Research Interests
Solar PV systems, Rooftop PV applications, Solar resource variability assessment, Application of AI/ML/Fintech to renewable energy, Grid-connected renewable energy systems, Potential estimation, grid integration issues and long-term planning, Energy systems modelling for clean energy transition
BioSketch
Research
Effect of PV power forecast error on the frequency of a standalone microgrid system
2024
Gupta, P. and Singh, R.* | AIP Publishing
Journal: Journal of Renewable and Sustainable Energy
Energy storage potential of used electric vehicle batteries for supporting renewable energy generation in India
2024
Chauhan, R., Santran, R., Obrecht, M. and Singh, R.* | Elsevier
Journal: Energy for Sustainable Development
Explicit representation of S-shaped and standard VI curve of illuminated solar cell
2024
Das, A.K. and Singh, R.* | Elsevier
Journal: Renewable Energy Pages: 120899 , Volumes: 231 ,
Impact of battery swapping in the passenger sector: EV adoption, emissions, and energy mix
2024
Patel, M., Arora, P.*, Singh, R., Mahapatra, D., Chaturvedi, V. and Saini, S.K. | Elsevier
Journal: Energy Pages: 131393 , Volumes: 298 ,
Theoretical derivation of super-ellipse model as approximation of physics-based implicit model for solar PV
2024
Das, A.K. and Singh, R.* | Elsevier
Journal: Solar Energy Pages: 112551 , Volumes: 274 ,
Understanding vehicle demand dynamics in Indian road transport: A qualitative framework
2024
Santran, R. and Singh, R.* | Wiley
Journal: Systems Research and Behavioral Science Pages: 623-639 , Volumes: 41(4) ,
Prospects of solar-powered nitrogenous fertilizers
2023
Srivastava, N., Saquib, M., Rajput, P., Bhosale, A.C., Singh, R. and Arora, P.* | Elsevier
Journal: Renewable and Sustainable Energy Reviews Pages: 113691 , Volumes: 187 ,
Carbon Pricing Impact Evaluation on Transport Sector: A Comparative Analysis for India
2023
Patel, M., Singh, R., Arora, P.* and Mahapatra, D. | IACE
Journal: Chemical Engineering Transactions Pages: 811-816 , Volumes: 103 ,
Forecasting hourly day-ahead solar photovoltaic power generation by assembling a new adaptive multivariate data analysis with a long short-term memory network
2023
Gupta, P. and Singh, R.* | Elsevier
Journal: Sustainable Energy, Grids and Networks Pages: 101133 , Volumes: 35 ,
Combining a deep learning model with multivariate empirical mode decomposition for hourly global horizontal irradiance forecasting
2023
Gupta, P. and Singh, R.* | Elsevier
Journal: Renewable Energy Pages: 908-927 , Volumes: 206 ,
Combining simple and less time complex ML models with multivariate empirical mode decomposition to obtain accurate GHI forecast
2023
Gupta, P. and Singh, R.* | Elsevier
Journal: Energy Pages: 125844 , Volumes: 263 ,
Study of hourly site-pair correlations of the clear-sky index and its predictor variables for long-term resource planning of solar cities
2022
Singh, R.* and Gautam, J. | Taylor & Francis
Journal: International Journal of Ambient Energy Pages: 7218-7228 , Volumes: 43(1) ,
PV power forecasting based on data-driven models: a review
2021
Gupta, P. and Singh, R.* | Taylor & Francis
Journal: International Journal of Sustainable Engineering Pages: 1733-1755 , Volumes: 14(6) ,
Solar-city plans with large-scale energy storage: Metrics to assess the ability to replace fossil-fuel based power
2021
Singh, R.* | Elsevier
Journal: Sustainable Energy Technologies and Assessments Pages: 101065 , Volumes: 44 ,
Approximate rooftop solar PV potential of Indian cities for high-level renewable power scenario planning
2020
Singh, R.* | Elsevier
Journal: Sustainable Energy Technologies and Assessments Pages: 100850 , Volumes: 42 ,
Energy sufficiency aspirations of India and the role of renewable resources: Scenarios for future
2018
Singh, R.* | Elsevier
Journal: Renewable and Sustainable Energy Reviews Pages: 2783-2795 , Volumes: 81(2) ,
Impact of Large-Scale Rooftop Solar PV Integration: An Algorithm for Hydrothermal-Solar Scheduling (HTSS)
2017
Singh, R.* and Banerjee, R. | Elsevier
Journal: Solar Energy Pages: 988-1004 , Volumes: 157 ,
Impact of Solar Panel Orientation on Large Scale Rooftop Solar Photovoltaic Scenario for Mumbai.
2016
Singh, R.* and Banerjee, R. | Elsevier
Journal: Energy Procedia Pages: 401-411 , Volumes: 90 ,
Estimation of rooftop solar photovoltaic potential of a city
2015
Singh, R.* and Banerjee, R. | Elsevier
Journal: Solar Energy Pages: 589-602 , Volumes: 115 ,
Honors And Awards
Teaching Engagements
Students
Dynamics of Low-Carbon Transportation Growth in India: Battery Electric Vehicles vs. H2-Powered Vehicles
29 Dec 2021 - Present
Other Supervisors: , Scholar: Ram Santran
Explicit Analytical Model for Voltage- Current Characteristics of Illuminated Solar PV Module
20 Apr 2022 - Present
Other Supervisors: , Scholar: Abhik Kumar Das
Incorporating Distributed Generation and Demand Side Resources in Distribution Resource Planning
31 Jul 2020 - Present
Other Supervisors: , Scholar: Souvik Roy
Consumer Engagement for Demand Side Management and Smart Grid Transition in Indian Context
31 Jul 2020 - Present
Other Supervisors: , Scholar: Robins Anto
Integrated Assessment Modelling for Sustainable Transportation
02 Jan 2020 - Present
Other Supervisors: Dr Pratham Arora, Dr Diptiranjan Mahapatra, Scholar: Meenakshi Patel
Solar resource variability assessment and forecasting for PV applications
01 Jul 2019 - Present
Other Supervisors: , Scholar: Priya Gupta
Energy storage potential of used electric vehicle batteries for renewable energy generation in India
15 Jun 2021 - 07 Feb 2023
Other Supervisors: , Scholar: Rajat Chauhan
Optimization and Congestion Management in Peer-to-Peer Energy Trading Network
01 Jul 2020 - 24 May 2021
Other Supervisors: , Scholar: Arun Singh Mehra
Analysis of variability in power generation from solar PV systems
01 Jun 2020 - 30 Jun 2021
Other Supervisors: , Scholar: Manoj Singh Bisht
Metaheuristic optimization of short-term hydrothermal-solar scheduling
01 Jun 2020 - 30 Jun 2021
Other Supervisors: , Scholar: Tathagata Biswas
Study of hourly solar radiation site-pair correlations for long term resource planning
01 Jul 2019 - 30 Jun 2020
Other Supervisors: , Scholar: Jatin
Analytical study of built-up areas for rooftop solar PV installation
01 Jul 2019 - 30 Jun 2020
Other Supervisors: Dr. Avlokita Agrawal, Scholar: Praveen Kumar
Development and simulation of structural components of self-cleaning mechanisms for solar PV panels
01 Jul 2019 - 30 Jun 2020
Other Supervisors: , Scholar: Shubham Jain
Assessment of viability of utility-scale solar PV in province-2 of Nepal using system dynamics
01 Jul 2019 - 30 Jun 2020
Other Supervisors: , Scholar: Swatantra Kumar Karna
Miscellaneous