Data Mining and Knowledge Discovery for Process Monitoring and Control
Wang, Xue Z.
Sold by GreatBookPrices, Columbia, MD, U.S.A.
AbeBooks Seller since April 6, 2009
New - Hardcover
Condition: New
Quantity: Over 20 available
Add to basketSold by GreatBookPrices, Columbia, MD, U.S.A.
AbeBooks Seller since April 6, 2009
Condition: New
Quantity: Over 20 available
Add to basketModern computer-based control systems are able to collect a large amount of information, display it to operators and store it in databases but the interpretation of the data and the subsequent decision making relies mainly on operators with little computer support. This book introduces developments in automatic analysis and interpretation of process-operational data both in real-time and over the operational history, and describes new concepts and methodologies for developing intelligent, state-space-based systems for process monitoring, control and diagnosis.
The book brings together new methods and algorithms from process monitoring and control, data mining and knowledge discovery, artificial intelligence, pattern recognition, and causal relationship discovery, as well as signal processing. It also provides a framework for integrating plant operators and supervisors into the design of process monitoring and control systems.
The topics covered include
• a fresh look at current systems for process monitoring, control and diagnosis
• a framework for developing intelligent, state-space-based systems
• a review of data mining and knowledge discovery
• data preprocessing for feature extraction, dimension reduction, noise removal and concept formation
• multivariate statistical analysis for process monitoring and control
• supervised and unsupervised methods for operational state identification
• variable causal relationship discovery in graphical models and production rules
• software sensor design
• historical data analysis
Data Mining and Knowledge Discovery for Process Monitoring and Control is important reading for researchers and graduate students in process control and data and knowledge engineering. Control and process engineers should also find this book of value.
"About this title" may belong to another edition of this title.
Company Name: GreatBookPrices
Legal Entity: Expert Trading, LLC
Address: 9220 Rumsey Road, Ste 101, Columbia MD 21046
Email address: CustomerService@SuperBookDeals.com
Phone number: 410-964-0026
consumer complaints can be addressed to address above
Registration #: 52-1713923
Authorized representative: Danielle Hainsey
Internal processing of your order will take about 1-2 business days. Please allow an additional 4-14 business days for Media Mail delivery. We have multiple ship-from locations - MD,IL,NJ,UK,IN,NV,TN & GA
Order quantity | 8 to 14 business days | 5 to 14 business days |
---|---|---|
First item | US$ 2.64 | US$ 2.64 |
Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.