书目名称 | Introduction to Process Control |
副标题 | Analysis, Mathematic |
编辑 | Victor A. Skormin |
视频video | http://file.papertrans.cn/475/474068/474068.mp4 |
概述 | Suitable for graduate-level courses on any manufacturing process.Author is a prominent teacher/researcher/consultant in the field.Includes end-of-chapter problems |
丛书名称 | Springer Texts in Business and Economics |
图书封面 |  |
描述 | .This textbook is intended for an introductory graduate level on process control, taught in most engineering curricula. It focuses on the statistical techniques and methods of control and system optimization needed for the mathematical modeling, analysis, simulation, control and optimization of multivariable manufacturing processes. In four sections, it covers:.. Relevantmathematical methods, including random events, variables and processes,and their characteristics; estimation and confidence intervals; Bayesapplications; correlation and regression analysis; statistical clusteranalysis; and singular value decomposition for classification applications...Mathematical description of manufacturingprocesses, including static and dynamic models; model validation;confidence intervals for model parameters; principal component analysis;conventional and recursive least squares procedures; nonlinear leastsquares; and continuous-time, discrete-time, s-domain and Z-domain models...Control of manufacturing processes, includingtransfer function/transfer matrix models; state-variable models; methodsof discrete-time classical control; state variable discrete-time control;state observers/estimators |
出版日期 | Textbook 2016 |
关键词 | Process Control; System Optimization; Multivariable Manufacturing Processes; Random Events; State-Variab |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-42258-9 |
isbn_softcover | 978-3-319-82540-3 |
isbn_ebook | 978-3-319-42258-9Series ISSN 2192-4333 Series E-ISSN 2192-4341 |
issn_series | 2192-4333 |
copyright | Springer International Publishing Switzerland 2016 |