ARPA-E Grid Optimization (GO) Competition Challenge 2
The ARPA-E Grid Optimization (GO) Competition Challenge 2, from 2020 to 2021, expanded upon the problem posed in Challenge 1 by adding adjustable transformer tap ratios, phase shifting transformers, switchable shunts, price-responsive demand, ramp rate constrained generators and loads, and fast-start unit commitment. Furthermore, Challenge 2 was a maximization problem while Challenge 1 was a minimization problem. Specifically, the economic surplus, defined as the benefit of serving load minus the cost of generation, is being maximized. It was expected that the objective value of a given solution should be positive, representing economic gain, but negative objectives from poor solutions were possible. The two code submission feature of Challenge 1 was maintained. Additionally, Divisions 3 and 4 within the competition permitted on/off switching of transmission lines (Divisions 1 and 2 did not).
After the initial release of the Problem Formulation on 7/20/2020, ARPA-E Director Lane Genatowski announced Challenge 2 on 9/12/2020. The final May 31, 2021, version of the Problem Formulation was 97 pages long with 299 equations. The Challenge proceeded with 2 non-prize Events and 2 prize Events. Teams receiving Challenge 1 FOA awards and prize money were required to use the prize money to fund their Challenge 2 efforts (Georgia Institute of Technology, Global Optimal Technology, Inc., Lawrence Livermore National Laboratory, Lehigh University, Northwestern University, Artelys, Columbia, Pearl Street Technologies, Pennsylvania State University, and University of Colorado Boulder).
For more information on the competition and challenge 2 see the "GO Competition Challenge 2 Information" resource below.
Challenge 1 and Challenge 3 information can be found in the resources linked below.
Citation Formats
Pacific Northwest National Laboratory. (2024). ARPA-E Grid Optimization (GO) Competition Challenge 2 [data set]. Retrieved from https://dx.doi.org/10.25984/2448433.
Elbert, Stephen, Holzer, Jesse, Veeramany, Arun, Coffrin, Carleton, DeMarco, Christopher, Duthu, Ray, Greene, Scott, Kuchar, Olga, Lesieutre, Bernard, Li, Hanyue, Mak, Terrence, Mittelmann, Hans, O'Neill, Richard, Overbye, Thomas, Tbaileh, Ahmad, Van Hentenryck, Pascal, and Wert, Jessica. ARPA-E Grid Optimization (GO) Competition Challenge 2 . United States: N.p., 20 Sep, 2024. Web. doi: 10.25984/2448433.
Elbert, Stephen, Holzer, Jesse, Veeramany, Arun, Coffrin, Carleton, DeMarco, Christopher, Duthu, Ray, Greene, Scott, Kuchar, Olga, Lesieutre, Bernard, Li, Hanyue, Mak, Terrence, Mittelmann, Hans, O'Neill, Richard, Overbye, Thomas, Tbaileh, Ahmad, Van Hentenryck, Pascal, & Wert, Jessica. ARPA-E Grid Optimization (GO) Competition Challenge 2 . United States. https://dx.doi.org/10.25984/2448433
Elbert, Stephen, Holzer, Jesse, Veeramany, Arun, Coffrin, Carleton, DeMarco, Christopher, Duthu, Ray, Greene, Scott, Kuchar, Olga, Lesieutre, Bernard, Li, Hanyue, Mak, Terrence, Mittelmann, Hans, O'Neill, Richard, Overbye, Thomas, Tbaileh, Ahmad, Van Hentenryck, Pascal, and Wert, Jessica. 2024. "ARPA-E Grid Optimization (GO) Competition Challenge 2 ". United States. https://dx.doi.org/10.25984/2448433. https://data.openei.org/submissions/6197.
@div{oedi_6197, title = {ARPA-E Grid Optimization (GO) Competition Challenge 2 }, author = {Elbert, Stephen, Holzer, Jesse, Veeramany, Arun, Coffrin, Carleton, DeMarco, Christopher, Duthu, Ray, Greene, Scott, Kuchar, Olga, Lesieutre, Bernard, Li, Hanyue, Mak, Terrence, Mittelmann, Hans, O'Neill, Richard, Overbye, Thomas, Tbaileh, Ahmad, Van Hentenryck, Pascal, and Wert, Jessica.}, abstractNote = {The ARPA-E Grid Optimization (GO) Competition Challenge 2, from 2020 to 2021, expanded upon the problem posed in Challenge 1 by adding adjustable transformer tap ratios, phase shifting transformers, switchable shunts, price-responsive demand, ramp rate constrained generators and loads, and fast-start unit commitment. Furthermore, Challenge 2 was a maximization problem while Challenge 1 was a minimization problem. Specifically, the economic surplus, defined as the benefit of serving load minus the cost of generation, is being maximized. It was expected that the objective value of a given solution should be positive, representing economic gain, but negative objectives from poor solutions were possible. The two code submission feature of Challenge 1 was maintained. Additionally, Divisions 3 and 4 within the competition permitted on/off switching of transmission lines (Divisions 1 and 2 did not).
After the initial release of the Problem Formulation on 7/20/2020, ARPA-E Director Lane Genatowski announced Challenge 2 on 9/12/2020. The final May 31, 2021, version of the Problem Formulation was 97 pages long with 299 equations. The Challenge proceeded with 2 non-prize Events and 2 prize Events. Teams receiving Challenge 1 FOA awards and prize money were required to use the prize money to fund their Challenge 2 efforts (Georgia Institute of Technology, Global Optimal Technology, Inc., Lawrence Livermore National Laboratory, Lehigh University, Northwestern University, Artelys, Columbia, Pearl Street Technologies, Pennsylvania State University, and University of Colorado Boulder).
For more information on the competition and challenge 2 see the "GO Competition Challenge 2 Information" resource below.
Challenge 1 and Challenge 3 information can be found in the resources linked below. }, doi = {10.25984/2448433}, url = {https://data.openei.org/submissions/6197}, journal = {}, number = , volume = , place = {United States}, year = {2024}, month = {09}}
https://dx.doi.org/10.25984/2448433
Details
Data from Sep 20, 2024
Last updated Sep 30, 2024
Submitted Sep 23, 2024
Organization
Pacific Northwest National Laboratory
Contact
Stephen Elbert
619.813.4210
Authors
Research Areas
Keywords
energy, power, ACOPF, Unit Commitment, multiperiod, GO Competition, security-constrained optimal power flow, grid, grid optimization, ARPA-E, competition, computational science, model, multiperiod dynamic markets, energy model, optimization, challenge 2DOE Project Details
Project Name ARPA-E Grid Optimization Competition
Project Number CJ0000903