{"product_id":"data-driven-methods-for-fault-detection-and-diagno","title":"Data Driven Methods For Fault Detection And Diagnosis In Chemical Processes A Real World No Fluff Guide To Early Warning Safer Operations Less Downtime And Cost Savings Through Smart Process Monitoring And Data Analytics","description":"\u003cdiv\u003eData Driven Fault Detection and Diagnosis in Chemical Plants\u003cbr\u003e\n✔️ handbook on data-driven process monitoring for safer operations \u003cp\u003eData Driven Methods For Fault Detection And Diagnosis In Chemical Processes is a practical guide for engineers and data scientists focused on early warning and safer operations in chemical plants. It demonstrates how data-driven process monitoring can reduce downtime and lower costs by catching faults before they escalate.\u003c\/p\u003e \u003cp\u003e✅ Softcover reprint of the original 1st ed. 2000\u003cbr\u003e✅ Covers data-driven process monitoring techniques: PCA, Fisher discriminant analysis, PLS, canonical variate analysis\u003cbr\u003e✅ Demonstrates techniques on Tennessee Eastman plant simulator with detailed strengths and weaknesses\u003cbr\u003e✅ Includes classroom homework problems and case studies for hands-on practice\u003cbr\u003e✅ Helps readers select the right technique for a given process application\u003cbr\u003e\u003c\/p\u003e \u003cp\u003e💡 What is data driven fault detection and diagnosis in chemical processing and why does it matter for plant safety? This handy guide explains the concept and benefits.\u003cbr\u003e- data-driven fault detection and diagnosis basics for chemical processes\u003cbr\u003e- hands-on data analytics for process monitoring and early warning\u003cbr\u003e- guidance on selecting PCA, Fisher discriminant analysis, PLS, canonical variate analysis\u003cbr\u003e- real-world examples using a plant simulator to show outcomes\u003c\/p\u003e✝️\u003c\/div\u003e","brand":"Amazon","offers":[{"title":"Default Title","offer_id":49080527487211,"sku":"VXB000PY44R6","price":159.95,"currency_code":"USD","in_stock":true}],"url":"https:\/\/vxb.com\/products\/data-driven-methods-for-fault-detection-and-diagno","provider":"VXB Bearings","version":"1.0","type":"link"}