[ { "id":"138834-21884014", "datetime_modified":"20250904T153242", "datetime_start":"20251015T140000", "datetime_end":"20251015T150000", "has_end_time":1, "date_start":"2025-10-15", "date_end":"2025-10-15", "time_start":"14:00:00", "time_end":"15:00:00", "time_zone":"America\/Detroit", "event_title":"Weekly coffee chat hosted by INFORMS & HFES", "occurrence_title":"", "combined_title":"Weekly coffee chat hosted by INFORMS & HFES", "event_subtitle":"", "event_type":"Social \/ Informal Gathering", "event_type_id":"19", "description":"Come join us in the IOE Commons for some coffee and networking!", "occurrence_notes":null, "guid":"138834-21884014@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/138834", "building_id":"1000429", "building_name":"Industrial and Operations Engineering Building", "building_official_id":1000429, "campus_maps_id":"73", "campus_maps_link_path":"industrial-and-operations-engineering-building", "campus_maps_link":"https:\/\/maps.studentlife.umich.edu\/building\/industrial-and-operations-engineering-building", "room":"Community Suite Room 1700", "location_name":"Industrial and Operations Engineering Building", "has_livestream":0, "cost":"", "tags":["Industrial And Operations Engineering"], "website":"", "links":[ ], "sponsors":[ { "group_name":"Industrial & Operations Engineering", "group_id":"3301", "website":"http:\/\/ioe.engin.umich.edu\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "image_description":"three hands holding cups of coffee", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2025\/09\/event_138834_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2025\/09\/event_138834_original-1.jpg" }, "qr_code_url":"http:\/\/events.umich.edu\/event\/138834\/qrcode.png", "occurrence_count":25, "first_occurrence":21884009 } , { "id":"138724-21883764", "datetime_modified":"20250903T123136", "datetime_start":"20251015T153000", "datetime_end":"20251015T170000", "has_end_time":1, "date_start":"2025-10-15", "date_end":"2025-10-15", "time_start":"15:30:00", "time_end":"17:00:00", "time_zone":"America\/Detroit", "event_title":"COE Majors and Minors Fair", "occurrence_title":"", "combined_title":"COE Majors and Minors Fair: 2025 COE Majors and Minors Fair", "event_subtitle":"2025 COE Majors and Minors Fair", "event_type":"Fair \/ Festival", "event_type_id":"10", "description":"Undecided on an Engineering major? 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Event will also spread across to the Chrysler Center Lobby.", "guid":"138724-21883764@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/138724", "building_id":"1000396", "building_name":"Duderstadt Center", "building_official_id":1000396, "campus_maps_id":"181", "campus_maps_link_path":"james-and-anne-duderstadt-center", "campus_maps_link":"https:\/\/maps.studentlife.umich.edu\/building\/james-and-anne-duderstadt-center", "room":"", "location_name":"Duderstadt Center", "has_livestream":0, "cost":"", "tags":["Industrial and Operations Engineering"], "website":"https:\/\/forms.gle\/aWnuqfWB5eWVAVtcA", "links":[ { "type":"registration", "url":"https:\/\/forms.gle\/aWnuqfWB5eWVAVtcA", "title":"2025 COE MAJORS & MINORS FAIR 2025 STUDENT RSVP FORM" } ], "sponsors":[ { "group_name":"Engineering Advising Center", "group_id":"3841", "website":"" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2025\/09\/event_138724_original-1.png", "image_description":"Flyer with Information regarding the 2025 COE Majors and Minors Fair", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2025\/09\/crop-event_138724_original-1.png" }, "qr_code_url":"http:\/\/events.umich.edu\/event\/138724\/qrcode.png", "occurrence_count":1, "first_occurrence":21883764 } , { "id":"138901-21884218", "datetime_modified":"20251001T121431", "datetime_start":"20251016T153000", "datetime_end":"20251016T163000", "has_end_time":1, "date_start":"2025-10-16", "date_end":"2025-10-16", "time_start":"15:30:00", "time_end":"16:30:00", "time_zone":"America\/Detroit", "event_title":"IES Energy Seminar Series - Thin-Film Photovoltaics: from Lab to Scale", "occurrence_title":"", "combined_title":"IES Energy Seminar Series - Thin-Film Photovoltaics: from Lab to Scale: Vera Steinmann, First Solar", "event_subtitle":"Vera Steinmann, First Solar", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"Hosted by Max Shtein \r\n\r\nAbstract: \r\nClean energy generation from photovoltaics (PV) has grown at a historic pace, reaching 7% of global electricity generation (2000 TWh) in 2024. PV is on track to be the largest renewable energy source by 2029. Today, silicon PV accounts for roughly 97% of the market share while thin-film PV (mainly CdTe) accounts for the remaining 3%. Silicon PV module prices recently reached a global average low price of <$0.15 per Watt (mainly driven by module production in China), making PV a competitive energy source compared to fossil fuels.\r\n\r\nResearch and development advances in thin-film PV (with focus on perovskite-based thin-film PV) suggest that novel thin-film PV technologies can not only offer even cheaper PV deployment but also at a lower carbon footprint compared to silicon PV. Perovskite-based thin- film PV has reached record efficiencies of 26.95%, approaching the silicon single-junction record of 27.81%.\r\n\r\nThe prospect of even more affordable PV technology will create new possibilities in emerging green and low-carbon markets.\r\n\r\nBiography:\r\nVera Steinmann is a trained physicist with a Ph.D. in organic photovoltaics from Cologne University in Germany. She developed emerging inorganic thin-film absorbers during her postdoctoral research at the Massachusetts Institute of Technology. Vera joined Kateeva (a Silicon Valley startup in the OLED display industry) in 2016, and has been with First Solar since 2019, working on emerging technologies. Vera has helped build and lead the internal perovskite team. Since 2022, Vera leads the external R&D investment program.", "occurrence_notes":null, "guid":"138901-21884218@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/138901", "building_id":"1000448", "building_name":"Electrical Engineering and Computer Science Building", "building_official_id":1000448, "campus_maps_id":"56", "campus_maps_link_path":"electrical-engineering-and-computer-science-bld", "campus_maps_link":"https:\/\/maps.studentlife.umich.edu\/building\/electrical-engineering-and-computer-science-bld", "room":"1311", "location_name":"Electrical Engineering and Computer Science Building", "has_livestream":0, "cost":"", "tags":["Industrial and Operations Engineering"], "website":"https:\/\/ies.engin.umich.edu\/energy-seminar-series\/", "links":[ { "type":"other", "url":"https:\/\/ies.engin.umich.edu\/energy-seminar-series\/", "title":"IES Energy Seminar Series Webpage" } ], "sponsors":[ { "group_name":"Institute for Energy Solutions", "group_id":"5361", "website":"" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2025\/09\/event_138901_original-1.png", "image_description":"IES logo", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_thumb\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_large_2x\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2025\/09\/event_138901_original-1.png", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb\/media\/attachments\/2025\/09\/event_138901_original-1.png", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb_square\/media\/attachments\/2025\/09\/event_138901_original-1.png", "group_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_large\/media\/attachments\/2025\/09\/event_138901_original-1.png", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_large_crop\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_grid_2x\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_feature_large\/media\/attachments\/2025\/09\/event_138901_original-1.png", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2025\/09\/event_138901_original-1.png" }, "qr_code_url":"http:\/\/events.umich.edu\/event\/138901\/qrcode.png", "occurrence_count":1, "first_occurrence":21884218 } , { "id":"140561-21887346", "datetime_modified":"20251010T171612", "datetime_start":"20251017T110000", "datetime_end":"20251017T120000", "has_end_time":1, "date_start":"2025-10-17", "date_end":"2025-10-17", "time_start":"11:00:00", "time_end":"12:00:00", "time_zone":"America\/Detroit", "event_title":"Using Relational Data to Study Socio-academic Processes in Engineering Teaching and Learning", "occurrence_title":"", "combined_title":"Using Relational Data to Study Socio-academic Processes in Engineering Teaching and Learning: Trevion S. 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In study 2, we use network analysis to study peer collaboration networks in a large, introductory STEM class. The talk will include a discussion of methodological and ethical issues, including challenges related to modeling sociodemographic characteristics, missing data, and social and emotional concerns, in social networks studies. 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Following an overview of existing opportunities, a panel of recent fellowship recipients will answer questions. 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"event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"Abstract:\r\nThe electric power sector is experiencing rapid changes and greater uncertainty than in many years. Electricity demand is projected to increase at a faster rate than previous decades due to electrification and data centers. Increasing wind and solar capacities and thermal generator retirements will likely increase short-term forecast errors and require greater system flexibility. Energy storage costs are decreasing rapidly, and batteries are likely to play a larger role in system operations, but questions remain about how much storage capacity will be deployed, what duration they will offer, and how to effectively manage a fleet of storage, particularly in regions with wholesale markets. Finally, increasing frequency and intensity of extreme weather events that disrupt system operations present reliability challenges because they induce greater spatial and temporal correlations in forced outage rates of system components.\r\n\r\nThis talk will overview several research projects on the planning and operations of power systems under uncertainty. 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This time together is intended to offer our community an opportunity to reflect on Yili\u2019s life, work, and lasting impact as a scholar, colleague, and mentor.\n\nThose who wish to attend are asked to please register in advance here: https:\/\/www.eventbrite.com\/e\/memorial-for-professor-yili-liu-hybrid-event-tickets-1980185125014\n\nWe know that the loss of one member of our community affects us all. A loss like this may evoke difficult emotions and also surface memories of other challenging experiences. We encourage you to reach out to friends and colleagues, listen to one another, and support each other as we grieve this loss together. For those who may need additional support now or at any point in the future, the following resources are available:\n\nSTUDENTS\nThe University\u2019s Counseling & Psychological Services (CAPS) is available to help you. There is no charge for their services. They are aware of this terrible loss and are available to support students more urgently through the CAPS Counselor on Duty, available during business hours. To speak with a Counselor on Duty or to schedule an appointment, call 734-764-8312. There are also embedded CAPS College of Engineering counselors on North Campus. They may be reached at caps-engin@umich.edu.\n\nYou may also contact the Dean of Students office at 734-764-7420 or the Michigan Engineering CARE Center (734-615-1405; engin-support@umich.edu) if you\u2019d like to speak with someone directly about any concerns you have.\n\nFACULTY\/STAFF\nEmployee resources are available through the Faculty and Staff Counseling and Consultation Office (FASCCO). 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Together, these examples underscore the need for thoughtful sociotechnical system design\u2014and for building health systems\u2019 capacities to evaluate, adapt, and implement AI in ways that remain accountable to both clinical realities and patient values.", "occurrence_notes":null, "guid":"145066-21896610@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/145066", "building_id":"1000429", "building_name":"Industrial and Operations Engineering Building", "building_official_id":1000429, "campus_maps_id":"73", "campus_maps_link_path":"industrial-and-operations-engineering-building", "campus_maps_link":"https:\/\/maps.studentlife.umich.edu\/building\/industrial-and-operations-engineering-building", "room":"1680", "location_name":"Industrial and Operations Engineering Building", "has_livestream":0, "cost":"", "tags":["Industrial And Operations Engineering"], "website":"", "links":[ ], "sponsors":[ { "group_name":"Industrial & Operations Engineering", "group_id":"3301", "website":"http:\/\/ioe.engin.umich.edu\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/02\/event_145066_original-1.png", "image_description":"Photo of Hanna Barton smiling wearing a black shirt and short curly blonde hair", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_thumb\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_large_2x\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/02\/event_145066_original-1.png", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb\/media\/attachments\/2026\/02\/event_145066_original-1.png", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_thumb_square\/media\/attachments\/2026\/02\/event_145066_original-1.png", "group_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/group_large\/media\/attachments\/2026\/02\/event_145066_original-1.png", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_large_crop\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_list":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_list\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_grid_2x\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_feature_large\/media\/attachments\/2026\/02\/event_145066_original-1.png", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/resolve\/event_feature_thumb\/media\/attachments\/2026\/02\/event_145066_original-1.png" }, "qr_code_url":"http:\/\/events.umich.edu\/event\/145066\/qrcode.png", "occurrence_count":1, "first_occurrence":21896610 } , { "id":"145462-21897377", "datetime_modified":"20260213T151659", "datetime_start":"20260219T153000", "datetime_end":"20260219T163000", "has_end_time":1, "date_start":"2026-02-19", "date_end":"2026-02-19", "time_start":"15:30:00", "time_end":"16:30:00", "time_zone":"America\/Detroit", "event_title":"IES Energy Seminar Series - The Reactor Around the Corner: Understanding Advanced Nuclear Energy Futures", "occurrence_title":"", "combined_title":"IES Energy Seminar Series - The Reactor Around the Corner: Understanding Advanced Nuclear Energy Futures: Denia Djokic, Nuclear Engineering & Radiological Sciences and Molly Kleinman, Ford School's Science, Technology, and Public Policy Program", "event_subtitle":"Denia Djokic, Nuclear Engineering & Radiological Sciences and Molly Kleinman, Ford School's Science, Technology, and Public Policy Program", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"Abstract:\nSmall modular reactors (SMRs) and advanced nuclear technologies are gaining attention as key solutions to climate change, energy insecurity, and the growing energy needs of data centers. However, the potential expansion of the global nuclear industry introduces\u2014and in some cases reinforces\u2014problems that technological solutions alone will not be able to fix. To help ensure that advanced nuclear energy serves the public interest rather than predominantly corporate and geopolitical actors, we must have robust governance frameworks in place before the widespread implementation of SMRs. \n\nThis presentation will highlight the findings of the recent Science, Technology, and Public Policy (STPP) program\u2019s Technology Assessment Project (TAP) report, \u201cThe Reactor Around the Corner: Understanding Advanced Nuclear Energy Futures.\u201d We will discuss our research approach, in which we use the analogical case study (ACS) method to examine historical and contemporary technology parallels. By analyzing past technologies similar in form, function, or impact, we can identify repeating social patterns and anticipate the social, environmental, ethical, equity, economic, and geopolitical implications of emerging technologies.\n\nOur analysis reveals that without robust governance frameworks, the widespread adoption of SMRs risks entrenching global disparities, privileging private interests over public good, overlooking local and Indigenous knowledge, intensifying environmental injustices, and failing to deliver on promises of local empowerment. We present policy recommendations for responsible governance of SMRs and the uranium supply chain to maximize benefits and minimize harms.\n\nThis interdisciplinary collaboration between the Ford School\u2019s Science, Technology, and Public Policy (STPP) program and the College of Engineering\u2019s Fastest Path to Zero Initiative (FPTZ) in the Department of Nuclear Engineering and Radiological Sciences demonstrates how policy and engineering expertise can be effectively integrated to address complex sociotechnical challenges.\n\nDenia Djoki\u0107 Biography:\nDenia Djoki\u0107 is an Assistant Research Scientist at the University of Michigan\u2019s Fastest Path to Zero Initiative in the Department of Nuclear Engineering and Radiological Sciences. Her research focuses on the social, political, equity, and environmental justice aspects of nuclear waste management, advanced nuclear energy technology, and energy systems more broadly. Dr. Djoki\u0107 holds a PhD in nuclear engineering from the University of California, Berkeley, where she was a U.S. Department of Energy Office of Civilian Radioactive Waste Management Graduate Student Fellow, and a BS in physics from Carnegie Mellon University.\n\nMolly Kleinman Biography:\nMolly Kleinman serves as the Managing Director of the Science, Technology, and Public Policy program at the University of Michigan\u2019s Ford School of Public Policy. In this role, she has co-authored reports on equitable community partnerships, generative AI, facial recognition, and vaccine hesitancy. Dr. Kleinman received her PhD in Higher Education Policy from the University of Michigan Center for the Study of Higher and Postsecondary Education, her MS in Information from the University of Michigan School of Information, and her BA in English from Bryn Mawr College.", "occurrence_notes":null, "guid":"145462-21897377@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/145462", "building_id":"1000448", "building_name":"Electrical Engineering and Computer Science Building", "building_official_id":1000448, "campus_maps_id":"56", "campus_maps_link_path":"electrical-engineering-and-computer-science-bld", "campus_maps_link":"https:\/\/maps.studentlife.umich.edu\/building\/electrical-engineering-and-computer-science-bld", "room":"1303", "location_name":"Electrical Engineering and Computer Science Building", "has_livestream":0, "cost":"", "tags":["Industrial and Operations Engineering"], "website":"https:\/\/ies.engin.umich.edu\/energy-seminar-series\/", "links":[ { 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In dynamic, high-consequence domains such as aviation, space operations, and disaster response, successful coordination is about synchronizing interdependent work processes of humans and machines with each other and with physical processes in the work environment. Considering work dynamics and synchrony early in design can help ensure that mechanisms for coordination are designed intentionally. However, while descriptive models of human-machine interaction dynamics exist, there is a lack of tooling for designers to explore how the dynamic behavior of human-machine systems is affected by early design decisions.\n\nThis talk discusses Work Models that Compute (WMC), a computational work modeling framework that helps designers analyze dynamics and synchrony of human-machine systems early in design. By integrating functional modeling, work analysis, and graph theory, WMC makes explicit the relationships between human cognitive functions and machine algorithms, highlighting critical dependencies and coordination demands.\n\nDr. IJtsmaI will present two case studies, one in disaster robotics and one in air traffic management, to illustrate how computational work models can serve as exploratory tools for envisioning and shaping more effective human\u2013machine systems.", "occurrence_notes":null, "guid":"145327-21897054@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/145327", "building_id":"1000429", "building_name":"Industrial and Operations Engineering Building", "building_official_id":1000429, "campus_maps_id":"73", "campus_maps_link_path":"industrial-and-operations-engineering-building", "campus_maps_link":"https:\/\/maps.studentlife.umich.edu\/building\/industrial-and-operations-engineering-building", "room":"1680", "location_name":"Industrial and Operations Engineering Building", "has_livestream":0, "cost":"", "tags":["Industrial And Operations Engineering"], "website":"", "links":[ ], "sponsors":[ { "group_name":"Industrial & Operations Engineering", "group_id":"3301", "website":"http:\/\/ioe.engin.umich.edu\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "image_description":"Photo of Martin Ijtsma with blue blazer and natural background", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2026\/02\/event_145327_original-2.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/02\/event_145327_original-2.jpg" }, "qr_code_url":"http:\/\/events.umich.edu\/event\/145327\/qrcode.png", "occurrence_count":1, "first_occurrence":21897054 } , { "id":"145463-21897379", "datetime_modified":"20260213T152559", "datetime_start":"20260226T153000", "datetime_end":"20260226T163000", "has_end_time":1, "date_start":"2026-02-26", "date_end":"2026-02-26", "time_start":"15:30:00", "time_end":"16:30:00", "time_zone":"America\/Detroit", "event_title":"IES Energy Seminar Series - Chemical engineering and chemistry in energy systems: past, present and path forward", "occurrence_title":"", "combined_title":"IES Energy Seminar Series - Chemical engineering and chemistry in energy systems: past, present and path forward: Suljo Linic, Chemical Engineering", "event_subtitle":"Suljo Linic, Chemical Engineering", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"Abstract:\nI will discuss historical links between chemical engineering, chemistry, energy systems, and environmental sustainability. I will outline the transformative potential of chemical engineering in the design of sustainable energy systems and the key limitations preventing us from taking full advantage of this potential. I will describe some promising directions, focusing on specific avenues that we have been exploring.\nIn this context, I will discuss our recent work on developing multifunctional catalytic materials that allow us to make chemical conversion processes more selective and efficient. I will focus on a few reactions that have dramatic environmental impact, including solar water splitting, upgrading shale gas component into useful chemicals and fuels, developing alloy electrocatalysts for fuel cell applications, and some others.\n\nBiography:\nSuljo Linic was born in northwestern Bosnia and Herzegovina, where he completed his elementary and high school education. His family were forcefully displaced from Bosnia during the Bosnian war of 1990s. He moved to the USA in 1994 after being awarded a faculty scholarship from West Chester University (West Chester, PA). He completed his BS degree in Physics with minors in Mathematics and Chemistry at West Chester University (PA) in the spring of 1998. Suljo obtained his PhD degree in chemical engineering at University of Delaware, specializing in surface and colloidal chemistry and heterogeneous catalysis. He was a Max Planck postdoctoral fellow with Prof. Dr. Matthias Scheffler at the Fritz Haber Institute of Max Planck Society in Berlin (Germany), working on first principles studies of surface chemistry. He started his independent faculty career in 2004 at the Department of Chemical Engineering at the University of Michigan in Ann Arbor where he is currently Martin Lewis Perl Collegiate Professor of Chemical Engineering and the director of Energy Systems Engineering program. He was also a Hans Fischer Faculty Fellow from 2015 to 2019 at the Department of Chemistry at Technical University in Munich.\nSuljo\u2019s research has been recognized through multiple awards including the Gabor A. Somorjai Award by ACS, the Emmett Award by The North American Catalysis Society, the ACS Catalysis Lectureship for the Advancement of Catalytic Science awarded annually by the ACS Catalysis journal and Catalysis Science and Technology Division of ACS, the Nanoscale Science and Engineering Forum Young Investigator Award by American Institute of Chemical Engineers, the ACS Unilever Award awarded by the Colloids and Surface Science Division of ACS, the Camille Dreyfus Teacher-Scholar Award awarded by the Dreyfus Foundation, the DuPont Young Professor Award, and a NSF Career Award. Suljo has presented more than 200 invited and keynote lectures, published more than 100 peer-reviewed paper in leading journal with over 25,000 citations. He serves as the associate editor of ACS catalysis journal.", "occurrence_notes":null, "guid":"145463-21897379@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/145463", "building_id":"1000448", "building_name":"Electrical Engineering and Computer Science Building", "building_official_id":1000448, "campus_maps_id":"56", "campus_maps_link_path":"electrical-engineering-and-computer-science-bld", "campus_maps_link":"https:\/\/maps.studentlife.umich.edu\/building\/electrical-engineering-and-computer-science-bld", "room":"1303", "location_name":"Electrical Engineering and Computer Science Building", "has_livestream":0, "cost":"", "tags":["Industrial and Operations Engineering"], "website":"https:\/\/ies.engin.umich.edu\/energy-seminar-series\/", "links":[ { "type":"other", "url":"https:\/\/ies.engin.umich.edu\/energy-seminar-series\/", "title":"IES Energy Seminar Series Webpage" } ], "sponsors":[ { "group_name":"Institute for Energy Solutions", "group_id":"5361", 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Our approach has supported preliminary discussions about school zone boundaries in San Francisco and is generalizable to other redistricting contexts.\n\nDr. Irene Lo is an assistant professor in the Department of Management Science & Engineering at Stanford University. Her research sits at the intersection of operations research, computer science theory, and economic theory. She designs markets and allocation systems that improve both efficiency and equity, with applications in education, the environment, and the developing world. She leads a Stanford Impact Lab on Equitable Access to Education, co-launched the ACM Conference series on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), and is a William T. Grant Scholar.", "occurrence_notes":null, "guid":"146568-21899297@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/146568", "building_id":"1000429", "building_name":"Industrial and Operations Engineering Building", "building_official_id":1000429, "campus_maps_id":"73", "campus_maps_link_path":"industrial-and-operations-engineering-building", "campus_maps_link":"https:\/\/maps.studentlife.umich.edu\/building\/industrial-and-operations-engineering-building", "room":"1680", "location_name":"Industrial and Operations Engineering Building", "has_livestream":0, "cost":"", "tags":["Industrial And Operations Engineering"], "website":"", "links":[ ], "sponsors":[ { "group_name":"Industrial & Operations Engineering", "group_id":"3301", "website":"http:\/\/ioe.engin.umich.edu\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "image_description":"Irene Lo's headshot", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2026\/03\/event_146568_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/03\/event_146568_original-1.jpg" }, "qr_code_url":"http:\/\/events.umich.edu\/event\/146568\/qrcode.png", "occurrence_count":1, "first_occurrence":21899297 } , { "id":"145466-21897381", "datetime_modified":"20260216T113714", "datetime_start":"20260319T153000", "datetime_end":"20260319T163000", "has_end_time":1, "date_start":"2026-03-19", "date_end":"2026-03-19", "time_start":"15:30:00", "time_end":"16:30:00", "time_zone":"America\/Detroit", "event_title":"IES Energy Seminar Series - Energy Needs and Opportunities in Wastewater Treatment AND In situ treatment of PFAS using adsorptive and reactive barrier walls", "occurrence_title":"", "combined_title":"IES Energy Seminar Series - Energy Needs and Opportunities in Wastewater Treatment AND In situ treatment of PFAS using adsorptive and reactive barrier walls: Charlie Werth, UT Austin & ARPA-E", "event_subtitle":"Charlie Werth, UT Austin & ARPA-E", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"IES Seminar Abstract:\nEnergy demands to treat municipal wastewater can represent up to 2% of U.S. electricity consumption, and 40 to 60% of this demand is required for aeration to biologically oxidize organic waste and nitrify urea-sourced ammonia. This energy consumption is ironic, given that organics in domestic wastewater have the potential to favorably deliver more than 5 billion amps of current, and that 50 million GJ\/yr of energy are used each year to produce the equivalent amount of ammonia via the Haber-Bosch process. In this talk, I will explore opportunities to transform wastewater treatment plants into energy factories, where electrochemical methods are used to direct electrons in wastewater toward synthesis of value-added products, and advanced separation methods are used to recovery ammonia as a commodity fertilizer.\n\nCEE Seminar Abstract:\nPer and poly-fluoroalkyl substances (PFAS) are extraordinarily stable and widely used chemicals used to create many consumer and industrial products, including non-stick cookware, water-resistant textile coatings, food packaging, cosmetics, semi-conductors, and aqueous film-forming foams (AFFFs). Due to their widespread use, PFAS have been released to the environment and have contaminated at least 9,500 different sites in the United States. This is a concern because even at very low concentrations PFAS ingestion has been correlated to negative health impacts, including delayed developmental, immune system suppression, and cancer. Efforts to clean up PFAS in groundwater have mainly relied on ex situ approaches, where contaminated groundwater is pumped it to the ground surface and treated in engineered reactors using energy intensive thermal, (electro)chemical, ultrasonic, or plasma-based technologies. An emerging in situ approach is to create barriers to PFAS migration in contaminated aquifers from sorbent materials, e.g., by injecting colloidal activated carbon (CAC) through wells into contaminated aquifers, where it becomes immobilized. However, there remains great uncertainty in how long these sorptive barriers will prevent PFAS migration, and if sorptive barrier amendments can be engineered to promote PFAS degradation. In this talk, I will present experimental and modeling results that address mechanisms controlling PFAS migration in CAC barriers, CAC barrier effectiveness and lifetimes, and an abiotic reaction pathway that complements CAC barriers by promoting in situ PFAS destruction.\n\nBiography:\nDr. Charles Werth is a Professor and the Bettie Margaret Smith Chair in Environmental Health Engineering in the Maseeh Department of Civil, Architectural and Environmental Engineering at the University of Texas at Austin. Dr. Werth\u2019s research and teaching background includes fundamental and applied studies on pollutant fate and treatment in both natural and engineered water systems, with applications in electro(catalytic) drinking water treatment, in situ groundwater remediation, and subsurface storage of carbon dioxide and hydrogen. 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Milton and Carolyn J. Stewart School Chair and Professor in the School of Industrial and Systems Engineering (ISyE) at Georgia Tech. She is the co-founder and Director of the Center for Health and Humanitarian Systems (CHHS). Previously, she served as Associate Chair for Faculty Development in ISyE, College of Engineering ADVANCE Professor, and Interim Associate Dean for Faculty Development and Scholarship.\n\nHer research spans supply chain management and applications in health and humanitarian systems, with a multidisciplinary, multi-stakeholder perspective. Recent work has focused on disease modeling, evaluating interventions, resource allocation, process improvement for healthcare delivery, and disaster preparedness, response, and recovery. Her research has appeared in leading journals and has been supported by government agencies, industry, NGOs, and foundations.\n\nHer leadership and service within Georgia Tech, professional communities, and nationwide have been extensive, including serving as President of INFORMS. Dr. Keskinocak is a Fellow of INFORMS and IISE. She is the recipient of the INFORMS President\u2019s Award (2024), George E. Kimball Medal (2024), Women in Operations Research and Management Science Award.\n\nInfectious diseases continue to affect millions of people around the world. Pharmaceutical or non-pharmaceutical interventions such as testing, vaccines, or treatments help control their spread. Resources for the deployment of interventions are often limited, and decisions regarding what, when, and how to deploy need to incorporate various short- and long-term considerations, as well as human behaviors. 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Copper is also essential for modern economies because it is required for expansion of infrastructure such as wiring for electricity distribution and telecommunications, air conditioning and space heating, plumbing, industrial equipment, rail and public transportation systems, and vehicles. Consider that the built environment of the European Union, United Kingdom, United States and other high-income countries contains 150-200 kg\/capita, whereas there is less than 10 kg\/capita in low-income countries across Africa and India. Hence, global economic development will require an enormous amount of copper. Our challenge is that this copper demand is significantly greater than projected copper supply. Copper production from existing mines will decrease over the next few decades because due to announced mine closures and decreasing ore grades, and the discovery of new copper occurrences that can be mined continues to decline. The dearth of discovery of new copper occurrences indicates that available exploration methods are no longer successful. In this presentation I will discuss novel hydrogeochemical methods that use the metal isotopic composition of ground and surface water as a probe for the presence of copper sulfide minerals beneath cover. The technique was developed by collaborating with mining companies around the world. The non-invasive technique can identify and distinguish among chalcopyrite, chalcocite and bornite and whether chalcocite is hypogene or supergene. The technique can be used for brownfield expansion projects and greenfield exploration. The hydrogeochemical technique can also be used to monitor mineralogy during heap leaching operations, allowing operators to tailor lixiviant chemistry to increase production rates and total recovery. The technique can also be used to quantitatively determine the source(s) of metals in the environment.\n\nBiography:\nAdam C. Simon is an Arthur F. Thurnau Professor of Mineral Resources at the University of Michigan, and a co-founder of VectOres Science, Inc., a consulting company that uses patented technology for mineral exploration and processing. His research focuses on mineral exploration, ore deposit genesis, the integration of geological and geochemical data to understand ore formation, and the use of metal isotopes to monitor mineralogy in heap leaching operations and tracing environmental metal sources. He has worked on a range of mineral deposits: porphyry, epithermal, Carlin-type, iron oxide-copper-gold, iron oxide-apatite, layered mafic intrusions, and magmatic sulfide. Adam has led research programs on all seven continents. He co-authored the books Mineral Resources, Economics and the Environment, and Earth Materials: Components of a Diverse Planet. He has published 125 scientific articles and has received awards for his transformative approaches to education and. 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The talk argues that the future of distributed work and intelligent systems will be defined by seamlessly integrated, intelligently designed human\u2013machine partnerships.", "occurrence_notes":null, "guid":"147209-21900527@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/147209", "building_id":"1000429", "building_name":"Industrial and Operations Engineering Building", "building_official_id":1000429, "campus_maps_id":"73", "campus_maps_link_path":"industrial-and-operations-engineering-building", "campus_maps_link":"https:\/\/maps.studentlife.umich.edu\/building\/industrial-and-operations-engineering-building", "room":"1680", "location_name":"Industrial and Operations Engineering Building", "has_livestream":0, "cost":"", "tags":["Industrial And Operations Engineering"], "website":"", "links":[ ], "sponsors":[ { "group_name":"Industrial & Operations Engineering", "group_id":"3301", "website":"http:\/\/ioe.engin.umich.edu\/" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "image_description":"Headshot of professional with blue blazer", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2026\/03\/event_147209_original-1.jpg", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2026\/03\/event_147209_original-1.jpg" }, "qr_code_url":"http:\/\/events.umich.edu\/event\/147209\/qrcode.png", "occurrence_count":1, "first_occurrence":21900527 } , { "id":"145470-21897385", "datetime_modified":"20260331T141558", "datetime_start":"20260416T153000", "datetime_end":"20260416T163000", "has_end_time":1, "date_start":"2026-04-16", "date_end":"2026-04-16", "time_start":"15:30:00", "time_end":"16:30:00", "time_zone":"America\/Detroit", "event_title":"IES Energy Seminar Series - From Market Signals to Maintenance Decisions: Electricity Price Forecasting and Market-Aware Maintenance for Energy Assets", "occurrence_title":"", "combined_title":"IES Energy Seminar Series - From Market Signals to Maintenance Decisions: Electricity Price Forecasting and Market-Aware Maintenance for Energy Assets: Ahmed Azziz Ezzat, Rutgers University", "event_subtitle":"Ahmed Azziz Ezzat, Rutgers University", "event_type":"Workshop \/ Seminar", "event_type_id":"21", "description":"Abstract:\nOperational decision-making in modern power systems is increasingly shaped by uncertain market signals, such as electricity prices and curtailment levels. In this talk, I will present our research group\u2019s recent efforts to develop data- driven methods for forecasting these signals, and further leveraging them to inform asset-level decision-making. First, I will present a multivariate statistical approach for electricity price forecasting designed to capture system, market, and temporal dependencies that are prevalent in electricity price signals. The proposed approach is evaluated on two years of electricity prices from the California Independent System Operator, showing significant improvements in both point and probabilistic forecast metrics relative to well-established statistical and emerging deep learning methods. Independent validation against industry-adopted forecasting systems further demonstrates the approach\u2019s competitive performance and practical relevance. I then turn to how variability in market signals (naturally viewed as a challenge for asset management) can, counter-intuitively, be turned into an opportunity for improved decision-making. In particular, I will present a grid- informed maintenance optimization framework for wind energy assets that incorporates grid- level information, such as electricity prices and curtailment, to support condition-based maintenance decisions. Together, these results highlight how market signals can be accurately predicted, and further leveraged to inform asset management, bridging forecasting and optimization in modern power systems.\n\nBiography:\nAziz Ezzat is an Assistant Professor of Industrial & Systems Engineering at Rutgers University, where he leads the Renewables & Industrial Analytics (RIA) Research Group. He received his PhD degree in Texas A&M University, and his BSc. Degree from Alexandria, Egypt, both in Industrial & Systems Engineering. Aziz\u2019s research develops data science, AI, and machine learning methods for energy, environmental, and industrial systems, with support from the National Science Foundation, U.S. Department of Energy, the state of New Jersey, and industry partners. His work has appeared in leading journals such as Technometrics, Annals of Applied Statistics, IISE Transactions, and IEEE Transactions on Sustainable Energy. Aziz is a recipient of the A. Walter Tyson Early Career Award, the IIF-SAS \u00ae Research Methodology Award, and the Excellence in Teaching Awards from the Operations Research and Data Analytics Divisions of the Institute of Industrial & Systems Engineers (IISE). He served as the 2023-2024 President of the Energy Systems Division of IISE, where he introduced numerous initiatives to advance the broader impacts of data and decision sciences, including the inaugural PG&E Energy Analytics Challenge\u2014an industry-sponsored, national-scale energy forecasting competition. He is a professional member of INFORMS, IISE, IEEE, and IIF. 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