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Energy and Environment Directorate

Publications

Distributed Systems Group

65 publications found:

2024

  • Boff D.S., A. Somani, and S.E. Widergren. 2024. Transactive Energy Practices Survey. PNNL-33252. Richland, WA: Pacific Northwest National Laboratory. Transactive Energy Practices Survey
  • Chen Y., X. Fan, R. Huang, Q. Huang, A. Li, and K. Guddanti. 2024. Artificial Intelligence/Machine Learning Technology in Power System Applications. PNNL-35735. Richland, WA: Pacific Northwest National Laboratory. Artificial Intelligence/Machine Learning Technology in Power System Applications
  • Moscovitz D., Z. Zhao, L. Du, and X. Fan. 2024. "Semi-Supervised, Non-Intrusive Disaggregation of Nodal Load Profiles with Significant Behind-the-Meter Solar Generation." IEEE Transactions on Power Systems 39, no. 3:4852-4864. PNNL-SA-191770. doi:10.1109/TPWRS.2023.3334995
  • Pal S., and D. Wollman. 2024. A Practical Introduction to Common Grid Architecture Techniques. PNNL-35073. Richland, WA: Pacific Northwest National Laboratory. A Practical Introduction to Common Grid Architecture Techniques
  • Wang S., and X. Fan. 2024. "Topology Property Analysis and Application of Stable Time-Delay Regions for Linear Multiple Time-Delay Systems." International Journal of Numerical Modelling: Electronic Networks, Devices and Fields 37, no. 2:Art. No. e3198. PNNL-SA-193416. doi:10.1002/jnm.3198

2023

  • Anderson A.A., L.T. Wall, S.V. Vadari, and A.P. Reiman. 2023. Distributed Rules-Based Deconfliction of ADMS Applications: Part 1: Requirements & Decomposition. PNNL-34604-1. Richland, WA: Pacific Northwest National Laboratory. Distributed Rules-Based Deconfliction of ADMS Applications: Part 1: Requirements & Decomposition
  • Anderson A.A., S.V. Vadari, L.T. Wall, P. Sharma, and A.P. Reiman. 2023. Distributed Rules-Based Deconfliction of ADMS Applications: Part 2: Conceptual Implementation. PNNL-34605-2. Richland, WA: Pacific Northwest National Laboratory. Distributed Rules-Based Deconfliction of ADMS Applications: Part 2: Conceptual Implementation
  • Bennett M., A. Nassif, M. Rahmatian, Y. Liu, Z. Jiang, V. Gevorgian, and X. Fan, et al. 2023. "Grid Strength Assessment for High Levels of Inverter-based Resources in the Puerto Rico Power." In IEEE PES Innovative Smart Grid Technologies Latin America (ISGT-LA 2023), November 6-9, 2023, San Juan, Puerto Rico, 35-39. Piscataway, New Jersey:IEEE. PNNL-SA-189752. doi:10.1109/ISGT-LA56058.2023.10328295
  • Bhattacharya S., T. Ramachandran, B. Mitra, and A. Somani. 2023. "Flexibility Requirements for Energy Systems with Renewable Generation under Forecast Uncertainties." In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT 2023), January 16-19, 2023, Washington, DC, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-177203. doi:10.1109/ISGT51731.2023.10066352
  • Bhatti B., A.P. Reiman, D.S. Boff, S.E. Barrows, and A.C. Orrell. 2023. "Valuation of Distributed Wind Turbines Providing Multiple Market Services." In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT 2023), January 16-19, 2023, Washington, DC, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-174822. doi:10.1109/ISGT51731.2023.10066377
  • Biswas S., J.D. Follum, P.V. Etingov, X. Fan, and T. Yin. 2023. "An Open-Source Library of Phasor Measurement Unit Data Capturing Real Bulk Power Systems Behavior." IEEE Access 11. PNNL-SA-185798. doi:10.1109/ACCESS.2023.3321317
  • Biswas S., Q.H. Nguyen, X. Lyu, X. Fan, W. Du, J.D. Follum, and Z. Huang. 2023. How a Large-Scale Deployment of Grid-Forming Inverters May Impact Inter-Area Oscillation Modes: An Investigation in the US Western Interconnection. PNNL-34758. Richland, WA: Pacific Northwest National Laboratory. How a Large-Scale Deployment of Grid-Forming Inverters May Impact Inter-Area Oscillation Modes: An Investigation in the US Western Interconnection
  • Brown K.I., B. Mitra, M.A. Elizondo, and S.L. Morris. 2023. Regulatory Protection and Control Standards Applicable to The Vietnam Grid Under High Inverter-Based Resource (IBR) Penetration: A Review of Standards Applicable for Vietnam Grid. PNNL-34345. Richland, WA: Pacific Northwest National Laboratory. Regulatory Protection and Control Standards Applicable to The Vietnam Grid Under High Inverter-Based Resource (IBR) Penetration: A Review of Standards Applicable for Vietnam Grid
  • Campbell A.M., M. Ghosal, N. Voisin, S. Davis, D. Bhatnagar, G.C. Iyer, and H.C. McJeon, et al. 2023. Integrated Assessment Modeling of Grid Resilience: GCAM-to-PCM Scoping - Methodology Report. PNNL-35165. Richland, WA: Pacific Northwest National Laboratory. Integrated Assessment Modeling of Grid Resilience: GCAM-to-PCM Scoping - Methodology Report
  • Chalishazar V.H., J.K. Westman, J.M. Deines, S. Datta, J.D. Tagestad, A. Coleman, and E.L. Barrett, et al. 2023. "Wildfire Risk Evaluation Framework for Grid Operations and Planning." In Proceedings of the IEEE Power & Energy Society General Meeting (PESGM 2023), July 16-20, 2023, Orlando, FL, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-179533. doi:10.1109/PESGM52003.2023.10252841
  • Chen Y., L. Wang, X. Fan, D. Wang, and J.P. Ogle. 2023. "A 5G Enabled Adaptive Computing Workflow for Greener Power Grid." In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT 2023), January 16-19, 2023, Washington, DC, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-177612. doi:10.1109/ISGT51731.2023.10066383
  • Eldridge B.C., A. Somani, E. Schweitzer, R. Sadnan, and J.T. Holzer. 2023. SCUC-DER Integration Report: Integrating Distributed Energy Resources (DER) Using Advanced Unit Commitment Models and DER Aggregation Methodologies. PNNL-35070. Richland, WA: Pacific Northwest National Laboratory. SCUC-DER Integration Report: Integrating Distributed Energy Resources (DER) Using Advanced Unit Commitment Models and DER Aggregation Methodologies
  • Fan X., D. Wang, C. Qin, K. Guddanti, V. Tiruchirappalli Narayana Kumar, Y. Chen, and J.P. Ogle, et al. 2023. 5G Energy FRAME: The Design and Implementation of Data, Model, and Use Case - Year 2 Report. PNNL-34658. Richland, WA: Pacific Northwest National Laboratory. 5G Energy FRAME: The Design and Implementation of Data, Model, and Use Case - Year 2 Report
  • Francis C.B., S. Poudel, A. Veeramany, and A.P. Reiman. 2023. "A Novel Ranking Algorithm for Topology Identification in Power Distribution Systems." In IEEE Power & Energy Society General Meeting (PESGM 2023), July 16-20, 2023, Orlando, FL, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-179785. doi:10.1109/PESGM52003.2023.10252471
  • Hanif S., R. Sadnan, T. Slay, M. Nazir, S. Poudel, B. Bhatti, and A.P. Reiman, et al. 2023. "On Distribution Grid Optimal Power Flow Development and Integration." In Proceedings of the IEEE Power & Energy Society General Meeting (PESGM 2023), July 16-20, 2023, Orlando, FL, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-179880. doi:10.1109/PESGM52003.2023.10252964
  • Jain M., X. Sun, S. Datta, and A. Somani. 2023. "A Machine Learning Framework to Deconstruct the Primary Drivers for Electricity Market Price Events." In IEEE Power & Energy Society General Meeting (PESGM 2023), July 16-20, 2023, Orlando, FL, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-179891. doi:10.1109/PESGM52003.2023.10252752
  • Kazimierczuk K., C.D. Henderson, K.P. Duffy, S. Hanif, S. Bhattacharya, S. Biswas, and E.C. Jacroux, et al. 2023. "A socio-technical assessment of marine renewable energy potential in coastal communities." Energy Research & Social Science 100. PNNL-SA-178137. doi:10.1016/j.erss.2023.103098
  • Kincic S., N.A. Samaan, S. Datta, A. Somani, H. Yuan, J. Tan, and R. Bhattarai, et al. 2023. Hydropower Modeling Gaps in Planning and Operational Studies. PNNL-33836. Richland, WA: Pacific Northwest National Laboratory. Hydropower Modeling Gaps in Planning and Operational Studies
  • Li X., K. Guddanti, S.S. Acharya, P.D. Royer, X. Fan, and M.A. Elizondo. 2023. "Smart Data Mapping for Connecting Power System Model and Geospatial Data." In IEEE PES Innovative Smart Grid Technologies Latin America (ISGT-LA 2023), November 6-9, 2023, San Juan, Puerto Rico, 45-49. Piscataway, New Jersey:IEEE. PNNL-SA-186173. doi:10.1109/ISGT-LA56058.2023.10328353
  • Maloney P.R., X. Ke, K. Mahapatra, O. Vasios, M. Zhao, X. Fan, and J.C. Bedoya Ceballos, et al. 2023. "Monte Carlo-based Transmission and Subtransmission Recovery Simulation of Hurricanes." In IEEE PES Innovative Smart Grid Technologies Latin America (ISGT-LA 2023), November 6-9, 2023, San Juan, Puerto Rico, 115-119. Piscataway, New Jersey:IEEE. PNNL-SA-189762. doi:10.1109/ISGT-LA56058.2023.10328222
  • Mukherjee M., T.E. McDermott, T.D. Hardy, A. Somani, S.R. Bender, and M.L. Moore. 2023. "Transactive Energy Rationing in Islanded Electric Power Systems." IEEE Transactions on Industry Applications 59, no. 1:312 - 322. PNNL-SA-172220. doi:10.1109/TIA.2022.3210080
  • Nassif A., M. Rahmatian, A. Paaso, H. Othman, V. Gevorgian, X. Fan, and M.A. Elizondo, et al. 2023. "Improving Frequency Stability and Minimizing Load Shedding Events by Adopting Grid-Scale Energy Storage with Grid Forming Inverters." In IEEE PES Innovative Smart Grid Technologies Latin America (ISGT-LA 2023), November 6-9, 2023, San Juan, Puerto Rico, 5-9. Piscataway, New Jersey:IEEE. PNNL-SA-186251. doi:10.1109/ISGT-LA56058.2023.10328328
  • Poudel S., G.D. Black, M. Mukherjee, and A.P. Reiman. 2023. "Multi-Objective Power Distribution Operations: Characterizing Conflict and System Volatility." IEEE Access 11. PNNL-SA-188541. doi:10.1109/ACCESS.2023.3318267
  • Reiman A.P., S. Poudel, M. Mukherjee, A.A. Anderson, O. Vasios, T. Slay, and G.D. Black, et al. 2023. "App Deconfliction: Orchestrating Distributed, Multi-Agent, Multi-Objective Operations for Power Systems." IEEE Access 11. PNNL-SA-183068. doi:10.1109/ACCESS.2023.3269422
  • Sadnan R., T. Ramachandran, S. Bhattacharya, and A. Somani. 2023. "Impact of Spatial Variation in Flexibility on System Operations in Electric Power Systems." In IEEE Power & Energy Society General Meeting (PESGM 2023), July 16-20, 2023, Orlando, FL, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-179882. doi:10.1109/PESGM52003.2023.10252683
  • Somani A., E.L. Barrett, Z. Zhou, A.M. Campbell, A. Botterud, D. Bhatnagar, and C. O'Reilley, et al. 2023. An Assessment of Resource Drought Events as Indicators for Long-Duration Energy Storage Needs. PNNL-35955. Richland, WA: Pacific Northwest National Laboratory.
  • Tiruchirappalli Narayana Kumar V., X. Fan, E.S. Peterson, and J.V. Cree. 2023. "A Systematic Study to Determine 5G Baseline Performance for Scientific Computing." In IEEE Southeastcon 2023, April 1-16, 2023, Orlando, FL, 43-48. Piscataway, New Jersey:IEEE. PNNL-SA-182102. doi:10.1109/SoutheastCon51012.2023.10115108
  • Zhao M., P.R. Maloney, X. Ke, J.C. Bedoya Ceballos, X. Fan, and M.A. Elizondo. 2023. "Power System Recovery Coordinated with (Non-)Black-Start Generators." In Proceedings of the IEEE Power & Energy Society General Meeting (PESGM 2023), July 16-20, 2023, Orlando, FL, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-179505. doi:10.1109/PESGM52003.2023.10253448

2022

  • Anderson A.A., R. Podmore, P. Sharma, A.P. Reiman, R. Jinsiwale, C.H. Allwardt, and G.D. Black. 2022. "Distributed Application Architecture and LinkNet Topology Processor for Distribution Networks using the Common Information Model." IEEE Access 10. PNNL-SA-178215. doi:10.1109/ACCESS.2022.3221132
  • Anderson A.A., S.V. Vadari, J.L. Barr, S. Poudel, A. Dubey, T.E. McDermott, and R. Podmore. 2022. Introducing the 9500 Node Distribution Test System to Support Advanced Power Applications. PNNL-33471. Richland, WA: Pacific Northwest National Laboratory. Introducing the 9500 Node Distribution Test System to Support Advanced Power Applications
  • Boff D.S., S. Ganguli, and A. Somani. 2022. Understanding the Behavioral Aspects of Rate Design. PNNL-33384. Richland, WA: Pacific Northwest National Laboratory. Understanding the Behavioral Aspects of Rate Design
  • Chalishazar V.H., R.A. Harnish, D. Bhatnagar, A. Somani, and B.J. Bellgraph. 2022. "Hydro-battery Hybrids – A Case for Holistic Assessment of Hybrid Energy Systems." In IEEE Electrical Energy Storage Application and Technologies Conference (EESAT 2022), November 8-9, 2022, Austin, TX, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-174725. doi:10.1109/EESAT55007.2022.9998036
  • Datta S., A. Somani, M.E. Alam, X. Sun, V. Fotedar, and A. Banicki. 2022. "Changes in Hydropower Resource Operations Following Participation in the CAISO Energy Imbalance Market - A Case Study." In IEEE Power & Energy Society General Meeting (PESGM 2022), July 17-21, 2022, Denver, CO, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-168520. doi:10.1109/PESGM48719.2022.9916782
  • Eldridge B.C., and A. Somani. 2022. Impact of FERC Order 2222 on US Electricity Markets. PNNL-33383. Richland, WA: Pacific Northwest National Laboratory. Impact of FERC Order 2222 on US Electricity Markets
  • Eldridge B.C., and A. Somani. 2022. Modeling and Market Design Considerations for Conventional and Decarbonized Resources. PNNL-33792. Richland, WA: Pacific Northwest National Laboratory. Modeling and Market Design Considerations for Conventional and Decarbonized Resources
  • Fan X., J.P. Ogle, J.V. Cree, D. Wang, Y. Chen, E.S. Peterson, and T. Fu, et al. 2022. Technical Characterization and Benefit Evaluation of 5G-Enabled Grid Data Transport and Applications. PNNL-33221. Richland, WA: Pacific Northwest National Laboratory. Technical Characterization and Benefit Evaluation of 5G-Enabled Grid Data Transport and Applications
  • Ganguli S., A. Somani, and T.D. Hardy. 2022. "Allocation Mechanisms in Rationed Markets." In 2020 IEEE PES Transactive Energy Systems Conference (TESC), 1 - 5. Piscataway, New Jersey:IEEE. PNNL-SA-156081. doi:10.1109/TESC50295.2020.9656939
  • Maloney P.R., S. Bhattacharya, X. Ke, A. Venkatraman, A. Somani, and D. Bhatnagar. 2022. "Capacity Expansion Planning for LA Basin: the Role of Energy Storage." In IEEE Electrical Energy Storage Application and Technologies Conference (EESAT 2022), November 8-9, 2022, Austin, TX, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-174795. doi:10.1109/EESAT55007.2022.9998038
  • Mukherjee S., S. Nandanoori, S. Guan, K. Agarwal, S. Sinha, S. Kundu, and S. Pal, et al. 2022. "Learning Distributed Geometric Koopman Operator for Sparse Networked Dynamical Systems." In First Learning on Graphs Conference (LoG 2022), December 9-12, 2022, Virtual, Online. Proceedings of Machine Learning Research, 198, 1-17. Maastricht:ML Research Press. PNNL-SA-173554.
  • Nandanoori S., S. Guan, S. Kundu, S. Pal, K. Agarwal, Y. Wu, and S. Choudhury. 2022. "Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction." IEEE Access 10. PNNL-SA-161313. doi:10.1109/ACCESS.2022.3160710
  • Newman S.F., D. Bhatnagar, R.S. O'Neil, A.P. Reiman, D.C. Preziuso, and B. Robertson. 2022. "Evaluating the resilience benefits of marine energy in microgrids." International Journal of Marine Energy 5, no. 2:143–150. PNNL-SA-169469. doi:10.36688/imej.5.143-150
  • Nguyen Q.H., A. Singhal, R.S. O'Neil, J.D. Taft, J.B. Twitchell, and A. Somani. 2022. "Analysis of Distributed Energy Storage as a Core Grid Infrastructure via Production Cost Modeling." In IEEE Power & Energy Society General Meeting (PESGM 2022), July 17-21, 2022, Denver, CO, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-168724. doi:10.1109/PESGM48719.2022.9917218
  • O'Neil R.S., D.C. Preziuso, K.K. Arkema, Y. Ko, N. Pevzner, K. Diamond, and S. Gore, et al. 2022. Renewable Energy Landscapes: Designing Place-Based Infrastructure for Scale. PNNL-32680. Richland, WA: Pacific Northwest National Laboratory. Renewable Energy Landscapes: Designing Place-Based Infrastructure for Scale
  • Pressburger L.D., M. Evans, S. Yu, Y. Cui, A. Somani, and G.C. Iyer. 2022. A Comprehensive Economic Coal Transition in South Asia. PNNL-32383. Richland, WA: Pacific Northwest National Laboratory. A Comprehensive Economic Coal Transition in South Asia
  • Ramachandran T., S. Bhattacharya, A. Somani, and D.J. Hammerstrom. 2022. "Impacts of Energy Flexibility in Transactive Energy Systems with Large Scale Renewable Generation." IEEE Access 10. PNNL-SA-167947. doi:10.1109/ACCESS.2022.3148685
  • Sharma P., A. Riepnieks, A.P. Reiman, A. Singh, R.B. Melton, J.P. Ogle, and C.H. Allwardt. 2022. "Model-based interface design for smart field-device integration." In IEEE Rural Electric Power Conference (REPC 2022), April 5-8, 2022, Savanah, GA, 31-37. Piscataway, New Jersey:IEEE. PNNL-SA-170776. doi:10.1109/REPEC55671.2022.00014
  • Tarekegne B.W., K. Kazimierczuk, and R.S. O'Neil. 2022. "Communities in energy transition: Exploring best practices and decision support tools to provide equitable outcomes." Discover Sustainability 3. PNNL-SA-170152. doi:10.1007/s43621-022-00080-z
  • Tarufelli B.L., B.C. Eldridge, and A. Somani. 2022. Capacity Markets for Transactive Energy Systems. PNNL-33381. Richland, WA: Pacific Northwest National Laboratory. Capacity Markets for Transactive Energy Systems
  • Tarufelli B.L., X. Sun, S. Ganguli, D.S. Boff, and A. Somani. 2022. Price Formation and Grid Operation Impacts from Variable Renewable Energy Resources. PNNL-33470. Richland, WA: Pacific Northwest National Laboratory. Price Formation and Grid Operation Impacts from Variable Renewable Energy Resources
  • Zhao Z., D. Moscovitz, S. Wang, X. Fan, and L. Du. 2022. "Semi-Supervised Disaggregation of Load Profiles at Transmission Buses with Significant Behind-the-Meter Solar Generations." In IEEE Energy Conversion Congress and Exposition (ECCE 2022), October 9-13, 2022, Detroit, MI, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-175111. doi:10.1109/ECCE50734.2022.9948155

2021

  • Alam M., M.E. Alam, A. Somani, R.B. Melton, W. Tushar, F. Bai, and R. Yan, et al. 2021. "Evaluating the Feasibility of Transactive Approach for Voltage Management Using Inverters of a PV Plant." Applied Energy 291. PNNL-SA-152961. doi:10.1016/j.apenergy.2021.116844
  • Bhattacharya S., S. Pennock, B. Robertson, S. Hanif, M.E. Alam, D. Bhatnagar, and D.C. Preziuso, et al. 2021. "Timing Value of Marine Renewable Energy Resources for Potential Grid Applications." Applied Energy 299. PNNL-SA-156569. doi:10.1016/j.apenergy.2021.117281
  • Chalishazar V.H., S. Bhattacharya, S. Hanif, D. Bhatnagar, M.E. Alam, B. Robertson, and D.C. Preziuso, et al. 2021. "Data-Driven Reliability Assessment for Marine Renewable Energy Enabled Island Power Systems." In IEEE Power & Energy Society General Meeting (PESGM 2021), July 26-29, 2021, Washington DC, 1-5. Piscataway, New Jersey:IEEE. PNNL-SA-157769. doi:10.1109/PESGM46819.2021.9637995
  • Hanif S., S. Bhattacharya, V.H. Chalishazar, D. Bhatnagar, M.E. Alam, B. Robertson, and D.C. Preziuso, et al. 2021. "Storage Requirements for Grid Integration of Marine Renewable Energy - a Parametric Study." In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT 2021), February 16-18, 2021, Washington DC, 01-05. Piscataway, New Jersey:IEEE. PNNL-SA-155924. doi:10.1109/ISGT49243.2021.9372165
  • McDermott T.E., T.D. Hardy, A. Somani, S.R. Bender, and M.L. Madison. 2021. "Transactive Energy Rationing in an Islanded Electric Power System." In IEEE Green Technologies Conference (GreenTech 2021), April 7-9, 2021, Denver, CO, 323 - 330. Piscataway, New Jersey:IEEE. PNNL-SA-158444. doi:10.1109/GreenTech48523.2021.00059
  • Michener S.R., R.S. O'Neil, S. Atcitty, R. Jeffers, and B.W. Tarekegne. 2021. Energy Storage for Social Equity Roundtable Report. PNNL-31964. Richland, WA: Pacific Northwest National Laboratory. Energy Storage for Social Equity Roundtable Report
  • Nandanoori S., S. Pal, S. Sinha, S. Kundu, K. Agarwal, and S. Choudhury. 2021. "Data-driven Distributed Learning of Multi-agent Systems: A Koopman Operator Approach." In IEEE 60th Conference on Decision and Control (CDC 2021), December 14-17, 2021, Austin, TX, 5059-5066. Piscataway, New Jersey:IEEE. PNNL-SA-160981. doi:10.1109/CDC45484.2021.9682872
  • Newman S.F., D. Bhatnagar, R.S. O'Neil, A.P. Reiman, D.C. Preziuso, and B. Robertson. 2021. "Evaluating the resilience benefits of marine energy in microgrids." In Proceedings of the 14th European Wave and Tidal Energy Conference (EWTEC 2021), September 5-9, 2021, Virtual, Online, 1892-1 - 1892-9. Southampton:European Wave and Tidal Energy Conference Series. PNNL-SA-160842.
  • Tarekegne B.W., R.S. O'Neil, and J.B. Twitchell. 2021. "Energy Storage as an Equity Asset." Current Sustainable/Renewable Energy Reports 8, no. 3:149–155. PNNL-SA-162218. doi:10.1007/s40518-021-00184-6

2020

Energy and Environment

Core Research Areas

Contacts