{"652631":{"#nid":"652631","#data":{"type":"event","title":"Deep Reinforcement Learning for Power System Stability Control and Operation","body":[{"value":"\u003Cp\u003EJoin us to find out about Deep Reinforcement Learning (DRL) and its application to Power Systems Operation and Control, the drawbacks, and the solutions.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDRL has been extensively applied in domains such as gaming and robotics, but has issues with sample inefficiency, scalability, adaptability and trustworthiness. Dr. Huang will share their work on\u0026nbsp;development of new DRL algorithms using physical understanding of the grid, and tools for power system emergency control and corrective operation.\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr.\u0026nbsp;Qiuhua\u0026nbsp;Huang\u0026nbsp;is currently a senior power system research engineer at Pacific Northwest National Laboratory (PNNL).\u0026nbsp;He leads and manages several U.S. DOE-funded projects, including a major ARPA-E OPEN project on intelligent real-time grid emergency control.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EOnline Location:\u003C\/strong\u003E \u003Ca href=\u0022https:\/\/gatech.webex.com\/gatech\/j.php?MTID=m0af9065fc3aeb183565a7148d6fefbfa\u0022\u003Ehttps:\/\/gatech.webex.com\/gatech\/j.php?MTID=m0af9065fc3aeb183565a7148d6fefbfa\u003C\/a\u003E\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDr.\u0026nbsp;Qiuhua\u0026nbsp;Huang\u0026nbsp;is currently a senior power system research engineer at Pacific Northwest National Laboratory (PNNL).\u0026nbsp;\u003C\/p\u003E\r\n","format":"limited_html"}],"field_summary_sentence":[{"value":"Dr. Qiuhua Huang is currently a senior power system research engineer at Pacific Northwest National Laboratory (PNNL). "}],"uid":"27469","created_gmt":"2021-11-09 19:37:37","changed_gmt":"2021-11-09 19:37:49","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2021-11-11T11:00:00-05:00","event_time_end":"2021-11-11T12:00:00-05:00","event_time_end_last":"2021-11-11T12:00:00-05:00","gmt_time_start":"2021-11-11 16:00:00","gmt_time_end":"2021-11-11 17:00:00","gmt_time_end_last":"2021-11-11 17:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"1182","name":"General"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1791","name":"Student sponsored"}],"invited_audience":[{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:lharrison48@gatech.edu\u0022\u003ELuke Harrison\u003C\/a\u003E\u003C\/p\u003E\r\n","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}