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Vikas Chandan

Physics-constrained deep learning of multi-zone building thermal dynamics
2021 · Ján Drgoňa, Aaron R. Tuor, et al. · Energy and Buildings · 187
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Sequence-to-sequence neural networks for short-term electrical load forecasting in commercial office buildings
2020 · Elliott Skomski, Joon-Yong Lee, et al. · Energy and Buildings · 69
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Decentralized predictive thermal control for buildings
2014 · Vikas Chandan, Andrew G. Alleyne · Journal of Process Control · 45
Physics-constrained graph modeling for building thermal dynamics
2024 · Ziyao Yang, Amol D. Gaidhane, et al. · Energy and AI · 44
An IoT-Based Data Driven Precooling Solution for Electricity Cost Savings in Commercial Buildings
2019 · Arun Vishwanath, Vikas Chandan, et al. · IEEE Internet of Things Journal · 44
A Data Driven Pre-cooling Framework for Energy Cost Optimization in Commercial Buildings
2017 · Arun Vishwanath, Vikas Chandan, et al. · ACM International Conference on Future Energy Systems (e-Energy) · 29
Optimal Partitioning for the Decentralized Thermal Control of Buildings
2012 · Vikas Chandan, Andrew Alleyne · IEEE Transactions on Control Systems Technology · 28
iDR: consumer and grid friendly demand response system
2014 · Vikas Chandan, Tanuja Ganu, et al. · ACM International Conference on Future Energy Systems (e-Energy) · 26
Demand Response for Thermal Fairness in District Heating Networks
2018 · Saptarshi Bhattacharya, Vikas Chandan, et al. · IEEE Transactions on Sustainable Energy · 22
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Methodologies for effective demand response messaging
2015 · Mohit Jain, Vikas Chandan, et al. · IEEE International Conference on Smart Grid Communications (SmartGridComm) · 21
Peak Power Minimization for Commercial Thermostatically Controlled Loads in Multi-Unit Grid-Interactive Efficient Buildings
2022 · Syed Ahsan Raza Naqvi, Koushik Kar, et al. · IEEE Transactions on Sustainable Energy · 20
Minimizing energy costs of commercial buildings in developing countries
2016 · Kumar Saurav, Heena Bansal, et al. · IEEE International Conference on Smart Grid Communications (SmartGridComm) · 20
A Learning Framework for Control-Oriented Modeling of Buildings
2017 · Javier Rubio-Herrero, Vikas Chandan, et al. · International Conference on Machine Learning and Applications · 16
Non-intrusive estimation and prediction of residential AC energy consumption
2016 · Milan Jain, Amarjeet Singh, et al. · IEEE International Conference on Pervasive Computing and Communications · 16
Incentives and targeting policies for automated demand response contracts
2015 · Marilena Minou, George D. Stamoulis, et al. · IEEE International Conference on Smart Grid Communications (SmartGridComm) · 16
Transfer-Learnt Models for Predicting Electricity Consumption in Buildings with Limited and Sparse Field Data
2021 · Milan Jain, Khushboo Gupta, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 14
Portable+: A Ubiquitous And Smart Way Towards Comfortable Energy Savings
2017 · Milan Jain, Amarjeet Singh, et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 14
Modeling and control of hydronic building HVAC systems
2010 · Vikas Chandan · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · 14
Beyond Control: Enabling Smart Thermostats for Leakage Detection
2019 · Milan Jain, Mridula Gupta, et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 13
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Gray-Box Approach for Thermal Modelling of Buildings for Applications in District Heating and Cooling Networks
2017 · Kumar Saurav, Vikas Chandan · ACM International Conference on Future Energy Systems (e-Energy) · 13
Short Paper: Data Driven Pre-cooling for Peak Demand Reduction in Commercial Buildings
2015 · Vikas Chandan, Arun Vishwanath, et al. · ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys) · 13
Enabling real-world deployment of data driven pre-cooling in smart buildings
2018 · Arun Vishwanath, Saverio Tripodi, et al. · IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) · 10
Decentralized architectures for thermal control of buildings
2012 · V. Chandan, A. G. Alleyne · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 10
Online Learning for Commercial Buildings
2019 · Jin Dong, Thiagarajan Ramachandran, et al. · ACM International Conference on Future Energy Systems (e-Energy) · 8
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A context vector regression based approach for demand forecasting in district heating networks
2015 · Subendhu Rongali, Anamitra R. Choudhury, et al. · IEEE Innovative Smart Grid Technologies-Asia · 8
Works count: 74
Citation count: 826
H-index: 15
I10-index: 23
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