| A critical review of comparative global historical energy consumption and future demand: The story told so far T Ahmad, D Zhang Energy Reports 6, 1973-1991, 2020 | 641 | 2020 |
| Artificial intelligence in sustainable energy industry: Status Quo, challenges and opportunities T Ahmad, D Zhang, C Huang, H Zhang, N Dai, Y Song, H Chen Journal of Cleaner Production 289, 125834, 2021 | 525 | 2021 |
| A review on renewable energy and electricity requirement forecasting models for smart grid and buildings T Ahmad, H Zhang, B Yan Sustainable Cities and Society 55, 102052, 2020 | 342 | 2020 |
| A comprehensive overview on the data driven and large scale based approaches for forecasting of building energy demand: A review T Ahmad, H Chen, Y Guo, J Wang Energy and Buildings 165, 301-320, 2018 | 306 | 2018 |
| Data-driven probabilistic machine learning in sustainable smart energy/smart energy systems: Key developments, challenges, and future research opportunities in the context of … T Ahmad, R Madonski, D Zhang, C Huang, A Mujeeb Renewable and Sustainable Energy Reviews 160, 112128, 2022 | 223 | 2022 |
| Deep learning-based fault diagnosis of variable refrigerant flow air-conditioning system for building energy saving Y Guo, Z Tan, H Chen, G Li, J Wang, R Huang, J Liu, T Ahmad Applied Energy 225, 732-745, 2018 | 168 | 2018 |
| Using the internet of things in smart energy systems and networks T Ahmad, D Zhang Sustainable Cities and Society 68, 102783, 2021 | 145 | 2021 |
| Short and medium-term forecasting of cooling and heating load demand in building environment with data-mining based approaches T Ahmad, H Chen Energy and Buildings 166, 460-476, 2018 | 138 | 2018 |
| A review on machine learning forecasting growth trends and their real-time applications in different energy systems T Ahmad, H Chen Sustainable Cities and Society 54, 102010, 2020 | 137 | 2020 |
| Energetics Systems and artificial intelligence: Applications of industry 4.0 T Ahmad, H Zhu, D Zhang, R Tariq, A Bassam, F Ullah, AS AlGhamdi, ... Energy Reports 8, 334-361, 2022 | 136 | 2022 |
| Review of various modeling techniques for the detection of electricity theft in smart grid environment T Ahmad, H Chen, J Wang, Y Guo Renewable and Sustainable Energy Reviews 82, 2916-2933, 2018 | 132 | 2018 |
| Nonlinear autoregressive and random forest approaches to forecasting electricity load for utility energy management systems T Ahmad, H Chen Sustainable Cities and Society 45, 460-473, 2019 | 125 | 2019 |
| Non-technical loss analysis and prevention using smart meters T Ahmad Renewable and Sustainable Energy Reviews 72, 573-589, 2017 | 125 | 2017 |
| Supervised based machine learning models for short, medium and long-term energy prediction in distinct building environment T Ahmad, H Chen, R Huang, G Yabin, J Wang, J Shair, HMA Akram, ... Energy 158, 17-32, 2018 | 108 | 2018 |
| Potential of three variant machine-learning models for forecasting district level medium-term and long-term energy demand in smart grid environment T Ahmad, H Chen Energy 160, 1008-1020, 2018 | 96 | 2018 |
| Utility companies strategy for short-term energy demand forecasting using machine learning based models T Ahmad, H Chen Sustainable cities and society 39, 401-417, 2018 | 83 | 2018 |
| Demand response for industrial micro-grid considering photovoltaic power uncertainty and battery operational cost C Huang, H Zhang, Y Song, L Wang, T Ahmad, X Luo IEEE Transactions on Smart Grid 12 (4), 3043-3055, 2021 | 74 | 2021 |
| An expert rule-based fault diagnosis strategy for variable refrigerant flow air conditioning systems Y Guo, J Wang, H Chen, G Li, R Huang, Y Yuan, T Ahmad, S Sun Applied Thermal Engineering 149, 1223-1235, 2019 | 74 | 2019 |
| Deep learning for multi-scale smart energy forecasting T Ahmad, H Chen Energy 175, 98-112, 2019 | 71 | 2019 |
| Key technologies for smart energy systems: Recent developments, challenges, and research opportunities in the context of carbon neutrality H Zhu, HH Goh, D Zhang, T Ahmad, H Liu, S Wang, S Li, T Liu, H Dai, ... Journal of Cleaner Production, 129809, 2022 | 68 | 2022 |
