# HVAC

Source: [HVAC](<https://www.sota2.com/research/dataset/hvac>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

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.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Explainable MPC on Building Energy Management HVAC](<https://www.sota2.com/research/sota/explainable-mpc-on-building-energy-management-hvac.md>): Explainable MPC; Building Energy Management HVAC.

- [Multi-zone HVAC Control on Multi-zone Building HVAC Simulation (winter setting)](<https://www.sota2.com/research/sota/multi-zone-hvac-control-on-multi-zone-building-hvac-simulation-winter-setting.md>): Multi-zone HVAC Control; Multi-zone Building HVAC Simulation (winter setting).

- [Differentiable Planning on HVAC instance 20](<https://www.sota2.com/research/sota/differentiable-planning-on-hvac-instance-20.md>): Differentiable Planning; HVAC instance 20.

- [Differentiable Planning on HVAC instance 10](<https://www.sota2.com/research/sota/differentiable-planning-on-hvac-instance-10.md>): Differentiable Planning; HVAC instance 10.

- [Speech Reconstruction on Combined HVAC and VCTK 500 Hz to 8 kHz upsampling 8.33-hour (test)](<https://www.sota2.com/research/sota/speech-reconstruction-on-combined-hvac-and-vctk-500-hz-to-8-khz-upsampling-8-33-hour-test.md>): Speech Reconstruction; Combined HVAC and VCTK 500 Hz to 8 kHz upsampling 8.33-hour (test).

- [Speech Reconstruction on Combined HVAC and VCTK 1 kHz to 8 kHz upsampling 8.33-hour (test)](<https://www.sota2.com/research/sota/speech-reconstruction-on-combined-hvac-and-vctk-1-khz-to-8-khz-upsampling-8-33-hour-test.md>): Speech Reconstruction; Combined HVAC and VCTK 1 kHz to 8 kHz upsampling 8.33-hour (test).

- [Speech Reconstruction on Combined HVAC and VCTK 2 kHz to 8 kHz upsampling 8.33-hour (test)](<https://www.sota2.com/research/sota/speech-reconstruction-on-combined-hvac-and-vctk-2-khz-to-8-khz-upsampling-8-33-hour-test.md>): Speech Reconstruction; Combined HVAC and VCTK 2 kHz to 8 kHz upsampling 8.33-hour (test).

- [HVAC Scheduling Optimization on HVAC Demand Response Profile 2](<https://www.sota2.com/research/sota/hvac-scheduling-optimization-on-hvac-demand-response-profile-2.md>): HVAC Scheduling Optimization; HVAC Demand Response Profile 2.

- [Anomaly Detection on HVAC equipment data 90-day horizon v1.0 (test)](<https://www.sota2.com/research/sota/anomaly-detection-on-hvac-equipment-data-90-day-horizon-v1-0-test.md>): Anomaly Detection; HVAC equipment data 90-day horizon v1.0 (test).

- [Anomaly Detection on HVAC equipment data 60-day horizon v1.0 (test)](<https://www.sota2.com/research/sota/anomaly-detection-on-hvac-equipment-data-60-day-horizon-v1-0-test.md>): Anomaly Detection; HVAC equipment data 60-day horizon v1.0 (test).

- [Anomaly Detection on HVAC equipment data 30-day horizon v1.0 (test)](<https://www.sota2.com/research/sota/anomaly-detection-on-hvac-equipment-data-30-day-horizon-v1-0-test.md>): Anomaly Detection; HVAC equipment data 30-day horizon v1.0 (test).