Cited By

The following cite, ARPA-E GO Competition, or a derivative as a reference as of June 28, 2024.

Agarwal, Aayushya, Priya L. Donti, J. Zico Kolter, and Larry Pileggi. "Employing adversarial robustness techniques for large-scale stochastic optimal power flow." Electric Power Systems Research 212 (2022): 108497.

Agarwal, Aayushya, Amritanshu Pandey, Naeem Turner Bandele, and Larry Pileggi. "Generalized Smooth Functions for Modeling Steady-State Response of Controls in Transmission and Distribution." Electric Power Systems Research 213 (2022): 108657.

Agarwal, Aayushya, Amritanshu Pandey, and Larry Pileggi. "Fast AC Steady-State Power Grid Simulation and Optimization Using Prior Knowledge," 2021 IEEE Power & Energy Society General Meeting (PESGM), Washington, DC, USA, 2021, pp. 1-5.

Agarwal, Aayushya, Amritanshu Pandey, and Larry Pillegi. "Continuous switch model and heuristics for mixed-integer problems in power systems." arXiv preprint arXiv:2206.14510 (2022).

Ahunbay, Mete Şeref, Martin Bichler, and Johannes Knörr. "Pricing Optimal Outcomes in Coupled and Non-Convex Markets: Theory and Applications to Electricity Markets." arXiv preprint arXiv:2209.07386 (2022).

Ahunbay, Mete Şeref, Martin Bichler, Teodora Dobos, and Johannes Knörr. "Solving Large-Scale Electricity Market Pricing Problems in Polynomial Time." arXiv preprint arXiv:2312.07071 (2023).

Ahunbay, Mete Şeref, Martin Bichler, and Johannes Knörr. "Challenges in Designing Electricity Spot Markets." NBER Chapters (2023).

Aigner, Kevin-Martin, Robert Burlacu, Frauke Liers, and Alexander Martin. "Solving AC optimal power flow with discrete decisions to global optimality." INFORMS Journal on Computing 35, no. 2 (2023): 458-474.

Altamimi, Emran, Abdulaziz Al‐Ali, Qutaibah M. Malluhi, and Abdulla K. Al‐Ali. "Smart grid public datasets: Characteristics and associated applications." IET Smart Grid (2024).

Anjos, Miguel F. "Semidefinite Optimization Approaches for Reactive Optimal Power Flow Problems."

Aravena, Ignacio, Quentin Lété, Anthony Papavasiliou, and Yves Smeers. "Transmission capacity allocation in zonal electricity markets." Operations Research 69, no. 4 (2021): 1240-1255.

Aravena, Ignacio, Daniel K. Molzahn, Shixuan Zhang, Cosmin G. Petra, Frank E. Curtis, Shenyinying Tu, Andreas Wächter, Ermin Wei, Elizabeth Wong, Amin Gholami, Kaizhao Sun, Xu Andy Sun, Stephen T. Elbert, Jesse T. Holzer, Arun Veeramany. "Recent Developments in Security-Constrained AC Optimal Power Flow: Overview of Challenge 1 in the ARPA-E Grid Optimization Competition." Operations Research 71(6). Published Online:1 Sep 2023. Cited by 18

Arévalo Bonilla, Juan Camilo. "Comparación de flujo óptimo de potencia con métodos heurísticos en sistemas de potencia con alta penetración de energía renovable." Masters (Electrical Engineering) dissertation, Universidad Nacional de Colombia, 2020.

Arrigo, Adriano, Jalal Kazempour, Zacharie De Grève, Jean-François Toubeau, and François Vallée. "Embedding Dependencies Between Wind Farms in Distributionally Robust Optimal Power Flow," in IEEE Transactions on Power Systems, vol. 38, no. 6, pp. 5156-5169, Nov. 2023.

Avramidis, Iason-Iraklis, Florin Capitanescu, Stavros Karagiannopoulos, and Evangelos Vrettos. "A novel approximation of security-constrained optimal power flow with incorporation of generator frequency and voltage control response." IEEE Transactions on Power Systems 36, no. 3 (2020): 2438-2447.

Avramidis, Iason-Iraklis, Georgios Cheimonidis, and Pavlos Georgilakis. "Ineffective control actions in OPF problems: Identification, suppression and security aspects." Electric Power Systems Research 212 (2022): 108228.

Babaeinejadsarookolaee, Sogol, Adam Birchfield, Richard D. Christie, Carleton Coffrin, Christopher DeMarco, Ruisheng Diao, Michael Ferris, Stephane Fliscounakis, Scott Greene, Renke Huang, Cedric Josz, Roman Korab, Bernard Lesieutre, Jean Maeght, Terrence W. K. Mak, Daniel K. Molzahn, Thomas J. Overbye, Patrick Panciatici, Byungkwon Park, Jonathan Snodgrass, Ahmad Tbaileh, Pascal Van Hentenryck, Ray Zimmerman. "The power grid library for benchmarking ac optimal power flow algorithms." arXiv preprint arXiv:1908.02788 (2019).  Frequently cited as Competition Data reference instead of citing Competition directly. Cited by 240

Baldick, Ross, Steven Low, Richard O’Neill, Daniel Ralph, and Golbon Zakeri. "Preface to Special Issue on Computational Advances in Short-Term Power System Operations." Operations Research (2023). Published Online: 20 Nov 2023.

Bazrafshan, Mohammadhafez, Kyri Baker, and Javad Mohammadi. "Computationally efficient solutions for large-scale security-constrained optimal power flow." arXiv preprint arXiv:2006.00585 (2020).

Beck, Yasmine, Daniel Bienstock, Martin Schmidt, and Johannes Thürauf. "On a Computationally Ill-Behaved Bilevel Problem with a Continuous and Nonconvex Lower Level." Journal of Optimization Theory and Applications (2023): 1-20.

Bienstock, Daniel. "15 Uncertainty-Aware Power Systems Operation." Advanced Data Analytics for Power Systems (2021): 363. 

Bienstock, Daniel and Matìas Villagra. "Accurate and Warm-Startable Linear Cutting-Plane Relaxations for ACOPF. (2024). " 

Bienstock, Daniel and Matìas Villagra. "Accurate Linear Cutting-Plane Relaxations for ACOPF." arXiv preprint arXiv:2312.04251 (2023).

Bichler, Martin, Hans Ulrich Buhl, Johannes Knörr, Felipe Maldonado, Paul Schott, Stefan Waldherr, and Martin Weibelzahl. "Electricity Markets in a Time of Change: A Call to Arms for Business Research." Schmalenbach J Bus Res 74, 77–102 (2022).

Bichler, Martin, and Johannes Knörr. "Getting prices right on electricity spot markets: On the economic impact of advanced power flow models." Energy Economics 126 (2023): 106968.

Birchfield, Adam B., Thomas J. Overbye. "A Review on Providing Realistic Electric Grid Simulations for Academia and Industry. Current Sustainable Renewable Energy Rep 10, 154–161 (2023).

Bose, Anjan, Thomas J Overbye. "Electricity Transmission System Research and Development: Grid Operations",  "Transmission Innovation Symposium." (2021).

Capitanescu, Florin, "Evaluating reactive power reserves scarcity during the energy transition toward 100% renewable supply," Electric Power Systems Research, Volume 190, 2021, 106672, ISSN 0378-7796,

Chiang, Hsiao-Dong. High Performance Solution for Security Constrained Optimal Power Flow. No. DE-AR00001299. Global Optimal Technology, Inc., 2022.

Chevalier, Samuel. "A Parallelized, Adam-Based Solver for Reserve and Security Constrained AC Unit Commitment." arXiv:2310.06650v1, 10 Oct 2023.

Crozier, Constance, and Kyri Baker. "Data-driven Probabilistic Constraint Elimination for Accelerated Optimal Power Flow," 2022 IEEE Power & Energy Society General Meeting (PESGM), Denver, CO, USA, 2022, pp. 1-5,

Crozier, Constance, Kyri Baker, Yuhan Du, Javad Mohammadi, and Meiyi Li. "Data-driven contingency selection for fast security constrained optimal power flow." In 2022 17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), pp. 1-6. IEEE, 2022.

Crozier, Constance, Kyri Baker, and Bridget Toomey. "Feasible region-based heuristics for optimal transmission switching." Sustainable Energy, Grids and Networks 30 (2022): 100628.

Curtis, Frank E., Daniel K. Molzahn, Shenyinying Tu, Andreas Wächter, Ermin Wei, and Elizabeth Wong. "A Decomposition Algorithm for Large-Scale Security-Constrained AC Optimal Power Flow." arXiv preprint arXiv:2110.01737 (2021).

Curtis, Frank E., Daniel K. Molzahn, Shenyinying Tu, Andreas Wächter, Ermin Wei, and Elizabeth Wong. "A decomposition algorithm with fast identification of critical contingencies for large-scale security-constrained AC-OPF." Operations Research (2023).

Coffrin, Carleton James. "ARPA-E Grid Optimization Competition: Benchmark algorithm overview." No. LA-UR-21-29904. Los Alamos National Lab (LANL). Los Alamos, NM (United States). 2021.

Coffrin, Carleton. "A Brief Introduction to Mathematical Optimization in Julia (Part 1)." No. LA-UR-21-20278. Los Alamos National Lab (LANL), Los Alamos, NM (United States). 2021. Cited by 292

Coffrin, Carleton James. "Open-source Tools for Solving Grid Optimization Problems: ARPA-e Benchmark Algorithm Overview." No. LA-UR-22-31253. Los Alamos National Lab (LANL). Los Alamos, NM (United States). 2022.

Coffrin, Carleton James and Russell Whitford Bent. "Grid Science Capability Overview: LANL’s Advanced Network Science Initiative." No. LA-UR-20-22971. Los Alamos National Lab (LANL). Los Alamos, NM (United States). 16 April 2020. 

Coffrin, Carleton, Russell Bent, Kaarthik Sundar, Yeesian Ng, and Miles Lubin. "Powermodels. jl: An open-source framework for exploring power flow formulations." In 2018 Power Systems Computation Conference (PSCC), pp. 1-8. IEEE, 2018.

Coffrin, Carleton, Bernard Knueven, Jesse Holzer, and Marc Vuffray. "The impacts of convex piecewise linear cost formulations on AC optimal power flow." Electric Power Systems Research Vol. 199 (2021): 107191.

Davoodi, Elnaz, Florin Capitanescu, and Louis Wehenkel. "A Methodology to Evaluate Reactive Power Reserves Scarcity during the Energy Transition." IEEE Transactions on Power Systems, Sept. 2023.

Dawson, Charles, and Chuchu Fan. "Adversarial optimization leads to over-optimistic security-constrained dispatch, but sampling can help." arXiv preprint arXiv:2310.06956 (2023).

Dawson, Charles, and Chuchu Fan. "A Bayesian approach to breaking things: efficiently predicting and repairing failure modes via sampling." arXiv preprint arXiv:2309.08052 (2023).

Diao, Ruisheng, Di Shi, Bei Zhang, Siqi Wang, Haifeng Li, Chunlei Xu, Tu Lan, Desong Bian, and Jiajun Duan. "On Training Effective Reinforcement Learning Agents for Real-time Power Grid Operation and Control." arXiv preprint arXiv:2012.06458 (2020).

Donti, Priya. "Bridging Deep Learning and Electric Power Systems." PhD dissertation, Carnegie Mellon University, 2022.

Donti, Priya, Aayushya Agarwal, Neeraj Vijay Bedmutha, Larry Pileggi, and J. Zico Kolter. "Adversarially robust learning for security-constrained optimal power flow." Advances in Neural Information Processing Systems 34 (2021): 28677-28689.

Donti, Priya L., Inês Lima Azevedo, and J. Zico Kolter. "Inverse optimal power flow: Assessing the vulnerability of power grid data." In NeurIPS Workshop on AI for Social Good. 2018.

Donti, Priya L., and J. Zico Kolter. "Machine learning for sustainable energy systems." Annual Review of Environment and Resources 46 (2021): 719-747.

Eldridge, Brent, Anya Castillo, Bernard Knueven, and Manuel Joseph Garcia. Sparse Dense and Compact Linearizations of the AC OPF (Online Supplement). No. SAND-2020-13322R. Sandia National Lab.(SNL-NM), Albuquerque, NM (United States); Johns Hopkins Univ., Baltimore, MD (United States); Federal Energy Regulatory Commission, Washington, DC (United States); National Renewable Energy Lab.(NREL), Golden, CO (United States), 2020.

Eldridge, Brent C., and Abhishek Somani. Impact of FERC Order 2222 on DER Participation Rules in US Electricity Markets. No. PNNL-33383. Pacific Northwest National Lab.(PNNL), Richland, WA (United States), 2022.

Fatokun, Stephen Opeyemi. "Heuristics for Lagrangian Relaxation Formulations for the Unit Commitment Problem." PhD dissertation, University of Tennessee, 2023.

Ferrando, Robert, Laurent Pagnier, Robert Mieth, Zhirui Liang, Yury Dvorkin, Daniel Bienstock, and Michael Chertkov. "A Physics-Informed Machine Learning for Electricity Markets: A NYISO Case Study." arXiv preprint arXiv:2304.00062 (2023).

Garcia, Manuel and Richard O'Neill. "Average Incremental Cost Pricing for the AC Unit Commitment Problem."  No. LA-UR-24-20544. Los Alamos National Lab (LANL). Los Alamos, NM (United States). 2024.

Geth, Frederik, Marta Vanin, Werner Van Westering, Terese Milford, and Amritanshu Pandey. "Making Distribution State Estimation Practical: Challenges and Opportunities." arXiv preprint arXiv:2311.07021 (2023).

Gholami, Amin, Kaizhao Sun, Shixuan Zhang, and Xu Andy Sun. "An ADMM-based distributed optimization method for solving security-constrained AC optimal power flow." arXiv preprint arXiv:2202.06787 (2022).

Gholami, Amin, Kaizhao Sun, Shixuan Zhang, and Xu Andy Sun. "An Alternating Direction Method of Multipliers-Based Distributed Optimization Method for Solving Security-Constrained Alternating Current Optimal Power Flow." Operations Research (2023).

Giacomarra, Francesco. "Generating Synthetic Power Grids using Exponential Random Graph Models." Masters dissertation, Università degli studi di Padova, 2021.

Gong, Lin, Yehong Peng, Chenxu Zhang, and Yong Fu. "Fully Parallel Optimization of Coordinated Electricity and Natural Gas Systems on High-Performance Computing." IEEE Transactions on Smart Grid (2023).

Gopinath, Smitha and Hassan L. Hijazi. "Benchmarking Large-Scale ACOPF Solutions and Optimality Bounds," 2022 IEEE Power & Energy Society General Meeting (PESGM), Denver, CO, USA, 2022, pp. 1-5.

Haghighat, Hossein, Wei Wang, and Bo Zeng. "Robust Microgrid Capacity Investment With Endogenous and Exogenous Uncertainties," in IEEE Transactions on Smart Grid.

Hong, Tao, David Wenzhong Gao, Tom Laing, Dale Kruchten, and Jorge Calzada. "Training energy data scientists: universities and industry need to work together to bridge the talent gap." IEEE Power and Energy Magazine 16, no. 3 (2018): 66-73, May-June 2018.

Hou, Ashley M., and Line A. Roald. "Data-driven tuning for chance constrained optimization: analysis and extensions." Top 30, no. 3 (2022): 649-682.

Holt, Timothy, Shrirang Abhyankar, Teja Kuruganti, Olaf Schenk, and Slaven Peles. "Data-Driven Unit Commitment Refinement -  a Scalable Approach for Complex Modern Power Grids." Conference: Hawaii International Conference on System Sciences (HICSS) - Waikiki, Hawaii, United States of America - 1/3/2024 - 1/6/2024. (ExascaleSGD via Aravena Challenge 1 summary paper)

Holzer, Jesse T., Carleton J. Coffrin, Christopher DeMarco, Ray Duthu, Stephen T. Elbert, Brent C. Eldridge, Tarek Elgindy, Manuel Garcia, Scott L. Greene, Nongchao Guo, Elaine Hale, Bernard Lesieutre, Terrence W. Mak, Colin McMillan, Hans Mittelmann, Hyungseon Oh, Richard P. O'Neill, Thomas J. Overbye, Bryan Palmintier, Robert Parker, Farnaz Safdarian, Ahmad Tbaileh, Pascal R. Van Hentenryck, Arun Veeramany, Steve Wangen, and Jessica L. Wert. "Grid Optimization Competition Challenge 3 Problem Formulation." Technical Report PNNL-35792, 01 April 2024.

Holzer, Jesse Thomas, HyungSeon Oh, Hans Mittelmann, Richard O’Neill, and Stephen Elbert. “GO Competition Challenge 3: Problem, Solvers, and Solution Analysis.” Technical Report PNNL-SA-196124, 2024. Also submitted to Springer Journal of Energy Systems. 

Huang, Hao, Zeyu Mao, Astrid Layton, and Katherine R. Davis. "An Ecological Robustness Oriented Optimal Power Flow for Power Systems’ Survivability," in IEEE Transactions on Power Systems, vol. 38, no. 1, pp. 447-462, Jan. 2023.

Huang, Zhenyu, Renke Huang, Yuri V. Makarov, Stephen J. Young, Rui Fan, Ahmad Tbaileh, Zhangshuan Hou, James O'Brien, Jason C. Fuller, Jacob Hansen, Laurentiu D. Marinovici. Sustainable Data Evolution Technology (SDET) for Power Grid Optimization. No. PNNL-28338. Pacific Northwest National Lab.(PNNL), Richland, WA (United States), 2018.

Huang, Zhenyu and Yousu Chen. "High Performance Analytics for Grid Flexibility." Journal of Global Energy Interconnection. 2019(01) Page:1-7.

Jayawardene, Iroshani, Pramod Herath, and Ganesh Kumar Venayagamoorthy. "A Graph Theory-Based Clustering Method for Power System Networks," 2020 Clemson University Power Systems Conference (PSC), Clemson, SC, USA, 2020, pp. 1-8,

Jereminov, Marko, and Larry Pileggi. "Equivalent circuit programming for power flow analysis and optimization." arXiv preprint arXiv:2112.01351 (2021).

Jiang, Tao, Alessandra Parisio, Guodong Liu, Qianwen Xu, Qinglai Guo, Feifei Bai, Zakir Rather, Gengfeng Li, and Vladimir Terzija. "Guest Editorial: Special issue on flexible and resilient urban energy systems." International Journal of Electrical Power & Energy Systems 154 (2023): 109439.

Karangelos, Efthymios, and Louis Wehenkel. "An Iterative AC-SCOPF Approach Managing the Contingency and Corrective Control Failure Uncertainties With a Probabilistic Guarantee," in IEEE Transactions on Power Systems, vol. 34, no. 5, pp. 3780-3790, Sept. 2019.

Kaviani, Ramin, and Kory W. Hedman. "A detection mechanism against load-redistribution attacks in smart grids." IEEE Transactions on Smart Grid, vol. 12, no. 1, pp. 704-714, Jan. 2021.

Kaviani, Ramin, and Kory W. Hedman. "An enhanced energy management system including a real-time load-redistribution threat analysis tool and cyber-physical SCED." IEEE Transactions on Power Systems 37, no. 5 (2021): 3346-3358.

Kilwein, Zachary, Jordan Jalving, Michael Eydenberg, Logan Blakely, Kyle Skolfield, Carl Laird, and Fani Boukouvala. "Optimization with Neural Network Feasibility Surrogates: Formulations and Application to Security-Constrained Optimal Power Flow." Energies 16, no. 16 (2023): 5913.

Kim, Kibaek, Youngdae Kim, Daniel A. Maldonado, Michel Schanen, Victor M. Zavala, and Nai-Yuan Chiang. A Scalable Mixed-Integer Decomposition Method for Security-Constrained Optimal Power Flow with Complementarity Constraints. No. ANL-21/66. Argonne National Lab.(ANL), Argonne, IL (United States), 2021.

Kunkolienkar, Sanjana, Farnaz Safdarian, Jonathan Snodgrass, and Thomas J. Overbye. "Creating Active and Reactive Power Reserve Zones for Large-Scale Electric Grids." (2023).

Kunkolienkar, Sanjana, Farnaz Safdarian, Jonathan Snodgrass, Adam Birchfield, and Thomas Overbye. "A Description of the Texas A&M University Electric Grid Test Case Repository for Power System Studies." (2024).

Laird, Carl, Jordan Jalving, Logan Blakely, Michael Eydenberg, Fani Boukouvala, and Zachary Kilwein. Integration of Optimization and Machine Learning for Improving Electrical Grid Operation. No. SAND2021-13853C. Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021.

Lan, Shuyue, Zhilu Wang, Ermin Wei, Amit K. Roy-Chowdhury, and Qi Zhu. "Collaborative Multi-Agent Video Fast-Forwarding." IEEE Transactions on Multimedia (2023).

Leveringhaus, Thomas, Leonard Kluss, Iwo Bekker, and Lutz Hofmann. "Solving Combined Optimal Transmission Switching and Optimal Power Flow sequentially as convexificated Quadratically Constrained Quadratic Program." Electric Power Systems Research 212 (2022): 108534.

Li, Dongdong, Mengxian Sun, and Yong Fu. "A general steady-state voltage stability analysis for hybrid multi-infeed HVDC systems." IEEE Transactions on Power Delivery 36, no. 3 (2020): 1302-1312.

Li, Shiming, Jiangang Lu, Zhiwen Yu, Yue Dai, Shudi Liu, Wenjun Tang, and Ye Guo. "A review of security-constrained optimal power flow calculation method." In AIIPCC 2022; The Third International Conference on Artificial Intelligence, Information Processing and Cloud Computing, pp. 1-6. VDE, 2022.

Listopada, Sergey. "Laboratory Prototype of the Hybrid Intelligent Multi-Agent System of Heterogeneous Thinking." In CEUR Workshop Proceedings, pp. 186-193. 2020.

Ma, Minyue. "Power System Optimization Methods: Convex Relaxation and Benders Decomposition." PhD dissertation, University of South Florida, 2021.

Ma, M., & Fan, L. (2021). Security constrained DC OPF considering generator responses. Electric Power Systems Research192, 106920.

Maeght, Jean. "Recent methods for Optimal Power Flow with discrete variables." (March 3, 2021).

Mansoori, Fatemeh, and Ermin Wei. "FlexPD: A flexible framework of first-order primal-dual algorithms for distributed optimization." IEEE Transactions on Signal Processing 69 (2021): 3500-3512.

McNamara, Timothy, Amritanshu Pandey, Aayushya Agarwal, and Lawrence Pileggi. "Two-stage homotopy method to incorporate discrete control variables into AC-OPF." Electric Power Systems Research 212 (2022): 108283.

Meliopoulos, A. P., Gad Monga Ilunga, and George Cokkinides. "Optimal Reactive Power Dispatch Formulated as Quadratic OPF and Solved via CS-SLP." (2023).

Molzahn, Daniel. "A Review of Recent Developments in Nonlinear Optimization of Electric Power Systems." PSERC Webinar 2020.

Moreira, A. Valenzuela and M. Heleno, "Solving Market-Based Large-Scale Security-Constrained AC Optimal Power Flows," in IEEE Transactions on Power Systems, vol. 38, no. 6, pp. 5088-5101, Nov. 2023.

Nadeem, Muhammad, Ahmad F. Taha. "Sorta Solving the OPF by Not Solving the OPF: DAE Control Theory and the Price of Realtime Regulation." arXiv:2304.03699v2, 7 Apr 2023.

Nagarajan, Harsha, Mowen Lu, and Russell Bent. "Tight Piecewise Convex Relaxations for Global Optimization of Optimal Power Flow." Semantic (2019).

Ndrio, Mariola, Anna Winnicki, and Subhonmesh Bose. "Pricing Economic Dispatch with AC Power Flow via Local Multipliers and Conic Relaxation." IEEE Transactions on Control of Network Systems (2022).

Neira, David E., Carl D. Laird, Stuart M. Harwood, Dimitar Trenev, and Davide Venturelli. "Impact of Emerging Computing Architectures and Opportunities for Process Systems Engineering Applications." In Foundations of Computer-Aided Process Operations (FOCAPO)/Chemical Process Control (CPC) 2023. 2023.

Niu, Xiaochun, and Ermin Wei. "FedHybrid: A hybrid federated optimization method for heterogeneous clients." IEEE Transactions on Signal Processing 71: 150-163, 2023,

Ozdemir, Alex, Fraser Brown, and Riad S. Wahby. "CirC: Compiler infrastructure for proof systems, software verification, and more." 2022 IEEE Symposium on Security and Privacy (SP), San Francisco, CA, USA, 2022, pp. 2248-2266.

Pagnier, Laurent, Robert Ferrando, Yury Dvorkin, and Michael Chertkov. "Machine Learning for Electricity Market Clearing." arXiv preprint arXiv:2205.11641 (2022).

Pandey, Amritanshu, Aayushya Agarwal, and Larry Pileggi. "Incremental model building homotopy approach for solving exact ac-constrained optimal power flow." arXiv preprint arXiv:2011.00587 (2020).

Pandey, Amritanshu, Mads R. Almassalkhi, and Samuel Chevalier. "Large-Scale Grid Optimization: the Workhorse of Future Grid Computations." Current Sustainable/Renewable Energy Reports (2023): 10, 139–153 (2023). 

Park, Byungkwon, and Christopher L. Demarco. "Optimal Network Topology for Node-Breaker Representations With AC Power Flow Constraints," in IEEE Access, vol. 8, pp. 64347-64355, 2020.

Park, Byungkwon, Jesse Holzer, and Christopher L. DeMarco. "A sparse tableau formulation for node-breaker representations in security-constrained optimal power flow." IEEE Transactions on Power Systems 34, no. 1 (2018): 637-647, Jan. 2019.

Park, Seonho, Wenbo Chen, Terrence WK Mak, and Pascal Van Hentenryck. "Compact optimization learning for AC optimal power flow." arXiv preprint arXiv:2301.08840 (2023).

Park, Seonho, and Pascal Van Hentenryck. "Self-Supervised Learning for Large-Scale Preventive Security Constrained DC Optimal Power Flow." arXiv preprint arXiv:2311.18072 (2023).

Parker, Robert Brunato, and Carleton James Coffrin. The Grid Optimization Competition Benchmark Algorithm. No. LA-UR-23-31646. Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2023.

Parker, Robert, and Carleton Coffrin. Managing power balance and reserve feasibility in the AC unit commitment problem. (PSCC 2024 conference)

Petra, Cosmin G., and Ignacio Aravena. "Solving realistic security-constrained optimal power flow problems." arXiv preprint arXiv:2110.01669 (2021).

Petra, Cosmin G., and Ignacio Aravena. "A surrogate-based asynchronous decomposition technique for realistic security-constrained optimal power flow problems." Operations Research (2023).

Rahman, Jubeyer, Cong Feng, and Jie Zhang. "Machine learning-aided security constrained optimal power flow." In 2020 IEEE Power & Energy Society General Meeting (PESGM), pp. 1-5. IEEE, 2020.

Rahman, Jubeyer, Cong Feng, and Jie Zhang. "A learning-augmented approach for AC optimal power flow." International Journal of Electrical Power & Energy Systems 130 (2021): 106908.

Rice, Mark J., Stephen T. Elbert, Olga A. Kuchar, David Pinney, and Laurentiu D. Marinovici. Data Repository for Power system Open models With Evolving Resources (DR POWER)(Final Scientific/Technical Report). No. PNNL-30476. Pacific Northwest National Lab.(PNNL), Richland, WA (United States), 2020.

Rodríguez Medina, Diego Fernando. "Fast security constraint optimal power flow using parallel and heterogenous computing", PhD dissertation, Universidad Nacional de Colombia, 2020.

Rodriguez, Diego, Juan M. Gers, Diego Gómez, Wilmer Garzón, David Alvarez, and Sergio Rivera. "A Fast Decomposition Method to Solve SCOPF Empowered by Parallel Computing." In 2022 IEEE Power & Energy Society General Meeting (PESGM), pp. 1-5. IEEE, 2022.

Roland, Marius. "Adaptive Refinement Algorithms for Optimization Problems in Energy Transport Networks." PhD dissertation, Trier University, 2022.

Ryu, Minseok, Kibaek Kim. "Differentially Private Distributed Convex Optimization." arXiv:2302.14514v1, 28 Feb 2023.

Sadat, Sayed Abdullah. "Evaluating the Performance of Various ACOPF Formulations Using Nonlinear Interior-Point Method," 2021 IEEE International Smart Cities Conference (ISC2), Manchester, United Kingdom, 2021, pp. 1-7,

Sadat, Sayed Abdullah, Kibaek Kim, "Numerical Performance of Different Formulations for Alternating Current Optimal Power Flow," 2021 31st Australasian Universities Power Engineering Conference (AUPEC), Perth, Australia, 2021, pp. 1-6,

Sadat, Sayed Abdullah. "Towards Computationally Tractable Optimal Power Flow: Analysis, Development, and Implementation." PhD dissertation, The University of Utah, 2022.

Sadat, Sayed Abdullah, Xinyang Rui, and Mostafa Sahraei-Ardakani. "Computational Impacts of SVCs on Optimal Power Flow using Approximated Active-Set Interior Point Algorithm," 2021 North American Power Symposium (NAPS), College Station, TX, USA, 2021, pp. 1-6,

Sadat, Sayed Abdullah, and Mostafa Sahraei-Ardakani. "Customized sequential quadratic programming for solving large-scale ac optimal power flow." In 2021 North American Power Symposium (NAPS), pp. 1-6. IEEE, 2021.

Sadat, Sayed Abdullah, and Mostafa Sahraei-Ardakani. "Tuning successive linear programming to solve AC optimal power flow problem for large networks." International Journal of Electrical Power & Energy Systems 137 (2022): 107807. rights and content

Safdarian, Farnaz, Sanjana Kunkolienkar, Jonathan Snodgrass, Adam Birchfield, and Thomas J. Overbye. "Creating a Portfolio of Large-Scale, High-Quality Synthetic Grids: A Case Study." 23 Nov 2023. Preprint Available at SSRN: or

Safdarian, Farnaz, Jonathan Snodgrass, Ju Hee Yeo, Adam Birchfield, Carleton Coffrin, Chris Demarco, Stephen Elbert, Brent Eldridge, Tarek Elgindy, Scott L. Greene, Nongchao Guo, Jesse Holzer, Bernard Lesieutre, Hans Mittelmann, Richard P. O'Neill, Thomas J. Overbye, Bryan Palmintier, Pascal Van Hentenryck, Arun Veeramany, Terrence W.K. Mak, and Jessica Wert. "Grid optimization competition on synthetic and industrial power systems." In 2022 North American Power Symposium, J. Chen, C. Liu, J. Palmer, & H. Merrill (Eds.), 9-11 October, 2022 (NAPS 2022), Salt Lake City, UT, USA, 2022, pp. 1-6, IEEE, Institute of Electrical and Electronics Engineers.

Safdarian, Farnas, 10/15/2023. “New Developments to Synthetic Grids.” Presented by F. Safdarian at INFORMS Annual Meeting 2023, Phoenix, Arizona.

Safdarian, Farnas, Sanjana Kunkolienkar, Jonathan Snodgrass, Adam Birchfield, Thomas Overbye, “Creating a Portfolio of Large-Scale, High-Quality Synthetic Grids: A Case Study,” Kansas Power and Energy Conference 2024, April 2024.

Safdarian, Farnas, Cook Jordan, Seung Jun Lee, Thomas J. Overbye, “Calculation and Validation of Weather-Informed Renewable Generation in the US based on ERA5 Hourly Weather Measurements”, IEEE Power and Energy Conference at Illinois (PECI) 2024, Urbana, IL, April 2024.

Safdarian, Farnas, Melvin Stevens, Jonathan Snodgrass, Thomas J. Overbye, “Detailed Hourly Weather Measurements for Power System Applications”, 2024 IEEE Texas Power and Energy Conference (TPEC), College Station, TX, Feb. 2024. 

Sarstedt, Marcel, Thomas Leveringhaus, Leonard Kluß, and Lutz Hofmann. "Comparison of convexificated SQCQP and PSO for the optimal transmission system operation based on incremental in-phase and quadrature voltage controlled transformers." In NEIS 2021; Conference on Sustainable Energy Supply and Energy Storage Systems, pp. 1-8. VDE, 2021.

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Schanen, Michel, Adrian Maldonado, François Pacaud, and Mihai Anitescu. "ExaPF. jl: A Power Flow Solver for GPUs." Proceedings of JuliaCon 1 (2020): 1.

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Shin, Sungho, François Pacaud and Mihai Anitescu. "Accelerating Optimal Power Flow with GPUs: SIMD Abstraction of Nonlinear Programs and Condensed-Space Interior-Point Methods." arXiv preprint arXiv:2307.16830v1. (Cites Babaeinejadsarookolaee instead of  Competition data sets directly)

Siegel, Andrew, Erik W. Draeger, Jack Deslippe, Thomas Evans, Marianne M. Francois, Timothy C. Germann, Daniel F. Martin, and William Hart. "Map Applications to Target Exascale Architecture with Machine-Specific Performance Analysis, Including Challenges and Projections." No. ORNL/TM-2021/2103. Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). 2021.

Skolfield, Joshua Kyle. "Power System Planning for Adverse Climate and Weather Events: Theoretical and Computational Insights for Incorporating Flexible Transmission Technologies." PhD dissertation, Arizona State University, 2022.

Skolfield, J. Kyle, Laura M. Escobar, and Adolfo R. Escobedo. "Derivation and generation of path-based valid inequalities for transmission expansion planning." Annals of Operations Research 312, no. 2 (2022): 1031-1049.

Skolfield, J. Kyle, and Adolfo R. Escobedo. "Operations research in optimal power flow: A guide to recent and emerging methodologies and applications." European Journal of Operational Research 300, no. 2 (2022): 387-404.

Sliwak, Julie, Manuel Ruiz, Miguel F. Anjos, Lucas Létocart, and Emiliano Traversi. "A Julia Module for Polynomial Optimization with Complex Variables applied to Optimal Power Flow," 2019 IEEE Milan PowerTech, Milan, Italy, 2019, pp. 1-6,

Soofi, Arash Farokhi, Saeed D. Manshadi, Guangyi Liu, and Renchang Dai. "A SOCP Relaxation for Cycle Constraints in the Optimal Power Flow Problem," in IEEE Transactions on Smart Grid, vol. 12, no. 2, pp. 1663-1673, March 2021.

Subramanyam, Anirudh, Jacob Roth, Albert Lam, and Mihai Anitescu. "Failure Probability Constrained AC Optimal Power Flow," in IEEE Transactions on Power Systems, vol. 37, no. 6, pp. 4683-4695, Nov. 2022

Subramanyam, Anirudh, Mohamed El Tonbari, and Kibaek Kim. "Data-driven two-stage conic optimization with zero-one uncertainties." arXiv preprint arXiv:2001.04934 (2020).

Sun, Yixuan, Xiaoyuan Fan, Qiuhua Huang, Xinya Li, Renke Huang, Tianzhixi Yin, and Guang Lin. "Local Feature Sufficiency Exploration for Predicting Security-Constrained Generation Dispatch in Multi-area Power Systems," 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA), Orlando, FL, USA, 2018, pp. 1283-1289,

Tangtatswas, Pitjaya. "Solving Very Large Security-Constrained Optimal Power Flow (SCOPF) Problem for Power Grid of the future." PhD dissertation, Case Western Reserve University, 2024.

Thayer, Brandon L., Zeyu Mao, Yijing Liu, Katherine Davis, and Thomas Overbye. "Easy simauto (esa): A python package that simplifies interacting with powerworld simulator." Journal of Open Source Software 5, no. 50 (2020): 2289.

Turner, John, Sieger, Matt, Allu, Srikanth, Ameen, Muhsin, Chaudhuri, Santanu, Chen, Jackie, Chen, Yousu, Dal Forno Chuahy, Flavio, Finney, Charles, Gururajan, Vyaas, Huang, Henry, Kaul, Brian, Klippenstein, Stephen, Martin, Hector Garcia, Pal, Pinaki, Peles, Slaven, Plotkowski, Alex, Sanyal, Jibonananda, Sengupta, Manajit, Som, Sibendu, and Sprague, Michael. Computational Requirements in Clean Energy and Manufacturing: Summary report of the virtual workshop held on June 28-29, 2021. United States. 2023. (Section 5.1 discusses the ExascaleSGD project and cites the Competition related paper Petra 2021)

Valencia-Zuluaga, Tomás, Daniel Agudelo-Martinez, Dario Arango-Angarita, Camilo Acosta-Urrego, Sergio Rivera, Diego Rodríguez-Medina, and Juan Gers."A Fast Decomposition Method to Solve a Security-Constrained Optimal Power Flow (SCOPF) Problem Through Constraint Handling," in IEEE Access, vol. 9, pp. 52812-52824, 2021.

Vaskovskaya, Tatiana. "Spatiotemporal Effects of Nodal Marginal Pricing", CIGRE: C5–Electricity Markets & Regulations Session 2022.

Vasylius, Virginijus, Audrius Jonaitis, Saulius Gudžius, and Vytis Kopustinskas. "Multi-period optimal power flow for identification of critical elements in a country scale high voltage power grid." Reliability Engineering & System Safety 216 (2021): 107959.

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Wang, Jingyi, and Cosmin G. Petra. "A Sequential Quadratic Programming Algorithm for Nonsmooth Problems with Upper-Objective." SIAM Journal on Optimization 33, no. 3 (2023): 2379-2405.

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Wert, Jessica L., Ju Hee Yeo, Farnaz Safdarian, and Thomas J. Overbye. “Situational Awareness for Reactive Power Management in Large-Scale Electric Grids.” 2022 IEEE Texas Power and Energy Conference (TPEC), College Station, TX, USA, 2022, pp. 1-6.

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Yin, Yujie, Yong Fu, Zhiying Zhang, and Amin Zamani. "Protection of microgrid interconnection lines using distance relay with residual voltage compensations." IEEE Transactions on Power Delivery 37, no. 1 (2021): 486-495.

Zafar, Rehman, Ba Hau Vu, and Il-Yop Chung. "A Deep Neural Network-Based Optimal Power Flow Approach for Identifying Network Congestion and Renewable Energy Generation Curtailment." IEEE Access 10 (2022): 95647-95657.

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Zhang, Haixiang, Jianan Liu, Dongliang Xiao, and Wei Qiao. "Security-Constrained Optimal Power Flow Solved With a Dynamic Multichain Particle Swarm Optimizer," 2019 North American Power Symposium (NAPS), Wichita, KS, USA, 2019, pp. 1-6.

Zhang, Haixiang, Dongliang Xiao, Jianan Liu, and Wei Qiao. "Security-Constrained Optimal Power Flow Solved With a Hybrid Multiswarm Particle Swarm Optimizer," 2019 IEEE Power & Energy Society General Meeting (PESGM), Atlanta, GA, USA, 2019, pp. 1-5., Meng, Ahmed Arafa, Ermin Wei, and Randall Berry. "Optimal and quantized mechanism design for fresh data acquisition." IEEE Journal on Selected Areas in Communications 39, no. 5 (2021): 1226-1239, May 2021.

Zhang, Meng, Ermin Wei, and Randall Berry. "Faithful edge federated learning: Scalability and privacy." IEEE Journal on Selected Areas in Communications 39, no. 12 (2021): 3790-3804, Dec. 2021.

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Zemlyansky, Alexander (Землянський, Олександр). "Математична модель логістичних ланцюгів при короткостроковій оренді обладнання (Mathematical Model of Logistics Chains for Short-Term Equipment Rental)." (2020).

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