Hybrid data-driven physics model-based framework for enhanced cyber-physical smart grid security (English)
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In:
IET Smart Grid
;
3
, 4
;
445-453
;
2020
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Hybrid data-driven physics model-based framework for enhanced cyber-physical smart grid security
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Contributors:Ruben, Cody ( author ) / Dhulipala, Surya ( author ) / Nagaraj, Keerthiraj ( author ) / Zou, Sheng ( author ) / Starke, Allen ( author ) / Bretas, Arturo ( author ) / Zare, Alina ( author ) / McNair, Janise ( author )
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Published in:IET Smart Grid ; 3, 4 ; 445-453
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Publisher:
- New search for: The Institution of Engineering and Technology
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Publication date:2020-04-15
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Size:9 pages
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:sensor fusion , power system state estimation , smart grids cyber-physical security , power grid transitions , security of data , FDI attacks , data fusion , smart grid technology , FDI detection , enhanced cyber-physical , companion statistical modelling error , data-driven anomaly detection methods , real-time monitoring , coordinated FDI attack , power system security , multiple anomaly detection methods , power grids , smart power grids , physics model-based bad data detection , hybrid data-driven physics model , cyber-attacks , state estimation , false data injections , telecommunication security , power engineering computing , IET Smart Grid
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Source:
Metadata by IET is licensed under CC BY 3.0
Table of contents – Volume 3, Issue 4
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 419
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Guest Editorial: Machine Learning in Power Systems| 2020
- 421
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Application technique for model‐based approach to estimate fault locationNavalpakkam Ananthan, Sundaravaradan / Santoso, Surya et al. | 2020
- 435
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AI in arcing‐HIF detection: a brief reviewHao, Bai et al. | 2020
- 445
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Hybrid data-driven physics model-based framework for enhanced cyber-physical smart grid securityRuben, Cody / Dhulipala, Surya / Nagaraj, Keerthiraj / Zou, Sheng / Starke, Allen / Bretas, Arturo / Zare, Alina / McNair, Janise et al. | 2020
- 454
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Real‐time stability assessment in smart cyber‐physical grids: a deep learning approachDarbandi, Farzad / Jafari, Amirreza / Karimipour, Hadis / Dehghantanha, Ali / Derakhshan, Farnaz / Raymond Choo, Kim‐Kwang et al. | 2020
- 462
-
Deep learning for day-ahead electricity price forecastingZhang, Chi / Li, Ran / Shi, Heng / Li, Furong et al. | 2020
- 470
-
Fast dynamic voltage security margin estimation: concept and developmentHagmar, Hannes / Eriksson, Robert / Tuan, Le Anh et al. | 2020
- 479
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Research on hierarchical control and optimisation learning method of multi-energy microgrid considering multi-agent gameLiu, Hong / Li, Jifeng / Ge, Shaoyun et al. | 2020
- 490
-
Phase identification using co‐association matrix ensemble clusteringBlakely, Logan / Reno, Matthew J. et al. | 2020
- 500
-
Improving primary frequency response in networked microgrid operations using multilayer perceptron‐driven reinforcement learningRadhakrishnan, Nikitha / Chakraborty, Indrasis / Xie, Jing / Thekkumparambath Mana, Priya / Tuffner, Francis K. / Bhattarai, Bishnu P. / Schneider, Kevin P. et al. | 2020
- 508
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Adapting big data standards, maturity models to smart grid distributed generation: critical reviewSundararajan, Aditya / Hernandez, Alexander S. / Sarwat, Arif I. et al. | 2020
- 520
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Stacking battery energy storage revenues with enhanced service provisionBrogan, Paul Vincent / Best, Robert / Morrow, John / Duncan, Robin / Kubik, Marek et al. | 2020
- 530
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Power system virtual inertia implemented by thermostatically controlled loadsWang, Zhe / Bao, Yu-Qing / Di, Hui-Fang et al. | 2020
- 538
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Distributed PV generation estimation using multi-rate and event-driven Kalman kriging filterAlam, SM Shafiul / Florita, Anthony R. / Hodge, Bri-Mathias et al. | 2020
- 547
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Corrigendum: Design and techno‐economic analysis of plug‐in electric vehicle‐integrated solar PV charging system for India| 2020