Bayesian Process Monitoring Control and Optimization 1st Edition by Bianca Colosimo, Enrique del Castillo ISBN 1584885440 978-1584885443

Bayesian Process Monitoring Control and Optimization 1st Edition by Bianca M. Colosimo, Enrique del Castillo  – Ebook PDF Instant Download/Delivery: 1584885440, 978-1584885443
Full download Bayesian Process Monitoring Control and Optimization 1st Edition  after payment

Product details: 

ISBN 10: 1584885440 

ISBN 13: 978-1584885443

Author:  Bianca M. Colosimo, Enrique del Castillo

Although there are many Bayesian statistical books that focus on biostatistics and economics, there are few that address the problems faced by engineers. Bayesian Process Monitoring, Control and Optimization resolves this need, showing you how to oversee, adjust, and optimize industrial processes. Bridging the gap between application and development, this reference adopts Bayesian approaches for actual industrial practices. Divided into four parts, it begins with an introduction that discusses inferential problems and presents modern methods in Bayesian computation. The next part explains statistical process control (SPC) and examines both univariate and multivariate process monitoring techniques. Subsequent chapters present Bayesian approaches that can be used for time series data analysis and process control. The contributors include material on the Kalman filter, radar detection, and discrete part manufacturing. The last part focuses on process optimization and illustrates the application of Bayesian regression to sequential optimization, the use of Bayesian techniques for the analysis of saturated designs, and the function of predictive distributions for optimization. Written by international contributors from academia and industry, Bayesian Process Monitoring, Control and Optimization provides up-to-date applications of Bayesian processes for industrial, mechanical, electrical, and quality engineers as well as applied statisticians.

Table of contents: 

1 Bayesian Inference

2 Process Monitoring

3 Process Control and Time Series Analysis

4 Process Optimization and Designed Experiments

People also search for:

what is bayesian optimization
    
bayesian optimization review
    
advantages and disadvantages of bayesian method
    
bayesian monitoring
    
bayesian statistical process control

Tags:

Bianca Colosimo,Enrique del Castillo,Bayesian Process,Monitoring Control