Identification of typical building daily electricity usage profiles using Gaussian mixture model-based clustering and hierarchical clustering K Li, Z Ma, D Robinson, J Ma Applied Energy 231, 331-342, 2018 | 132 | 2018 |
Experimental investigation on thermal characteristics of transcritical CO2 heat pump unit combined with thermal energy storage for residential heating Z Wang, F Wang, G Li, M Song, Z Ma, H Ren, K Li Applied Thermal Engineering 165, 114505, 2020 | 48 | 2020 |
Building energy performance assessment using volatility change based symbolic transformation and hierarchical clustering Z Ma, R Yan, K Li, N Nord Energy and Buildings 166, 284-295, 2018 | 40 | 2018 |
A data-driven strategy to forecast next-day electricity usage and peak electricity demand of a building portfolio using cluster analysis, Cubist regression models and Particle … K Li, Z Ma, D Robinson, W Lin, Z Li Journal of Cleaner Production 273, 123115, 2020 | 37 | 2020 |
An agglomerative hierarchical clustering-based strategy using Shared Nearest Neighbours and multiple dissimilarity measures to identify typical daily electricity usage profiles … K Li, RJ Yang, D Robinson, J Ma, Z Ma Energy 174, 735-748, 2019 | 32 | 2019 |
A new strategy to benchmark and evaluate building electricity usage using multiple data mining technologies K Li, Y Sun, D Robinson, J Ma, Z Ma Sustainable Energy Technologies and Assessments 40, 100770, 2020 | 25 | 2020 |
Techno-economic evaluation of a frost-free air source heat pump water heater Z Wang, G Li, F Wang, K Li, Y Lou Sustainable Cities and Society 57, 102102, 2020 | 23 | 2020 |
A data driven performance assessment strategy for centralized chiller systems using data mining techniques and domain knowledge MB Awan, K Li, Z Li, Z Ma Journal of Building Engineering 41, 102751, 2021 | 11 | 2021 |
Solar thermal energy storage using paraffins as phase change materials for air conditioning in the built environment W Lin, Z Ma, H Ren, J Liu, K Li Paraffin Overv, 1-15, 2020 | 9 | 2020 |
Energy-oriented Control Retrofit for Existing HVAC system adopting data-driven MPC-Methodology, Implementation and Field test B Yue, B Su, F Xiao, A Li, K Li, S Li, R Yan, Q Lian, A Li, Y Li, X Fang, ... Energy and Buildings, 113286, 2023 | 5 | 2023 |
A dynamic simulation platform for fault modelling and characterisation of building integrated photovoltaics W Lin, Z Ma, K Li, VV Tyagi, AK Pandey Renewable Energy 179, 963-981, 2021 | 5 | 2021 |
Using evidence accumulation-based clustering and symbolic transformation to group multiple buildings based on electricity usage patterns K Li, Z Ma, D Robinson, J Ma Sustainability in Energy and Buildings: Proceedings of SEB 2019, 61-71, 2019 | 3 | 2019 |
重庆地区农村住宅地面温度及防结露模拟研究 李克骅, 唐鸣放 建筑科学 30 (8), 100-105, 2014 | 3* | 2014 |
Research on the semantic web representation for building operation with Variable Refrigerant Flow systems J Li, N Li, B Yue, R Yan, K Farruh, A Li, K Li Journal of Building Engineering 56, 104792, 2022 | 1 | 2022 |
A two-level clustering strategy for energy performance evaluation of university buildings K Li, Z Ma, D Robinson, J Ma The 4th International Conference on Building Energy and Environment (COBEE …, 2018 | 1 | 2018 |
The performance of different unsteady Reynolds-averaged Navier-Stokes models mined by Fuzzy C-means algorithm with Fourier coefficient-based distance on the constructed vortex … F Du, H Shen, Z Ma, K Li, K Liu Journal of Asian Architecture and Building Engineering 23 (1), 294-312, 2024 | | 2024 |
Research on Brick Schema Representation for Building Operation with Variable Refrigerant Flow Systems J Li, N Li, R Yan, K Farruh, A Li, K Li arXiv preprint arXiv:2108.07037, 2021 | | 2021 |
Energy performance assessment of campus buildings using data mining technologies K Li | | 2020 |