Data intensive industrial asset management : IoT-based algorithms and implementation /: IoT-based algorithms and implementation. (2020)

• Record Type: Book
• Further Information: Note: Farhad Balali, Jessie Nouri, Adel Nasiri, Tian Zhao.
• Authors: Balali, Farhad; Nouri, Jessie; Nasiri, Adel; Zhao, Tian
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (236 pages)
• Subjects: 658.56; Internet of things; Manufacturing processes -- Automation; Production management -- Data processing; Internet of things; Manufacturing processes -- Automation; Production management -- Data processing
• Languages: English
• ISBNs: 9783030359300
• Related ISBNs: 9783030359294
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.