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Conference Spotlight
2026 ANS Annual Conference
May 31–June 3, 2026
Denver, CO|Sheraton Denver
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Getting back to yes: A local perspective on decommissioning, restart, and responsibility
For 45 years, Duane Arnold Energy Center operated in Linn County, Ia., near the town of Palo and just northwest of Cedar Rapids. The facility, owned by NextEra Energy, was the only nuclear power plant in the state.
In August 2020, a historic derecho swept across eastern Iowa with winds approaching 140 miles per hour. Damage to the plant’s cooling towers accelerated a shutdown that had already been planned, and the facility entered decommissioning soon after, with its fuel removed in October of that year. Iowa’s only nuclear plant had gone off line.
Today the national energy landscape looks very different than it did just six short years ago. Electricity demand is rising rapidly as data centers, artificial intelligence infrastructure, advanced manufacturing, and electrification expand across the country. Reliable, carbon-free baseload power has become increasingly valuable. In that context, Linn County has approved the rezoning necessary to support the recommissioning and restart of Duane Arnold and is actively supporting NextEra’s efforts to secure the remaining state and federal approvals.
Technical Session|Sponsored by HFICD
Monday, June 17, 2024|1:00–2:45PM PDT|Jasmine H
Session Chair:
Syed Bahauddin Alam
Alternate Chair:
Stylianos Chatzidakis
Session Organizer:
Vivek Agarwal
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Exploring Quantitative and Qualitative Machine Learning Methods for Predicting Neutron Flux Values from a Simulated Molten Salt Reactor
1:00–1:20PM PDT
Konstantinos Vasili (Purdue Univ.), Seda Yilmaz (Purdue Univ.), Matthew M. Niichel (Purdue Univ.), Jonah Lau (Purdue Univ.), Shripad Revankar (Purdue Univ.), Lefteri Tsoukalas (Purdue Univ.), Stylianos Chatzidakis (Purdue Univ.)
Paper
Preliminary Analysis of Passive Safety System Operation Through Temperature-Data-Based Machine Learning Modeling
1:20–1:40PM PDT
Hyoung Suk Yu (KAIST), Yong Hoon Jeong (KAIST)
Classification Modeling of Nuclear Power Plant Outage Severities
1:40–2:00PM PDT
Michael Castillo (Oregon State), Andrew Klein (Oregon State)
Integrating LLMs for Explainable Fault Diagnosis in Complex Systems
2:00–2:20PM PDT
Akshay J. Dave (ANL), Tat Nghia Nguyen (ANL), Richard B. Vilim (ANL)
Condition-Based Calibration of Pressure Transmitters Implemented at Vogtle Nuclear Station
2:20–2:30PM PDT
H.M. Hashemian (Analysis and Measurement Services Corp.), G.W. Morton (Analysis and Measurement Services Corp.), B.D. Shumaker (Analysis and Measurement Services Corp.)
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