SAMBA: A Self-Aware Health Monitoring Architecture for Distributed Industrial Systems

被引:0
作者
Siafara, Lydia C. [1 ]
Kholerdi, Hedyeh A. [1 ]
Bratukhin, Aleksey [2 ]
TaheriNejad, Nima [1 ]
Wendt, Alexander [1 ]
Jantsch, Axel [1 ]
Treytl, Albert [2 ]
Sauter, Thilo [1 ,2 ]
机构
[1] TU Wien, Inst Comp Technol, Vienna, Austria
[2] Danube Univ Krems, Ctr Integrated Sensor Syst, Wr Neustadt, Austria
来源
IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY | 2017年
关键词
Self-awareness; Monitoring; Health Monitoring; Distributed Cyber-Physical Systems; Bio-inspired; Cognitive System; Automation Systems; System Architecture;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the context of Industry 4.0, constantly evolving shop floors generate the need for a highly adaptive and autonomous automation system with lean maintenance, minimum downtime, maximum reliability, and resilience. Future Manufacturing Execution Systems (MESs) will be more complex and dynamic as well as distributed physically and logically. This makes it very difficult, if not impossible, for the conventional centralized architectures to effectively control these vibrant Cyber-Physical Production Systems (CPPSs). To address these issues, we propose Self-Aware health Monitoring and Bio-inspired coordination for distributed Automation systems (SAMBA), an architecture which tackles these challenges. SAMBA increases the ability of the system to intelligently adapt to rapidly changing environment and conditions of future CPPSs.
引用
收藏
页码:3512 / 3517
页数:6
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  • [21] Toward Smart Embedded Systems: A Self-aware System-on-Chip (SoC) Perspective
    Dutt, Nikil
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    Sarma, Santanu
    [J]. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2016, 15 (02)
  • [22] Self-Aware Anomaly-Detection for Epilepsy Monitoring on Low-Power Wearable Electrocardiographic Devices
    Forooghifar, Farnaz
    Aminifar, Amin
    Teijeiro, Tomas
    Aminifar, Amir
    Jeppesen, Jesper
    Beniczky, Sandor
    Atienza, David
    [J]. 2021 IEEE 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS (AICAS), 2021,
  • [23] From Self-Aware Building Blocks to Self-Organizing Systems with Hierarchical Agent-based Adaptation
    Guang, Liang
    Plosila, Juha
    Tenhunen, Hannu
    [J]. 2014 INTERNATIONAL CONFERENCE ON HARDWARE/SOFTWARE CODESIGN AND SYSTEM SYNTHESIS (CODES+ISSS), 2014,
  • [24] Monitoring distributed systems - A publish/subscribe methodology and architecture
    Witting, K
    Challenger, J
    O'Connell, B
    [J]. INTEGRATED NETWORK MANAGEMENT VIII: MANAGING IT ALL, 2003, 118 : 89 - 92
  • [25] Resource-Aware Distributed Epilepsy Monitoring Using Self-Awareness From Edge to Cloud
    Forooghifar, Farnaz
    Aminifar, Amir
    Atienza, David
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2019, 13 (06) : 1338 - 1350
  • [26] Self-Aware Data Processing for Power Saving in Resource-Constrained IoT Cyber-Physical Systems
    Hafshejani, Ehsan Hadizadeh
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    Rabbani, Rozhan
    Azizi, Zohreh
    Mohin, Shahabeddin
    Fotowat-Ahmady, Ali
    Mirabbasi, Shahriar
    [J]. IEEE SENSORS JOURNAL, 2022, 22 (04) : 3648 - 3659
  • [27] Dynamic Meta-Scheduling Architecture based on Monitoring in Distributed Systems
    Pop, Florin
    Dobre, Ciprian
    Stratan, Corina
    Costan, Alexandru
    Cristea, Valentin
    [J]. CISIS: 2009 INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS, VOLS 1 AND 2, 2009, : 388 - 395
  • [28] SAMBA – an architecture for adaptive cognitive control of distributed Cyber-Physical Production Systems based on its self-awareness; [SAMBA – eine Architektur zur adaptiven kognitiven Kontrolle verteilter cyber-physischer Produktionssysteme basierend auf Self-Awareness]
    Siafara L.C.
    Kholerdi H.
    Bratukhin A.
    Taherinejad N.
    Jantsch A.
    [J]. e & i Elektrotechnik und Informationstechnik, 2018, 135 (3) : 270 - 277
  • [29] Self-Awareness in Remote Health Monitoring Systems using Wearable Electronics
    Anzanpour, Arman
    Azimi, Iman
    Gotzinger, Maximilian
    Rahmani, Amir M.
    TaheriNejad, Nima
    Liljeberg, Pasi
    Jantsch, Axel
    Dutt, Nikil
    [J]. PROCEEDINGS OF THE 2017 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE), 2017, : 1056 - 1061
  • [30] Noise-Aware Sparse Gaussian Processes and Application to Reliable Industrial Machinery Health Monitoring
    Yang, Jingyu
    Yue, Zuogong
    Yuan, Ye
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (04) : 5995 - 6005