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ADS2 : Anytime Distributed Supervision of Distributed Systems that Face Unreliable or Costly Communication

Cédric Herpson, Vincent Corruble, Amal El Fallah Seghrouchni
2015 IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes  
The purpose of a supervision system is to detect, identify and repair any fault that may occur in the system it supervises.  ...  To allow the anytime supervision of such systems, we propose a distributed approch based on a multi-agent system where each supervision agent autonomously handles both diagnosis and repair on a given location  ...  Related Work The supervision of a system consists of four steps: Detection, Isolation, Identification and Repair.  ... 
dblp:conf/safeprocess/HerpsonCF15 fatcat:pwhdajqtqbaghnr7bobandjp2a

Multi-agent system for anomaly detection in Industry 4.0 using Machine Learning techniques

Nuria MATEOS GARCÍA
2019 Advances in Distributed Computing and Artificial Intelligence Journal  
This article will show a review of the application of Artificial Intelligence (AI) techniques such as Machine Learning (ML) immersed in multi-agent systems (MAS) in Industry 4.0.  ...  Industry 4.0; Multiagent system; Machine Learning; Failure diagnosis Industry 4.0 is the new industrial stage that's committed to greater automation, connectivity and globalization.  ...  (Tsang and Kwong, 2006) propose a multi-agent intrusion detection system in industrial network using ant colony clustering approach and unsupervised feature extraction.  ... 
doi:10.14201/adcaij2019843340 fatcat:cepnaobdeneelgpr2xkb3yhzpa

Multi-agent cooperation for particle accelerator control

Paul Skarek, LászlóZsolt Varga
1996 Expert systems with applications  
A generalized hypothesis is introduced, based on a unified view of control, monitoring, diagnosis, maintenance and repair tasks leading to a general method of cooperation for expert systems by exchanging  ...  We present practical investigations in a real industrial controls environment for justifying theoretical DAI (Distributed Artificial Intelligence) results, and we discuss theoretical aspects of practical  ...  multi-agent system.  ... 
doi:10.1016/s0957-4174(96)00064-4 fatcat:zgcrgenuhnatfft43ragjllfd4

Self-healing systems — survey and synthesis

Debanjan Ghosh, Raj Sharman, H. Raghav Rao, Shambhu Upadhyaya
2007 Decision Support Systems  
system heals a wound.  ...  Self-healing systems attempt to "heal" themselves in the sense of recovering from faults and regaining normative performance levels independently the concept derives from the manner in which a biological  ...  For a multi-agent system, Huhns et al. [25] propose a different type of redundancy policy.  ... 
doi:10.1016/j.dss.2006.06.011 fatcat:dioflt2zhzde3kzezkr4jmxawy

Bayesian Based Diagnostic Model for Condition Based Maintenance of Offshore Wind Farms

Masoud Asgarpour, John Sørensen
2018 Energies  
In [37] , applicable fault detection methods for main systems of wind turbines are briefly discussed, and it is concluded that future studies should conduct more research on multi-agent fault detection  ...  In [34], applicable fault detection methods for each failure mode of each main system and sub-component of wind turbines are discussed.  ...  Figure 3 , presents a framework of such a generic multi-agent diagnostic model for fault detection of one mechanical or electrical wind farm component. that major repair or replacement is mostly done for  ... 
doi:10.3390/en11020300 fatcat:e5r4mlvkirhl5j46tgqeuydz5i

Data Driven Fault Diagnosis and Fault Tolerant Control: Some Advances and Possible New Directions

Hongm WANG, Tian-You CHAI, Jin-Liang DING, Martin BROWN
2009 Acta Automatica Sinica  
A brief summary of the general developments in fault detection and diagnosis for industrial processes is given, which is then followed by discussions on the widely used data driven and knowledge-based  ...  This paper presents a selected survey covering the advances of fault diagnosis and fault tolerant control using data driven techniques.  ...  After a fault has been detected and diagnosed, FTC can subsequently be used to guarantee the safe system operation and to prepare for an economical plant repair shutdown.  ... 
doi:10.1016/s1874-1029(08)60093-2 fatcat:hjlf3hww6jhohgjl2dqlnbrewi

Data Driven Fault Diagnosis and Fault Tolerant Control: Some Advances and Possible New Directions

Hong WANG, Tian-You CHAI, Jin-Liang DING, Martin BROWN
2009 ACTA AUTOMATICA SINICA  
A brief summary of the general developments in fault detection and diagnosis for industrial processes is given, which is then followed by discussions on the widely used data driven and knowledge-based  ...  This paper presents a selected survey covering the advances of fault diagnosis and fault tolerant control using data driven techniques.  ...  After a fault has been detected and diagnosed, FTC can subsequently be used to guarantee the safe system operation and to prepare for an economical plant repair shutdown.  ... 
doi:10.3724/sp.j.1004.2009.00739 fatcat:jjxrs6r4n5a73iofkchccco4ka

Network Self-Fault Management Based on Multi-Intelligent Agents and Windows Management Instrumentation (WMI)

Baghdad Science Journal
2017 Baghdad Science Journal  
This paper proposed a new method for network self-fault management (NSFM) based on two technologies: intelligent agent to automate fault management tasks, and Windows Management Instrumentations (WMI)  ...  A high efficiency average is obtained depending on the faults occurred in the system which reaches to 92.19%, availability 92.375%, and reliability 100%. The proposed system managed five devices.  ...  The mobile agents manage efficient construction and maintenance of faulttolerant multi-agent system networks, and implement a robust agent tracking technique.  ... 
doi:10.21123/bsj.14.4.823-831 fatcat:cr4h4nn7mna7dicvjaclzrlll4

MAGIC – IFATIS: EC-Research Projects

Birgit Köppen-Seliger, Steven X. Ding, Paul M. Frank
2002 IFAC Proceedings Volumes  
While MAGIC is based on a multi-agents-based architecture which integrates all levels in a diagnostic scheme, IFATIS deals with hierarchically structured fault-tolerant control for integrated systems.  ...  The goal is to present the basic ideas and concepts of the projects " Multi-Agents-based Diagnostic Data Acquisition and Management in Complex Systems (MAGIC)" and "Intelligent Fault Tolerant Control in  ...  In an FTC system, an early fault detection and isolation (FDI) and an effective fault diagnosis play a key role.  ... 
doi:10.3182/20020721-6-es-1901.00780 fatcat:pz4yodpjcfgpjkst43ho6lds6i

Part VI: Cyber Physical Systems Preface

Gursel Serpen
2014 Procedia Computer Science  
Multi agent systems provide a good starting point and frame of reference to address the complexity aspect.  ...  In their study entitled "A Multi-Agent System Model for Company Selection Process in an Ontology-based Virtual Enterprise," Sadigh et al. report that simulated multi-agent virtual enterprise (VE) formations  ... 
doi:10.1016/j.procs.2014.09.089 fatcat:3nly4fygsfdunhppnp3vritssy

Development in the application of ICT in condition monitoring and maintenance

Jaime Campos
2009 Computers in industry (Print)  
The author is grateful as well to the four anonymous reviewers for their comments and suggestions that encouraged the author to revise and improve the article.  ...  Acknowledgements The author gratefully acknowledges the comments and critical suggestions of Professor Om Prakash, the School of Technology and Design, Vä xjö University, Sweden and Dr.  ...  [68] have proposed a software system for maintenance and repair tasks.  ... 
doi:10.1016/j.compind.2008.09.007 fatcat:u65wayvikfa77mwa3m4lfzahpi

Detecting Sensor Faults, Anomalies and Outliers in the Internet of Things: A Survey on the Challenges and Solutions

Anuroop Gaddam, Tim Wilkin, Maia Angelova, Jyotheesh Gaddam
2020 Electronics  
In this paper, we present a comprehensive review of the detecting sensor faults, anomalies, outliers in the Internet of Things and the challenges.  ...  A comprehensive guideline to select an adequate outlier detection model for the sensors in the IoT context for various applications is discussed.  ...  The multi-agent deep reinforcement learning uses multi-agents in learning and transfers learning between the agents [50, 51] .  ... 
doi:10.3390/electronics9030511 fatcat:zzjuiacd7zg3bmezds45vey7em

Towards an Adaptive Supervision of Distributed Systems [chapter]

Cédric Herpson, Vincent Corruble, Amal El Fallah Seghrouchni
2011 Studies in Computational Intelligence  
To evaluate our approach, we made experiments on a simulator for distributed systems using three different supervision approaches.  ...  Results show that our agent's decision model does lead to a relevant autonomous supervision in distributed systems where a short response time prevails over a limited repair extra-cost.  ...  by the multi-agent system.  ... 
doi:10.1007/978-3-642-24013-3_13 fatcat:clelj2wzlbhbtbyfmktm3bhwi4

Multi-agent based Cyber Attack Detection and Mitigation for Distribution Automation System

In-Sun Choi, Junho Hong, Tae-Wan Kim
2020 IEEE Access  
INDEX TERMS Cybersecurity of distribution automation system, multi-agent based system, fault detection, isolation and detection.  ...  This paper proposes cybersecurity enhanced distribution automation system (DAS) with a multi-agent system (MAS).  ...  As a result, this paper describes the detection and mitigation strategy for the distribution system cyber attack through the combined use of physical (power system) and cyber (ICT) characteristics for  ... 
doi:10.1109/access.2020.3029765 fatcat:afd4jpasyzbbzioie3twipifcq

Integrated Multistage Self-healing in Smart Distribution Grids Using Decentralized Multiagent

Wenguo Li, Yaqi Deng, Mingmin Zhang, Jiasheng Li, Shuai Chen, Saiwen Zhang
2021 IEEE Access  
In the proposed control framework, decision-making agents vary with fault points and transition between self-healing stages making the technique fully decentralized.  ...  On the basis of multistage characteristics of self-healing control, this article proposes an integrated multistage self-healing strategy for smart distribution systems using multiagent system (MAS), in  ...  An HMAS with multi-level and multi-region architecture was proposed in [24] . A Q-learning algorithm based on HMAS was presented for restoration of distribution systems in [25] .  ... 
doi:10.1109/access.2021.3131214 fatcat:3rsim4xi3jdxdaqs63vkhpp7ai
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