Balali, Farhad. <br/><br/>
Data Intensive Industrial Asset Management  IoT-based Algorithms and Implementation  /  [electronic resource] : 
by Farhad Balali, Jessie Nouri, Adel Nasiri, Tian Zhao. 
 - 1st ed. 2020. 
 - XXI, 236 p. 132 illus., 126 illus. in color.  online resource. 
<br/><br/>Principles of Internet of Things (IoT) -- Asset Management and Maintenance Policies -- Statistical Data Analysis -- Descriptive, Diagnostics, Predictive, and Prescriptive Analysis -- Fault and Risk Analysis -- Predictive Failure Detection Algorithms -- Smart Device Function and Operation -- Data Driven Approaches -- Parameter Selection and Real Time Monitoring -- Edge and Cloud Computing -- Data Analytics and Visualization -- Artificial Intelligence for Predictive Maintenance -- Implementation Tools -- Case Studies. 
<br/><br/> This book presents a step by step Asset Health Management Optimization Approach Using Internet of Things (IoT). The authors provide a comprehensive study which includes the descriptive, diagnostic, predictive, and prescriptive analysis in detail. The presentation focuses on the challenges of the parameter selection, statistical data analysis, predictive algorithms, big data storage and selection, data pattern recognition, machine learning techniques, asset failure distribution estimation, reliability and availability enhancement, condition based maintenance policy, failure detection, data driven optimization algorithm, and a multi-objective optimization approach, all of which can significantly enhance the reliability and availability of the system. Provides a comprehensive reference, focused on the Asset Health Management Optimization Approach Using Internet of Things (IoT); Describes a data-driven optimization method, which considers the challenges raise by big data analysis; Enables a multi-objective approach, which includes the healthy index, reliability, availability, and cost, with respect to the optimization methods and computational restrictions which can have various applications. 
<br/><br/><label>ISBN: </label>9783030359300 
<br/><br/><label>Standard No.: </label>10.1007/978-3-030-35930-0  doi 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Security systems.<br/>Buildings—Design and construction.<br/>Statistics .<br/>Security Science and Technology.<br/>Building Construction and Design.<br/>Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
<br/><br/><label>LC Class. No.: </label>TH9701-9745 
<br/><br/><label>Dewey Class. No.: </label>621