Economic and resilience benefit analysis of incorporating battery storage to photovoltaic array generation von Zhou, Jian, Tsianikas, Stamatis, Birnie, Dunbar P., Coit, David W.

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Combined optimization of system reliability improvement and resilience with mixed cascading failures in dependent network systems von Zhou, Jian, Coit, David W., Felder, Frank A., Tsianikas, Stamatis

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Reinforcement learning for dynamic condition-based maintenance of a system with individually repairable components von Yousefi, Nooshin, Tsianikas, Stamatis, Coit, David W.

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Dynamic maintenance model for a repairable multi-component system using deep reinforcement learning von Yousefi, Nooshin, Tsianikas, Stamatis, Coit, David W.

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Long-term microgrid expansion planning with resilience and environmental benefits using deep reinforcement learning von Pang, Kexin, Zhou, Jian, Tsianikas, Stamatis, Coit, David W., Ma, Yizhong

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Deep reinforcement learning for resilient microgrid expansion planning with multiple energy resource von Pang, Kexin, Zhou, Jian, Tsianikas, Stamatis, Ma, Yizhong

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A storage expansion planning framework using reinforcement learning and simulation-based optimization von Tsianikas, Stamatis, Yousefi, Nooshin, Zhou, Jian, Rodgers, Mark D., Coit, David

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Economic trends and comparisons for optimizing grid-outage resilient photovoltaic and battery systems von Tsianikas, Stamatis, Zhou, Jian, Birnie, Dunbar P., Coit, David W.

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Inspection plan prediction for multi-repairable component systems using neural network von Yousefi, Nooshin, Tsianikas, Stamatis, Zhou, Jian, Coit, David W

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Resilience based optimization for western US transmission grid against cascading failures von Zhou, Jian, Tsianikas, Stamatis, Coit, David W, Felder, Frank A

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Battery selection for optimal grid-outage resilient photovoltaic and battery systems von Tsianikas, Stamatis, Zhou, Jian, Yousefi, Nooshin, Coit, David W

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Inspection plan prediction for multi-repairable component systems using neural network von Yousefi, Nooshin, Tsianikas, Stamatis, Zhou, Jian, Coit, David W

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Resilience based optimization for western US transmission grid against cascading failures von Zhou, Jian, Tsianikas, Stamatis, Coit, David W, Felder, Frank A

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Battery selection for optimal grid-outage resilient photovoltaic and battery systems von Tsianikas, Stamatis, Zhou, Jian, Yousefi, Nooshin, Coit, David W

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