Fault Diagnosis Method Based On Improved Evidence Reasoning

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Fault Diagnosis Method Based on Improved Evidence Reasoning

Author : Jianbin Xiong
Publisher : Infinite Study
ISBN 13 :
Total Pages : 10 pages
Book Rating : 4./5 ( download)

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Book Synopsis Fault Diagnosis Method Based on Improved Evidence Reasoning by : Jianbin Xiong

Download or read book Fault Diagnosis Method Based on Improved Evidence Reasoning written by Jianbin Xiong and published by Infinite Study. This book was released on with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evidence reasoning (ER) combined with dimensionless index method can be used in rotating machinery fault diagnosis. In ER algorithm, reliability is mainly obtained in two ways: distance-based method and correlation measure by set theory. In practice, the distance-based method cannot generate high-discrimination reliability in high-coincidence data like dimensionless index data. Therefore, correlation measure by set theory method is used in fault diagnosis more frequently. Because correlation measure by set theory only considers upper bound and lower bound of fault data, we add a regularization term to calculate the relationship between the inner data. Experience result shows that fault diagnosis accuracy had improved, which illustrates that the new reliability can describe data relationship better

Fault Diagnosis Method Based on Improved Evidence Reasoning

Author : Jianbin Xiong
Publisher : Infinite Study
ISBN 13 :
Total Pages : 10 pages
Book Rating : 4./5 ( download)

DOWNLOAD NOW!

Book Synopsis Fault Diagnosis Method Based on Improved Evidence Reasoning by : Jianbin Xiong

Download or read book Fault Diagnosis Method Based on Improved Evidence Reasoning written by Jianbin Xiong and published by Infinite Study. This book was released on with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evidence reasoning (ER) combined with dimensionless index method can be used in rotating machinery fault diagnosis. In ER algorithm, reliability is mainly obtained in two ways: distance-based method and correlation measure by set theory. In practice, the distance-basedmethod cannot generate high-discrimination reliability in high-coincidence data like dimensionless index data. Therefore, correlationmeasure by set theory method is used in fault diagnosis more frequently. Because correlationmeasure by set theory only considers upper bound and lower bound of fault data, we add a regularization term to calculate the relationship between the inner data. Experience result shows that fault diagnosis accuracy had improved, which illustrates that the new reliability can describe data relationship better.

Computational Science and Its Applications – ICCSA 2019

Author : Sanjay Misra
Publisher : Springer
ISBN 13 : 3030243117
Total Pages : 590 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Computational Science and Its Applications – ICCSA 2019 by : Sanjay Misra

Download or read book Computational Science and Its Applications – ICCSA 2019 written by Sanjay Misra and published by Springer. This book was released on 2019-06-28 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: The six volumes LNCS 11619-11624 constitute the refereed proceedings of the 19th International Conference on Computational Science and Its Applications, ICCSA 2019, held in Saint Petersburg, Russia, in July 2019. The 64 full papers, 10 short papers and 259 workshop papers presented were carefully reviewed and selected form numerous submissions. The 64 full papers are organized in the following five general tracks: computational methods, algorithms and scientific applications; high performance computing and networks; geometric modeling, graphics and visualization; advanced and emerging applications; and information systems and technologies. The 259 workshop papers were presented at 33 workshops in various areas of computational sciences, ranging from computational science technologies to specific areas of computational sciences, such as software engineering, security, artificial intelligence and blockchain technologies.

A fault detection method for FADS system based on interval-valued neutrosophic sets, belief rule base, and D-S evidence reasoning

Author : Qianlei Jia
Publisher : Infinite Study
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4./5 ( download)

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Book Synopsis A fault detection method for FADS system based on interval-valued neutrosophic sets, belief rule base, and D-S evidence reasoning by : Qianlei Jia

Download or read book A fault detection method for FADS system based on interval-valued neutrosophic sets, belief rule base, and D-S evidence reasoning written by Qianlei Jia and published by Infinite Study. This book was released on with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fault detection, with the characteristics of strong uncertainty and randomness, has always been one of the research hotspots in the field of aerospace. Considering that devices will inevitably encounter various unknown interference in the process of use, which greatly limits the performance of many traditional fault detection methods. Therefore, the main aim of this paper is to address this problem from the perspective of uncertainty and randomness of measurement signal. In information engineering, interval-valued neutrosophic sets (IVNSs), belief rule base (BRB), and Dempster-Shafer (D-S) evidence reasoning are always characterized by the strong ability in revealing uncertainty, but each has its drawbacks. As a result, the three theories are firstly combined in this paper to form a powerful fault detection algorithm. Besides, a series of innovations are proposed to improve the method, including a new score function based on p-norm for IVNSs and a new approach of calculating the similarity between IVNSs, which are both proved by authoritative prerequisites. To illustrate the effectiveness of the proposed method, flush air data sensing (FADS), a technologically advanced airborne sensor, is adopted in this paper. The aerodynamic model of FADS is analyzed in detail using knowledge of aerodynamics under subsonic and supersonic conditions, meanwhile, the high-precision model is established based on the aerodynamic database obtained from CFD software.

Fault Diagnosis Method for a Mine Hoist in the Internet of Things Environment

Author : Juanli Li
Publisher : Infinite Study
ISBN 13 :
Total Pages : 16 pages
Book Rating : 4./5 ( download)

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Book Synopsis Fault Diagnosis Method for a Mine Hoist in the Internet of Things Environment by : Juanli Li

Download or read book Fault Diagnosis Method for a Mine Hoist in the Internet of Things Environment written by Juanli Li and published by Infinite Study. This book was released on with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: To reduce the difficulty of acquiring and transmitting data in mining hoist fault diagnosis systems and to mitigate the low efficiency and unreasonable reasoning process problems, a fault diagnosis method for mine hoisting equipment based on the Internet of Things (IoT) is proposed in this study.

The 37th Annual Conference on Power System and Automation in Chinese Universities (CUS-EPSA)

Author : Pingliang Zeng
Publisher : Springer Nature
ISBN 13 : 9819914396
Total Pages : 1305 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis The 37th Annual Conference on Power System and Automation in Chinese Universities (CUS-EPSA) by : Pingliang Zeng

Download or read book The 37th Annual Conference on Power System and Automation in Chinese Universities (CUS-EPSA) written by Pingliang Zeng and published by Springer Nature. This book was released on 2023-04-24 with total page 1305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes original, peer-reviewed research papers from the 37th Annual Conference of Power System and Automation in Chinese Universities (CUS-EPSA), held in Hangzhou, China on October 23-25, 2022. These papers cover topics as Evolution and development path of the power system, Resilience assessment, analysis and planning of power system, Power system planning and reliability, Modelling and simulation of novel power system, Power electronic for power system stability analysis, Power system relay protection and automation and so on. The papers included in this proceedings share the latest research results and practical application examples on the methodologies and algorithms in these areas, which makes the book a valuable reference for researchers, engineers, and university students.

Electric Systems for Transportation

Author : Maria Carmen Falvo
Publisher : MDPI
ISBN 13 : 3036504885
Total Pages : 690 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Electric Systems for Transportation by : Maria Carmen Falvo

Download or read book Electric Systems for Transportation written by Maria Carmen Falvo and published by MDPI. This book was released on 2021-09-02 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transportation systems play a major role in the reduction of energy consumptions and environmental impact all over the world. The significant amount of energy of transport systems forces the adoption of new solutions to ensure their performance with energy-saving and reduced environmental impact. In this context, technologies and materials, devices and systems, design methods, and management techniques, related to the electrical power systems for transportation are continuously improving thanks to research activities. The main common challenge in all the applications concerns the adoption of innovative solutions that can improve existing transportation systems in terms of efficiency and sustainability.

Nuclear Power Plants: Innovative Technologies for Instrumentation and Control Systems

Author : Yang Xu
Publisher : Springer Nature
ISBN 13 : 9811518769
Total Pages : 584 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Nuclear Power Plants: Innovative Technologies for Instrumentation and Control Systems by : Yang Xu

Download or read book Nuclear Power Plants: Innovative Technologies for Instrumentation and Control Systems written by Yang Xu and published by Springer Nature. This book was released on 2020-01-07 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a compilation of selected papers from the Fourth International Symposium on Software Reliability, Industrial Safety, Cyber Security and Physical Protection of Nuclear Power Plant, held in August 2019 in Guiyang, China. The purpose of the symposium was to discuss inspection, testing, certification and research concerning the software and hardware of instrument and control (I&C) systems used at nuclear power plants (NPP), such as sensors, actuators and control systems. The event provides a venue for exchange among experts, scholars and nuclear power practitioners, as well as a platform for the combination of teaching and research at universities and enterprises to promote the safe development of nuclear power plants. Readers will find a wealth of valuable insights into achieving safer and more efficient instrumentation and control systems.

The Proceedings of the 17th Annual Conference of China Electrotechnical Society

Author : Jian Li
Publisher : Springer Nature
ISBN 13 : 981990451X
Total Pages : 1411 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis The Proceedings of the 17th Annual Conference of China Electrotechnical Society by : Jian Li

Download or read book The Proceedings of the 17th Annual Conference of China Electrotechnical Society written by Jian Li and published by Springer Nature. This book was released on 2023-03-31 with total page 1411 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers outstanding papers presented at the 17th Annual Conference of China Electrotechnical Society, organized by China Electrotechnical Society (CES), held in Beijing, China, from September 17 to 18, 2022. It covers topics such as electrical technology, power systems, electromagnetic emission technology, and electrical equipment. It introduces the innovative solutions that combine ideas from multiple disciplines. The book is very much helpful and useful for the researchers, engineers, practitioners, research students, and interested readers.

A new fault diagnosis method based on attributes weighted neutrosophic set

Author : LINFENG GOU
Publisher : Infinite Study
ISBN 13 :
Total Pages : 12 pages
Book Rating : 4./5 ( download)

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Book Synopsis A new fault diagnosis method based on attributes weighted neutrosophic set by : LINFENG GOU

Download or read book A new fault diagnosis method based on attributes weighted neutrosophic set written by LINFENG GOU and published by Infinite Study. This book was released on with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fault diagnosis is an extensively applied issue to monitor condition and diagnose fault for safe and stable operation of the machine, which started to develop during the industrial revolution and applies various theories and technologies. Due to the growing complexity of contributing factors of a fault and the correlation of fault attributes which are often interrelated, traditional fault diagnosis methods fails to handle with this complex condition. To solve this problem, a new fault diagnosis method based on attributes weighted neutrosophic set is proposed in this paper. In the proposed approach, a attributes weighted model is developed to obtain the weights of attributes by the fault information. For a sample whose fault type is unknown, the neutrosophic set generated from the fault sample data are aggregated via the single valued neutrosophic power weighted averaging (SVNPWA) operator with the obtained attributes weights, then, the fault diagnosis results could be determined by the defuzzification method of fused neutrosophic set. This proposed method have capacity to differentiate the individual impact of attributes and handle the uncertain problems in the process of fault diagnosis. Finally, an illustrative example was provided to demonstrate the reasonableness and effectiveness of the proposed method.

Decision Support System

Author : Susmita Bandyopadhyay
Publisher : CRC Press
ISBN 13 : 1000845710
Total Pages : 516 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Decision Support System by : Susmita Bandyopadhyay

Download or read book Decision Support System written by Susmita Bandyopadhyay and published by CRC Press. This book was released on 2023-03-13 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents different tools and techniques used for Decision Support Systems (DSS), including decision tree and table, and their modifications, multi-criteria decision analysis techniques, network tools of decision support, and various case-based reasoning methods supported by examples and case studies. Latest developments for each of the techniques have been discussed separately, and possible future research areas are duly identified as intelligent and spatial DSS. Features: Discusses all the major tools and techniques for Decision Support System supported by examples. Explains techniques considering their deterministic and stochastic aspects. Covers network tools including GERT and Q-GERT. Explains the application of both probability and fuzzy orientation in the pertinent techniques. Includes a number of relevant case studies along with a dedicated chapter on software. This book is aimed at researchers and graduate students in information systems, data analytics, operation research, including management and computer science areas.

Computer Supported Cooperative Work and Social Computing

Author : Yuqing Sun
Publisher : Springer Nature
ISBN 13 : 9811945462
Total Pages : 650 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Computer Supported Cooperative Work and Social Computing by : Yuqing Sun

Download or read book Computer Supported Cooperative Work and Social Computing written by Yuqing Sun and published by Springer Nature. This book was released on 2022-07-19 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set CCIS 1491 and 1492 constitutes the refereed post-conferenceproceedings of the 16th CCF Conference on Computer Supported Cooperative Work and Social Computing, ChineseCSCW 2021, held in Xiangtan, China, November 26–28, 2021. The conference was held in a hybrid mode i.e. online and on-site in Xiangtan due to the COVID-19 crisis. The 65 revised full papers and 22 revised short papers were carefully reviewed and selected from 242 submissions. The papers are organized in the following topical sections: Volume I: Collaborative Mechanisms, Models, Approaches, Algorithms and Systems; Cooperative Evolutionary Computation and Human-like Intelligent Collaboration; Domain-Specific Collaborative Applications; Volume II: Crowd Intelligence and Crowd Cooperative Computing; Social Media and Online Communities.

Information Fusion Under Consideration of Conflicting Input Signals

Author : Uwe Mönks
Publisher : Springer
ISBN 13 : 3662537524
Total Pages : 240 pages
Book Rating : 4.6/5 (625 download)

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Book Synopsis Information Fusion Under Consideration of Conflicting Input Signals by : Uwe Mönks

Download or read book Information Fusion Under Consideration of Conflicting Input Signals written by Uwe Mönks and published by Springer. This book was released on 2016-11-25 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work proposes the multilayered information fusion system MACRO (multilayer attribute-based conflict-reducing observation) and the μBalTLCS (fuzzified balanced two-layer conflict solving) fusion algorithm to reduce the impact of conflicts on the fusion result. In addition, a sensor defect detection method, which is based on the continuous monitoring of sensor reliabilities, is presented. The performances of the contributions are shown by their evaluation in the scope of both a publicly available data set and a machine condition monitoring application under laboratory conditions. Here, the MACRO system yields the best results compared to state-of-the-art fusion mechanisms.

Computational Intelligence

Author : De-Shuang Huang
Publisher : Springer Science & Business Media
ISBN 13 : 3540372741
Total Pages : 1363 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Computational Intelligence by : De-Shuang Huang

Download or read book Computational Intelligence written by De-Shuang Huang and published by Springer Science & Business Media. This book was released on 2006-08-04 with total page 1363 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the proceedings of the International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 2006. The book presents 165 revised full papers, carefully chosen and reviewed, organized in topical sections on fuzzy systems, fuzzy-neuro-evolutionary hybrids, supervised, unsupervised and reinforcement learning, intelligent agent and Web applications, intelligent fault diagnosis, natural language processing and expert systems, natural language human-machine interface using artificial neural networks, and intelligent financial engineering.

Handbook of Performability Engineering

Author : Krishna B. Misra
Publisher : Springer Science & Business Media
ISBN 13 : 1848001312
Total Pages : 1331 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Handbook of Performability Engineering by : Krishna B. Misra

Download or read book Handbook of Performability Engineering written by Krishna B. Misra and published by Springer Science & Business Media. This book was released on 2008-08-24 with total page 1331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dependability and cost effectiveness are primarily seen as instruments for conducting international trade in the free market environment. These factors cannot be considered in isolation of each other. This handbook considers all aspects of performability engineering. The book provides a holistic view of the entire life cycle of activities of the product, along with the associated cost of environmental preservation at each stage, while maximizing the performance.

Fuzzy Systems and Data Mining V

Author : A.J. Tallón-Ballesteros
Publisher : IOS Press
ISBN 13 : 1643680196
Total Pages : 1186 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Fuzzy Systems and Data Mining V by : A.J. Tallón-Ballesteros

Download or read book Fuzzy Systems and Data Mining V written by A.J. Tallón-Ballesteros and published by IOS Press. This book was released on 2019-11-06 with total page 1186 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Fuzzy Systems and Data Mining (FSDM) conference is an annual event encompassing four main themes: fuzzy theory, algorithms and systems, which includes topics like stability, foundations and control; fuzzy application, which covers different kinds of processing as well as hardware and architectures for big data and time series and has wide applicability; the interdisciplinary field of fuzzy logic and data mining, encompassing applications in electrical, industrial, chemical and engineering fields as well as management and environmental issues; and data mining, outlining new approaches to big data, massive data, scalable, parallel and distributed algorithms. The annual conference provides a platform for knowledge exchange between international experts, researchers, academics and delegates from industry. This book includes the papers accepted and presented at the 5th International Conference on Fuzzy Systems and Data Mining (FSDM 2019), held in Kitakyushu, Japan on 18-21 October 2019. This year, FSDM received 442 submissions. All papers were carefully reviewed by program committee members, taking account of the quality, novelty, soundness, breadth and depth of the research topics falling within the scope of FSDM. The committee finally decided to accept 137 papers, which represents an acceptance rate of about 30%. The papers presented here are arranged in two sections: Fuzzy Sets and Data Mining, and Communications and Networks. Providing an overview of the most recent scientific and technological advances in the fields of fuzzy systems and data mining, the book will be of interest to all those working in these fields.

Advanced Intelligent Computing Theories and Applications

Author : De-Shuang Huang
Publisher : Springer Science & Business Media
ISBN 13 : 3540742018
Total Pages : 1397 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Advanced Intelligent Computing Theories and Applications by : De-Shuang Huang

Download or read book Advanced Intelligent Computing Theories and Applications written by De-Shuang Huang and published by Springer Science & Business Media. This book was released on 2007-08-09 with total page 1397 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, in conjunction with the two volumes CICS 0002 and LNCS 4681, constitutes the refereed proceedings of the Third International Conference on Intelligent Computing held in Qingdao, China, in August 2007. The 139 full papers published here were carefully reviewed and selected from among 2,875 submissions. These papers offer important findings and insights into the field of intelligent computing.