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Journal Articles

  1. "Economic trends and comparisons for optimizing grid-outage resilient photovoltaic and battery systems", S Tsianikas; J Zhou; DP Birnie; DW Coit, Applied Energy 256: 113892, 2019

  2. "Economic and resilience value of adding battery capacity to photovoltaic array generation", J Zhou; S Tsianikas; DP Birnie; DW Coit, Renewable Energy 135: 652-662, 2019

  3. "A sequential resource investment planning framework using reinforcement learning and simulation-based optimization", S Tsianikas; N Yousefi; J Zhou; M Rodgers; DW Coit, submitted in MSOM, 2019

  4. "Optimal sizing of economic and grid-outage resilient solar array with neural network based prediction", J Zhou; S Tsianikas; N Yousefi; DW Coit, (manuscript in preparation), 2019

  5. "Reinforcement learning for dynamic condition based maintenance of a system with individually repairable components", N Yousefi; S Tsianikas; DW Coit; J Zhou, (manuscript in preparation), 2019

Conference Proceedings

  1. "Techno-economic optimization of a PV + battery system: A case study for a hospital in Orlando, FL", S Tsianikas; J Zhou; DP Birnie; DW Coit, Proceedings of the 2019 IISE Annual Conference, Orlando, FL, May 2019

  2. "Resiliency based optimization for western U.S. transmission grid against cascading failures", J Zhou; S Tsianikas; DW Coit; F Felder, Proceedings of the 2019 IISE Annual Conference, Orlando, FL, May 2019

  3. "Battery selection for optimal grid-outage resilient photovoltaic and battery systems", S Tsianikas; J Zhou; N Yousefi; DW Coit, Proceedings of the 2019 IISE Annual Conference, Orlando, FL, May 2019

  4. "The impact of analytical outage modeling on expansion planning problems in the area of power systems", S Tsianikas; N Yousefi; J Zhou; DW Coit, (submitted in Proceedings of the 2020 IISE Annual Conference), New Orleans,  LA, May 2020

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