OCLC:

1195453953