Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks

November 18, 2019 Β· Declared Dead Β· πŸ› IEEE Power & Energy Society General Meeting

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Authors Ahmed Imteaj, M. Hadi Amini, Javad Mohammadi arXiv ID 1911.07690 Category cs.AI: Artificial Intelligence Cross-listed cs.DC, cs.MA, math.OC Citations 19 Venue IEEE Power & Energy Society General Meeting Last Checked 4 months ago
Abstract
This paper reintroduces the notion of resilience in the context of recent issues originated from climate change triggered events including severe hurricanes and wildfires. A recent example is PG&E's forced power outage to contain wildfire risk which led to widespread power disruption. This paper focuses on answering two questions: who is responsible for resilience? and how to quantify the monetary value of resilience? To this end, we first provide preliminary definitions of resilience for power systems. We then investigate the role of natural hazards, especially wildfire, on power system resilience. Finally, we will propose a decentralized strategy for a resilient management system using distributed storage and demand response resources. Our proposed high fidelity model provides utilities, operators, and policymakers with a clearer picture for strategic decision making and preventive decisions.
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