{"product_id":"9781447111375","title":"Data Mining and Knowledge Discovery for Process Monitoring and Control","description":"\u003ch1\u003eData Mining and Knowledge Discovery for Process Monitoring and Control\u003c\/h1\u003e \u003ch2\u003eWang, Xue Z.\u003c\/h2\u003e \u003cp\u003eModern 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2012-10-11\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003e ISBN-10: 9781447111375\u003c\/p\u003e \u003cp\u003eISBN-13: 9781447111375\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4471-0421-6\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 251\u003c\/p\u003e ","brand":"Springer","offers":[{"title":"Default Title","offer_id":44359168983180,"sku":"9781447111375","price":99.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781447111375_df741683-620c-4d52-aba4-3c15c2240a09.jpg?v=1755103533","url":"https:\/\/lateknightbooks.com\/products\/9781447111375","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}