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Study on group air to ground attack-defends hierarchical dynamic decision-making 被引量:1
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作者 Zhang Li Zhang An Zhang Yongfang Shi Zhifu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第3期540-544,共5页
As to oppositional, multi-objective and hierarchical characteristic of air formation to ground attackdefends campaign, and using dynamic space state model of military campaign, this article establishes a principal and... As to oppositional, multi-objective and hierarchical characteristic of air formation to ground attackdefends campaign, and using dynamic space state model of military campaign, this article establishes a principal and subordinate hierarchical interactive decision-making way, the Nash-Stackelberg-Nash model, to solve the problems in military operation, and find out the associated best strategy in hierarchical dynamic decision-making. The simulating result indicate that when applying the model to air formation to ground attack-defends decision-making system, it can solve the problems of two hierarchies, dynamic oppositional decision-making favorably, and reach preferable effect in battle. It proves that the model can provide an effective way for analyzing a battle, 展开更多
关键词 dynamic game theory Nash-Stackelberg-Nash strategy hierarchical decision-making attack-defends antagonize.
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Sizing battery storage for islanded microgrid systems to enhance robustness against attacks on energy sources 被引量:2
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作者 Kexing LAI Yishen WANG +3 位作者 Di SHI Mahesh S.ILLINDALA Yanming JIN Zhiwei WANG 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2019年第5期1177-1188,共12页
Power system security against attacks is drawing increasing attention in recent years.Battery energy storage systems(BESSs)are effective in providing emergency support.Although the benefits of BESSs have been extensiv... Power system security against attacks is drawing increasing attention in recent years.Battery energy storage systems(BESSs)are effective in providing emergency support.Although the benefits of BESSs have been extensively studied earlier to improve the system economics,their role in enhancing the system robustness in overcoming attacks has not been adequately investigated This paper addresses the gap by proposing a new battery storage sizing algorithm for microgrids to limit load shedding when the energy sources are attacked.Four participants are considered in a framework involving interactions between a robustness-oriented economic dispatch model and a bilevel attacker-defender model.The proposed method is tested with the data from a microgrid system in Kasabonika Lake of Canada.Comprehensive case studies are carried out to demonstrate the effectiveness and merits of the proposed approach. 展开更多
关键词 Battery storage SIZING Bilevel optimization Economic dispatch(ED) MICROGRIDS attack-defender(AD) ROBUSTNESS
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