Model predictive control of heating, ventilation, and air conditioning (HVAC) systems: A state-of-the-art review S Taheri, P Hosseini, A Razban Journal of Building Engineering 60, 105067, 2022 | 164 | 2022 |
Learning-based CO2 concentration prediction: Application to indoor air quality control using demand-controlled ventilation S Taheri, A Razban Building and Environment 205, 108164, 2021 | 157 | 2021 |
Fault detection diagnostic for HVAC systems via deep learning algorithms S Taheri, A Ahmadi, B Mohammadi-Ivatloo, S Asadi Energy and Buildings 250, 111275, 2021 | 111 | 2021 |
Long-term planning of integrated local energy systems using deep learning algorithms S Taheri, M Jooshaki, M Moeini-Aghtaie International Journal of Electrical Power & Energy Systems 129, 106855, 2021 | 66 | 2021 |
Deep learning hyperparameter optimization: Application to electricity and heat demand prediction for buildings A Morteza, AA Yahyaeian, M Mirzaeibonehkhater, S Sadeghi, ... Energy and Buildings 289, 113036, 2023 | 51 | 2023 |
A new false data injection attack detection model for cyberattack resilient energy forecasting A Ahmadi, M Nabipour, S Taheri, B Mohammadi-Ivatloo, V Vahidinasab IEEE Transactions on Industrial Informatics 19 (1), 371-381, 2022 | 41 | 2022 |
A bi-level data-driven framework for fault-detection and diagnosis of HVAC systems P Movahed, S Taheri, A Razban Applied Energy 339, 120948, 2023 | 39 | 2023 |
Pandemic-aware day-ahead demand forecasting using ensemble learning A Arjomandi-Nezhad, A Ahmadi, S Taheri, M Fotuhi-Firuzabad, ... IEEE Access 10, 7098-7106, 2022 | 30 | 2022 |
A dagging‐based deep learning framework for transmission line flexibility assessment A Morteza, M Sadipour, RS Fard, S Taheri, A Ahmadi IET Renewable Power Generation 17 (5), 1092-1105, 2023 | 29 | 2023 |
Privacy-preserving federated learning: Application to behind-the-meter solar photovoltaic generation forecasting P Hosseini, S Taheri, J Akhavan, A Razban Energy Conversion and Management 283, 116900, 2023 | 28 | 2023 |
Electricity demand time series forecasting based on empirical mode decomposition and long short-term memory S Taheri, B Talebjedi, T Laukkanen Energy Engineering: Journal of the Association of Energy Engineering 118 (6 …, 2021 | 26 | 2021 |
Stochastic framework for planning studies of energy systems: A case of EHs S Taheri, R Ghoraani, A Pasban, M Moeini‐Aghtaie, A Safdarian IET Renewable Power Generation 14 (3), 435-444, 2020 | 24 | 2020 |
Reliability-based energy scheduling of active buildings subject to renewable energy and demand uncertainty S Taheri, A Akbari, B Ghahremani, A Razban Thermal Science and Engineering Progress 28, 101149, 2022 | 18 | 2022 |
Real-world implementation of a cloud-based MPC for HVAC control in educational buildings S Taheri, AJ Amiri, A Razban Energy Conversion and Management 305, 118270, 2024 | 15 | 2024 |
A novel probabilistic regression model for electrical peak demand estimate of commercial and manufacturing buildings S Taheri, A Razban Sustainable Cities and Society 77, 103544, 2022 | 15 | 2022 |
Decomposition-Based Stacked Bagging Boosting Ensemble for Dynamic Line Rating Forecasting A Ahmadi, S Taheri, R Ghorbani, V Vahidinasab, B Mohammadi-ivatloo IEEE Transactions on Power Delivery 38 (5), 2987-2997, 2023 | 9 | 2023 |
8 years of hourly heat and electricity demand for a residential building S Taheri, M Jooshaki, M Moeini-Aghtaie IEEE Dataport, 2021 | 9 | 2021 |
A Multi-Period Water Network Planning for Industrial Parks; Impact of Design Periods on Park's Flexibility S Taheri arXiv preprint arXiv:2108.01047, 2021 | 3 | 2021 |
Energy Optimization of Heating, Ventilation, and Air Conditioning Systems S Taheri Purdue University, 2024 | | 2024 |
Developing a method to calculate leaks in a compressed air line using time series pressure measurements A Jafarian, S Taheri, E Daniel, A Razban Elsevier, 2022 | | 2022 |