# Energy Management Optimization on Microgrid Energy Management (N=192) Source: [Energy Management Optimization on Microgrid Energy Management (N=192)]() Collection index: [llms.txt]() Data updated: 2026-06-09T10:04:08.506Z Evaluation of Energy Management Optimization strategies using the Microgrid Energy Management dataset (N=192), measured by computation time. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Energy Management Optimization | | Dataset (including any stated split) | Microgrid Energy Management (N=192) | | Metric | Computation time (ms) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 10 of 10 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Computation time (ms)](): Lower is better; unit: TIME. ## Recorded results | Method | Computation time (ms) | Result date | Report paper | | --- | --- | --- | --- | | sMEL-ADMM | 0.7 | Not recorded | 6a279e7c90966ade919bfbe3 | | sMEL-ADMM | 1.3 | Not recorded | 6a279e7c90966ade919bfbe3 | | MEL-ADMM | 11.7 | Not recorded | 6a279e7c90966ade919bfbe3 | | MEL-ADMM | 17.6 | Not recorded | 6a279e7c90966ade919bfbe3 | | IPOPT | 24.3 | Not recorded | 6a279e7c90966ade919bfbe3 | | IPOPT | 26.1 | Not recorded | 6a279e7c90966ade919bfbe3 | | MadNLP | 35.3 | Not recorded | 6a279e7c90966ade919bfbe3 | | MadNLP | 37.6 | Not recorded | 6a279e7c90966ade919bfbe3 | | ADMM | 159.5 | Not recorded | 6a279e7c90966ade919bfbe3 | | ADMM | 215.8 | Not recorded | 6a279e7c90966ade919bfbe3 | ### sMEL-ADMM Computation time (ms): 0.7. Result ID: 6a27e4d6fbc373592c253377. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"1%"}. This record does not assert independent reproduction. ### sMEL-ADMM Computation time (ms): 1.3. Result ID: 6a27e4d6fbc373592c25337c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"0.01%"}. This record does not assert independent reproduction. ### MEL-ADMM Computation time (ms): 11.7. Result ID: 6a27e4d6fbc373592c253376. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"1%"}. This record does not assert independent reproduction. ### MEL-ADMM Computation time (ms): 17.6. Result ID: 6a27e4d6fbc373592c25337b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"0.01%"}. This record does not assert independent reproduction. ### IPOPT Computation time (ms): 24.3. Result ID: 6a27e4d6fbc373592c253373. [Reporting paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"1%"}. This record does not assert independent reproduction. ### IPOPT Computation time (ms): 26.1. Result ID: 6a27e4d6fbc373592c253378. [Reporting paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"0.01%"}. This record does not assert independent reproduction. ### MadNLP Computation time (ms): 35.3. Result ID: 6a27e4d6fbc373592c253374. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"1%"}. This record does not assert independent reproduction. ### MadNLP Computation time (ms): 37.6. Result ID: 6a27e4d6fbc373592c253379. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"0.01%"}. This record does not assert independent reproduction. ### ADMM Computation time (ms): 159.5. Result ID: 6a27e4d6fbc373592c253375. [Reporting paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"1%"}. This record does not assert independent reproduction. ### ADMM Computation time (ms): 215.8. Result ID: 6a27e4d6fbc373592c25337a. [Reporting paper]() Recorded evaluation configuration: {"Optimality gap (g\_opt)":"0.01%"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.