- Fault diagnosis for cross-building energy systems based on transfer learning and model interpretation. Dans: Journal of Building Engineering, v. 91 (août 2024). (2024):
- An efficient sensor and thermal coupling fault diagnosis methodology for building energy systems. Dans: Energy and Buildings, v. 296 (octobre 2023). (2023):
- Performance evaluation of short-term cross-building energy predictions using deep transfer learning strategies. Dans: Energy and Buildings, v. 275 (novembre 2022). (2022):
- A statistical-based online cross-system fault detection method for building chillers. Dans: Building Simulation, v. 15, n. 8 (25 mars 2022). (2022):
- Impacts of data uncertainty on the performance of data-driven-based building fault diagnosis. Dans: Journal of Building Engineering, v. 43 (novembre 2021). (2021):
- Transfer learning-based strategies for fault diagnosis in building energy systems. Dans: Energy and Buildings, v. 250 (novembre 2021). (2021):
- An improved stacking ensemble learning-based sensor fault detection method for building energy systems using fault-discrimination information. Dans: Journal of Building Engineering, v. 43 (novembre 2021). (2021):
- Hourly energy consumption prediction of an office building based on ensemble learning and energy consumption pattern classification. Dans: Energy and Buildings, v. 241 (juin 2021). (2021):
- Improvement of the energy evaluation methodology of individual office building with dynamic energy grading system. Dans: Sustainable Cities and Society, v. 58 (juillet 2020). (2020):
- An improved fault detection method for incipient centrifugal chiller faults using the PCA-R-SVDD algorithm. Dans: Energy and Buildings, v. 116 (mars 2016). (2016):
- Identification and isolation of outdoor fouling faults using only built-in sensors in variable refrigerant flow system: A data mining approach. Dans: Energy and Buildings, v. 146 (juillet 2017). (2017):
- Energy diagnosis of variable refrigerant flow (VRF) systems: Data mining technique and statistical quality control approach. Dans: Energy and Buildings, v. 175 (septembre 2018). (2018):
- Data-driven and association rule mining-based fault diagnosis and action mechanism analysis for building chillers. Dans: Energy and Buildings, v. 216 (juin 2020). (2020):
- An efficient online wkNN diagnostic strategy for variable refrigerant flow system based on coupled feature selection method. Dans: Energy and Buildings, v. 183 (janvier 2019). (2019):