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Titlebook: Data Intensive Industrial Asset Management; IoT-based Algorithms Farhad Balali,Jessie Nouri,Tian Zhao Book 2020 Springer Nature Switzerland

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書(shū)目名稱Data Intensive Industrial Asset Management
副標(biāo)題IoT-based Algorithms
編輯Farhad Balali,Jessie Nouri,Tian Zhao
視頻videohttp://file.papertrans.cn/263/262842/262842.mp4
概述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 challen
圖書(shū)封面Titlebook: Data Intensive Industrial Asset Management; IoT-based Algorithms Farhad Balali,Jessie Nouri,Tian Zhao Book 2020 Springer Nature Switzerland
描述.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..
出版日期Book 2020
關(guān)鍵詞Internet of Things; Optimization of Manufacturing Systems Using Internet of Things; Predictive Failure
版次1
doihttps://doi.org/10.1007/978-3-030-35930-0
isbn_softcover978-3-030-35932-4
isbn_ebook978-3-030-35930-0
copyrightSpringer Nature Switzerland AG 2020
The information of publication is updating

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Asset Aging Through Degradation Mechanism,lly for highly reliable systems, critical assets, and recently developed products. Application of the degradation methods has been newly increased due to their ability to predict and keep track of the dynamic conditions of the systems. The main purpose of the degradation-based models is to predict t
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IoT Platform: Smart Devices, Gateways, and Communication Networks,art devices which make a device to be considered as smart. The recent trend over the last few decades is toward being smarter. A careful analysis is needed before updating the currently existing platform based on the IoT principles. The core of the IoT platform is the ability of the components to ex
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Implementation Tools of IoT Systems, Cloud-based IoT platforms are attractive to industries with IoT needs due to the scalability and resiliency of cloud-based systems. However, IoT applications are complex software systems, and software developers need to have thorough understanding of the capabilities, limitations, architecture, and
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