Research Outcomes
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Software Disclosures
| Title | Researchers | Publication Year | Link |
|---|---|---|---|
| Integrated Reactor Shield Structures | S. Bays, A. Ougouag, R. O'Brien, T-L. Sham, A. Wagner, J. Zelina, A. Zabriskie, R. Stewart | ||
| Autonomous Controls For Reactor Technologies (ACORN) | L. Lin, J. Oncken, V. Agarwal, U.S. DOE Office of Nuclear Energy | 2023 | Read more |
| OpenEPL, v0.0.1 | OpenPRA Initiative | 2023 | Read more |
| DeepLynx MOOSE Adapter | Jeren Browning, Katherine Wilsdon | 2021 | Read more |
| DeepLynx ML Adapter | Katherine Wilsdon, M. Ross Kunz, Jeren Browning | 2021 | Read more |
| DeepLynx Python Package | Jeren Browning | 2021 | Read more |
| DeepLynx JS SDK | Jeren Browning | 2021 | Read more |
| DeepLynx Data Historian Adapter | Jeren Browning, Katherine Wilsdon | 2022 | Read more |
| DeepLynx Supervisory Control Adapter | Jeren Browning, Katherine Wilsdon | 2023 | Read more |
Publications
| Title | Authors | Journal/Conference | Publication Year | DOI | Type |
|---|---|---|---|---|---|
| Opportunities and Challenges for Remote Microreactor Operations | Stevens, K., Oncken, J., R. Boring, T. Ulrich, H. Bryan, M. Culler, I. Gutowska, | 13th Nuclear Plant Instrumentation, Control & Human-Machine Interface Technologies | 2023 | Read more | Conference Proceedings |
| Data-Driven Model Predictive Control for Temperature Management of Heat Pipe Microreactor | Lin, L., Oncken, J., and Agarwal, V. | 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies Conference | 2023 | Read more | Conference Proceedings |
| Adaptive Model Predictive Control for Heat-Pipe-cooled Microreactors under Normal and Heat Pipe Failure Conditions | Oncken, J., Lin, L., and Agarwal, V. | 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies Conference | 2023 | Read more | Conference Proceedings |
| Adaptive Data-Driven Model Predictive Control for Heat Pipe Microreactors | Lin, L., Zastrow, B., Oncken, J., and Agarwal, V. | 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies Conference | 2023 | Read more | Conference Proceedings |
| Simulation-based Recovery Action Analysis Using the EMRALD Dynamic Risk Assessment Tool | Park, J., C. Pope, Y. Heo, R. Boring, S. Prescott | 18th International Probabilistic Safety Assessment and Analysis | 2023 | Read more | Conference Proceedings |
| Introducing Multiple Control Paths in the Dual Error Propagation Graph for Stochastic Failure Analysis | Earthperson, A. and M. A. Diaconeasa | 18th International Probabilistic Safety Assessment and Analysis | Read more | Conference Proceedings | |
| Modeling for a Digital Twin-Based Remote Operation System Framework | Stevens, K., Oncken, J, Gutowska, I. | 2024 ANS Annual Conference | 2024 | Read more | Conference Proceedings |
| Development of Lightweight Structural Materials with Improved Properties for Fission Batteries | Rongjie Song, Michael Moorehead, Dewen Yushu, Jia-Hong Ke, Michael McMurtrey | 27th International Conference on Structural Mechanics in Reactor Technology, SMiRT 27 | 2024 | Read more | Conference Proceedings |
| Development and Demonstration Testbed for the Remote Operations and Monitoring of Microreactors | Oncken, J., Ulrich, T., Stevens, K., Sellers, Z., Browning, J. | 31st International Conference on Nuclear Engineering | 2024 | Read more | Conference Proceedings |
| Automation through Digital Engineering and Digital Twins | Jeren Browning, Kaleb Houck, Katie Wilsdon, Adam Pluth, Joshua Hansel (presented by Jeren Browning) | 32nd Annual International INCOSE Symposium | 2022 | Conference Proceedings | |
| Digital Twin Framework for the Resilient Remote Monitoring and Operation of Nuclear Microreactors | Stevens, K., Oncken, J., Culler, M., Bukowski, S., Ulrich, T., Gutowska, I., Boring, R. | AHFE, Emerging Technologies and Future of Work | 2023 | Read more | Conference Proceedings |
| Anticipatory Control Strategy for Autonomous Operation of Heat-Pipe Microreactor | Lin, L., Oncken, J., and Agarwal, V. | Annals of Nuclear Energy | 2024 | Read more | Journal |
| Effectiveness of Various Shielding Materials for Mobile Microreactors | S. Bays, H. Huruta, W. Scates, A. Ougouag | ANS Pacific Basin Nuclear Conference | 2024 | Read more | Conference Proceedings |
| Uncertainty Quantification for Digital Twins in Thermal Energy Distribution System | L. Lin, J. Kim, D. Mikkelson, V. Novotny, N. Dinh | ANS Pacific Basin Nuclear Conference | 2024 | Read more | Conference Proceedings |
| Development of supervisory control system for thermal energy distribution system | L. Lin | ANS Pacific Basin Nuclear Conference | 2024 | Read more | Conference Proceedings |
| Validation and Verification of the Thermal Energy Distribution System | J. Kim, V. Novotny, T. J. Morton, S. Creasman, L. Lin, D. Mikkelson | ANS Pacific Basin Nuclear Conference | 2024 | Read more | Conference Proceedings |
| Risk Analysis for Remote Operation of Microreactors | Culler, M., Oncken, J., Stevens, K., Ulrich, T. | ANS Pacific Basin Nuclear Conference 2024 | 2024 | Read more | Conference Proceedings |
| Remote Nuclear Power Plant Operation: Navigating the Opportunities and Challenges in Public Perception | Bryan, H., Larsen, L., Culler, M., Oncken, J. | ANS Pacific Basin Nuclear Conference 2024 | 2024 | Read more | Conference Proceedings |
| A Causal Approach to Model Validation and Calibration | Mandelli, D, Gonzales, R, Wang, C, Abdo, M, Welker, Z, Balestra, P, Qin, S, & Petrov, V. | ASME 2023 International Mechanical Engineering Congress and Exposition | 2023 | Read more | Conference Proceedings |
| Verification, Validation, And Calibration Through a Causal Lens | R. Gonzales et al. | ASME Verification, Validation, and Uncertainty Quantification Symposium | Read more | Conference Proceedings | |
| Transformational Digital Twins for Anticipatory and Automated Control | Jeren Browning, Katie Wilsdon | Digital Innovation Center of Excellence Conference | Conference Proceedings | ||
| Integrating Commercial-Off-The-Shelf Components into Radiation Hardened Drone Designs for Nuclear-Contaminated Search and Rescue Missions | Earthperson, A. and M. A. Diaconeasa | Drones | 2023 | Read more | Journal |
| Operational Resilience of Nuclear-Renewable Integrated-Energy Microgrids | Poudel, B., Lin, L., Phillips, T., Eggers, S., Agarwal, V., band McJunkin, T. | Energies | 2022 | Read more | Journal |
| Development of Lightweight Structural Materials with Improved Properties for Fission Batteries | Rongjie Song, Michael Moorehead, Dewen Yushu, Jia-Hong Ke | Energies | 2024 | Read more | Journal |
| Diagnostic and Prognostic Models for Predictive Maintenance Strategy | Agarwal, V. | European Conference on Safety and Reliability | Conference Proceedings | ||
| Remote nuclear microreactors: a preliminary economic evaluation of digital twins and centralized offsite control | Bryan, H. C., Jesse, K. W., Miller, C. A., Browning, J. M. | Frontiers in Nuclear Engineering, Original Research | 2023 | Read more | Journal |
| Analysis of Tasks in Autonomous Systems Using the EMRALD Dynamic Risk Assessment Tool | Park, J., Kim, J., Ulrich, T., Boring, R., Prescott, S. | Human Error, Reliability, Resilience, and Performance | 2023 | Read more | Conference Proceedings |
| Digital Twin Verification for Advanced Reactor Remote Operations | Ulrich, T., Oncken, J., Boring, R., Stevens, K., Culler, M., Bukowski, S., Unruh, T., Browning, J. | Human Error, Reliability, Resilience, and Performance | 2023 | Read more | Conference Proceedings |
| Human Factors for Advanced Reactors | Boring, R. | Human Factors in Software and Systems Engineering | 2023 | Read more | Conference Proceedings |
| Foundations for a Fission Battery Digital Twin | Jeren Browning | IAEA Technical Meeting on the Development and Application of Open-Source Modelling and Simulation Tools | 2022 | Read more | Conference Proceedings |
| Enhancing the Operational Resilience of Advanced Reactors with Digital Twins by Recurrent Neural Networks | Lin, L., Lee, J., Poudel, B., McJunkin, T., Dinh, N., Agarwal, V. | IEEE ResilienceWeek 2021 | 2021 | Read more | Conference Proceedings |
| Constrained optimization of sensor placement for nuclear digital twins | Karnik, N., Abdo, M. G., Estrada-Perez, C. E., Yoo, J. S., Cogliati, J. J., Skifton, R. S., et al. | IEEE Sensors Journal | 2024 | Read more | Journal |
| Adaptive Model Predictive Control for Heat-Pipe-cooled Microreactors under Normal and Heat Pipe Failure Conditions | Oncken, J., Lin, L., and Agarwal, V. | Nuclear Technology | 2023 | Read more | Journal |
| Foundations for a Fission Battery Digital Twin | Browning, J., Slaughter, A., Rolston, B., Wilsdon, K., et al. | Nuclear Technology | 2022 | Read more | Journal |
| Opportunities and Challenges for Remote Microreactor Operations: A Review | Stevens, K., Oncken, J., Boring, R., Ulrich, T., Bryan, H., Culler, M., and Gutowska, I. | Nuclear Technology | 2023 | Read more | Journal |
| Probabilistic Methods for Cyclical and Coupled Systems with Changing Failure Rates | Otani, C. M., R. Christian, S. R. Prescott, M. A. Diaconeasa, and A. Earthperson | Probabilistic Safety Assessment and Management PSAM 16 | 2022 | Read more | Conference Proceedings |
| Activation Analysis of Soils and Materials Under Small Transportable Reactors with Severe Shielding Weight Restrictions | R. Demuth, A. Horwood, M. Phipps, S. Bays, T. Knight | Proceedings of ICAPP 2024 | 2024 | Read more | Conference Proceedings |
| SCALE Methodology for Spatially Based Activation of Materials for Transportable Microreactor Applications | R. Demuth, A. Horwood, M. Phipps, S. Bays, T. Knight | Proceedings of ICAPP 2024 | 2024 | Read more | Conference Proceedings |
| Generic Sodium-Cooled Thermal Microreactor Reference Design with Sizing-Burnup Tradeoff Study | S. Garcia, S. Bays, B. Lindley | Proceedings of ICAPP 2024 | 2024 | Read more | Conference Proceedings |
| Using Generative AI to Implement the Discrepancy Checker for a Nearly Autonomous Management and Control System | P. Athe, L. Lin, N. Dinh | Proceedings of ICAPP 2024 | 2024 | Read more | Conference Proceedings |
| Preliminary Analysis of a Nuclear-Grade Sandwich Composite for Transportable Microreactor Shielding | R. Stewart, S. Bays, A. Zabriskie, J. Zelina, A. Ougoug, R. O’Brien | Proceedings of PHYSOR | Read more | Conference Proceedings | |
| Editorial: Innovations addressing technical issues posed by fission battery attributes | Agarwal, V., and Ballout, Y. A. | Progress in Nuclear Energy | 2023 | Read more | Journal |
| Development and Assessment of a Model Predictive Controller Enabling Anticipatory Control Strategies for a Heat-Pipe System | Lin, L., Oncken, J., and Agarwal, V. | Progress in Nuclear Energy | 2023 | Read more | Journal |
| A combined strategy for dynamic probabilistic risk assessment of fission battery designs using EMRALD and DEPM | Earthperson, A., C. M. Otani, D. Nevius, S. R. Prescott, and M. A. Diaconeasa | Progress in Nuclear Energy | 2023 | Read more | Journal |
| Autonomous control of heat pipes through digital twins: Application to fission batteries | Wilsdon, K., Hansel, J., Kunz, R., Browning, J. | Progress in Nuclear Energy | 2023 | Read more | Journal |
