Jayaprakash Rajasekharan
94814929
Elektro E/F, 466, Gløshaugen
Om
Forskning
FME NTRANS
Role of energy systems in the transition to zero-emission society
IntHydro
Intelligent dispatching and optimal operation of cascade hydro power plants based on big spatio-temporal data
COFACTOR
Coincidence factors and peak load of buildings in the Norwegian low carbon society
ADRENALIN
Data-driven applications for optimal energy use
PERSEUS
The PERSEUS Doctoral Programme (DP) aims at fostering the training of highly skilled doctoral researchers in thematic areas of Big Data and Artificial Intelligence, Digital Twins, Internet of Things, Extended Reality and Information and Cyber Security.
Publikasjoner
2026
-
Kruse-Hansen, Jens;
Thorvaldsen, Kasper Emil;
Rajasekharan, Jayaprakash.
(2026)
A Balancing Act: Trapezoidal Ramps and Adherent Baselines in the Nordic Day-Ahead and mFRR Energy Activation Market.
International Conference on the European Energy Market
Vitenskapelig artikkel
-
Lien, Synne Krekling;
Rajasekharan, Jayaprakash.
(2026)
COF-Tool: a supervised method and a tool for building classification and disaggregation of electricity for heating from hourly electricity load profiles from buildings.
Energy Informatics
Vitenskapelig artikkel
-
Pandiyan, Suryavenkatesh;
Rajasekharan, Jayaprakash;
Gros, Sebastien Nicolas.
(2026)
Electric water heater modeling for optimal bidding of aggregated flexibility.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
-
Lien, Synne Krekling;
Walnum, Harald Taxt;
Rajasekharan, Jayaprakash;
Sartori, Igor.
(2026)
Disaggregation of heating energy into domestic hot water and space heating for apartment buildings: A Norwegian case study.
Energy and Buildings
Vitenskapelig artikkel
-
Wang, Jinghao;
Farahmand, Hossein;
Rajasekharan, Jayaprakash;
Arghandeh, Reza.
(2026)
AI-Driven Modelling of Long-Term Hydropower Scheduling: Integrating Scenario Reduction, Adaptive Uncertainty Structures, and Topology-Aware Deep Learning.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
-
Lien, Synne Krekling;
Kotu, Lasya Priya;
Sørensen, Åse Lekang;
Rajasekharan, Jayaprakash.
(2026)
Discover, detect, disaggregate: A data-driven approach to extract electric vehicle charging information from household smart meter data in cold climate.
Smart Energy
Vitenskapelig artikkel
-
Wang, Jinghao;
Yousefi, Mojtaba;
Rajasekharan, Jayaprakash;
Arghandeh, Reza;
Farahmand, Hossein.
(2026)
Optimizing long-term hydrothermal scheduling with adaptive scenario fan selection and inflow prediction in the Nordic region.
Energy and AI
Vitenskapelig artikkel
2025
-
Kaboli, Ali;
Pandiyan, Suryavenkatesh;
Rajasekharan, Jayaprakash.
(2025)
Sobolev-Trained Neural Networks for Reduced-Order Electric Water Heater Modeling.
Vitenskapelig kapittel
-
Pandiyan, Suryavenkatesh;
Rajasekharan, Jayaprakash;
Gros, Sebastien Nicolas.
(2025)
Hierarchical distributed optimization based bidding algorithm for electric water heater flexibility aggregators in nordic energy activation markets.
Applied Energy
Vitenskapelig artikkel
-
Kotu, Lasya Priya;
Rørvik, Ella-Lovise Hammervold;
Rajasekharan, Jayaprakash;
Lindberg, Karen Byskov.
(2025)
Estimation of supermarket flexibility through control of cooling machine with and without pre-cooling.
Sustainable Energy, Grids and Networks
Vitenskapelig artikkel
-
Lien, Synne Krekling;
Sartori, Igor;
Rajasekharan, Jayaprakash.
(2025)
Data-Driven Decomposition of Electricity for Heating from Aggregated Smart Meters from Multiple Buildings.
Vitenskapelig kapittel
-
Pandiyan, Suryavenkatesh;
Sørensen, Åse Lekang;
Walnum, Harald Taxt;
Rajasekharan, Jayaprakash.
(2025)
Implications of smart electric water heaters: a detailed analysis of load profiles and aggregated peak load.
Vitenskapelig kapittel
-
Tolnai, Balázs András;
Ma, Zheng Grace;
Sartori, Igor;
Pandiyan, Suryavenkatesh;
Amos, Matt;
Bengtsson, Gustaf;
Lien, Synne Krekling;
Walnum, Harald Taxt;
Hameed, Akram;
Rajasekharan, Jayaprakash.
(2025)
ADRENALIN: Energy Data Preparation and Validation for HVAC Load Disaggregation in Commercial Buildings.
Vitenskapelig kapittel
-
Lien, Synne Krekling;
Canaydin, Ada;
Miller, Clayton;
Fu, Chun;
Kazmi, Hussain;
Rajasekharan, Jayaprakash.
(2025)
Cross-domain disaggregation of electricity for heating in all-electric school buildings – learning from school buildings with district heating.
Energy and Buildings
Vitenskapelig artikkel
-
Rajasekharan, Jayaprakash;
Midtgård, Ole-Morten;
Cali, Umit;
Valkenburg, Govert;
Fagerli, Ida.
(2025)
Solar home systems and swarm electrification: Decentralized power systems for energy access.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
-
Pandiyan, Suryavenkatesh;
Gros, Sebastien Nicolas;
Rajasekharan, Jayaprakash.
(2025)
Physics informed neural network based multi-zone electric water heater modeling for demand response.
Applied Energy
Vitenskapelig artikkel
2024
-
Lien, Synne Krekling;
Rajasekharan, Jayaprakash.
(2024)
Automatic standard building category classification from smart meter data – A supervised learning approach.
Energy and Buildings
Vitenskapelig artikkel
-
Fuchs, Ida;
Rajasekharan, Jayaprakash;
Cali, Umit.
(2024)
Decentralization, decarbonization and digitalization in swarm electrification.
Energy for Sustainable Development
Vitenskapelig oversiktsartikkel
-
Wang, Jinghao;
Yousefi, Mojtaba;
Rajasekharan, Jayaprakash;
Arghandeh, Reza;
Farahmand, Hossein.
(2024)
Exploring the application of machine-learning techniques in the next generation of long-term hydropower-thermal scheduling.
IET Renewable Power Generation
Vitenskapelig artikkel
2023
-
Yousefi, Mojtaba;
Wang, Jinghao;
Høivik, Øivind Fandrem;
Rajasekharan, Jayaprakash;
Wierling, August Hubert;
Farahmand, Hossein;
Arghandeh, Reza.
(2023)
Short-term inflow forecasting in a dam-regulated river in Southwest Norway using causal variational mode decomposition.
Scientific Reports
Vitenskapelig artikkel
-
Lien, Synne Krekling;
Najafi, Behzad;
Rajasekharan, Jayaprakash.
(2023)
Advances in Machine-Learning Based Disaggregation of Building Heating Loads: A Review.
Lecture Notes in Computer Science (LNCS)
Vitenskapelig oversiktsartikkel
-
Fuchs, Ida;
Balderrama, Sergio;
Crespo del Granado, Pedro Andres;
Quoilin, Sylvain;
Rajasekharan, Jayaprakash.
(2023)
Surplus energy in solar home systems as driver for bottom-up grids: When grids emerge from the edge.
Vitenskapelig kapittel
-
Idries, Ahmed Yousif Mohamed;
Krogstie, John;
Rajasekharan, Jayaprakash.
(2023)
Ecosystem well-being and platform survival in the current energy transition: A case study on the evolution of an EV-charging platform.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Vitenskapelig artikkel
-
Crespo del Granado, Pedro Andres;
Rajasekharan, Jayaprakash;
Pandiyan, Suryavenkatesh;
Tomasgard, Asgeir;
Kara, Güray;
Farahmand, Hossein;
Jaehnert, Stefan.
(2023)
Flexibility Characterization, Aggregation, and Market Design Trends with a High Share of Renewables: a Review.
Current Sustainable/Renewable Energy Reports
Vitenskapelig artikkel
-
Fuchs, Ida;
Balderrama, Sergio;
Quoilin, Sylvain;
Crespo del Granado, Pedro Andres;
Rajasekharan, Jayaprakash.
(2023)
Swarm electrification: Harnessing surplus energy in off-grid solar home systems for universal electricity access.
Energy for Sustainable Development
Vitenskapelig artikkel
2022
-
Yousefi, Mojtaba;
Cheng, Xiaomei;
Gazzea, Michele;
Wierling, August Hubert;
Rajasekharan, Jayaprakash;
Helseth, Arild;
Farahmand, Hossein;
Arghandeh, Reza.
(2022)
Day-ahead inflow forecasting using causal empirical decomposition.
Journal of Hydrology
Vitenskapelig artikkel
-
Idries, Ahmed Yousif Mohamed;
Krogstie, John;
Rajasekharan, Jayaprakash.
(2022)
Challenges in platforming and digitizing decentralized energy services.
Energy Informatics
Vitenskapelig oversiktsartikkel
-
Pandiyan, Surya Venkatesh;
Rajasekharan, Jayaprakash.
(2022)
Recursive training based physics-inspired neural network for electric water heater modeling.
Energy Informatics
Vitenskapelig artikkel
-
Idries, Ahmed Yousif Mohamed;
Krogstie, John;
Rajasekharan, Jayaprakash.
(2022)
Evaluation of Distributed Ledger Technology Implementation in Electrical Energy Service through a Case Study.
Vitenskapelig kapittel
-
Idries, Ahmed Yousif Mohamed;
Krogstie, John;
Rajasekharan, Jayaprakash.
(2022)
Dynamic Capabilities in Electrical Energy Digitalization: A Case from the Norwegian Ecosystem.
Energies
Vitenskapelig artikkel
-
Fuchs, Ida;
Waitz, Anja Myhre;
Lervik, Kari Thorset;
Völler, Steve;
Midtgård, Ole-Morten;
Rajasekharan, Jayaprakash.
(2022)
Optimal Design and Installation of Solar Home Systems for Bottom-up Grids: Comparative Case Studies from Kenya and Norway.
Vitenskapelig kapittel
2021
-
Langseth, Ida Erika Witt;
Rajasekharan, Jayaprakash;
Torsæter, Bendik Nybakk.
(2021)
Voltage Support with Reactive Power from Fast Charging Stations with Local Energy Storage and Production.
Norges teknisk-naturvitenskapelige universitet
Masteroppgave
2014
-
Rajasekharan, Jayaprakash.
(2014)
Optimal Energy Consumption Model for Smart Grid Households With Energy Storage.
IEEE Journal on Selected Topics in Signal Processing
Vitenskapelig artikkel
Tidsskriftspublikasjoner
-
Kruse-Hansen, Jens;
Thorvaldsen, Kasper Emil;
Rajasekharan, Jayaprakash.
(2026)
A Balancing Act: Trapezoidal Ramps and Adherent Baselines in the Nordic Day-Ahead and mFRR Energy Activation Market.
International Conference on the European Energy Market
Vitenskapelig artikkel
-
Lien, Synne Krekling;
Rajasekharan, Jayaprakash.
(2026)
COF-Tool: a supervised method and a tool for building classification and disaggregation of electricity for heating from hourly electricity load profiles from buildings.
Energy Informatics
Vitenskapelig artikkel
-
Lien, Synne Krekling;
Walnum, Harald Taxt;
Rajasekharan, Jayaprakash;
Sartori, Igor.
(2026)
Disaggregation of heating energy into domestic hot water and space heating for apartment buildings: A Norwegian case study.
Energy and Buildings
Vitenskapelig artikkel
-
Lien, Synne Krekling;
Kotu, Lasya Priya;
Sørensen, Åse Lekang;
Rajasekharan, Jayaprakash.
(2026)
Discover, detect, disaggregate: A data-driven approach to extract electric vehicle charging information from household smart meter data in cold climate.
Smart Energy
Vitenskapelig artikkel
-
Pandiyan, Suryavenkatesh;
Rajasekharan, Jayaprakash;
Gros, Sebastien Nicolas.
(2025)
Hierarchical distributed optimization based bidding algorithm for electric water heater flexibility aggregators in nordic energy activation markets.
Applied Energy
Vitenskapelig artikkel
-
Kotu, Lasya Priya;
Rørvik, Ella-Lovise Hammervold;
Rajasekharan, Jayaprakash;
Lindberg, Karen Byskov.
(2025)
Estimation of supermarket flexibility through control of cooling machine with and without pre-cooling.
Sustainable Energy, Grids and Networks
Vitenskapelig artikkel
-
Wang, Jinghao;
Yousefi, Mojtaba;
Rajasekharan, Jayaprakash;
Arghandeh, Reza;
Farahmand, Hossein.
(2026)
Optimizing long-term hydrothermal scheduling with adaptive scenario fan selection and inflow prediction in the Nordic region.
Energy and AI
Vitenskapelig artikkel
-
Lien, Synne Krekling;
Canaydin, Ada;
Miller, Clayton;
Fu, Chun;
Kazmi, Hussain;
Rajasekharan, Jayaprakash.
(2025)
Cross-domain disaggregation of electricity for heating in all-electric school buildings – learning from school buildings with district heating.
Energy and Buildings
Vitenskapelig artikkel
-
Pandiyan, Suryavenkatesh;
Gros, Sebastien Nicolas;
Rajasekharan, Jayaprakash.
(2025)
Physics informed neural network based multi-zone electric water heater modeling for demand response.
Applied Energy
Vitenskapelig artikkel
-
Lien, Synne Krekling;
Rajasekharan, Jayaprakash.
(2024)
Automatic standard building category classification from smart meter data – A supervised learning approach.
Energy and Buildings
Vitenskapelig artikkel
-
Yousefi, Mojtaba;
Cheng, Xiaomei;
Gazzea, Michele;
Wierling, August Hubert;
Rajasekharan, Jayaprakash;
Helseth, Arild;
Farahmand, Hossein;
Arghandeh, Reza.
(2022)
Day-ahead inflow forecasting using causal empirical decomposition.
Journal of Hydrology
Vitenskapelig artikkel
-
Yousefi, Mojtaba;
Wang, Jinghao;
Høivik, Øivind Fandrem;
Rajasekharan, Jayaprakash;
Wierling, August Hubert;
Farahmand, Hossein;
Arghandeh, Reza.
(2023)
Short-term inflow forecasting in a dam-regulated river in Southwest Norway using causal variational mode decomposition.
Scientific Reports
Vitenskapelig artikkel
-
Idries, Ahmed Yousif Mohamed;
Krogstie, John;
Rajasekharan, Jayaprakash.
(2022)
Challenges in platforming and digitizing decentralized energy services.
Energy Informatics
Vitenskapelig oversiktsartikkel
-
Lien, Synne Krekling;
Najafi, Behzad;
Rajasekharan, Jayaprakash.
(2023)
Advances in Machine-Learning Based Disaggregation of Building Heating Loads: A Review.
Lecture Notes in Computer Science (LNCS)
Vitenskapelig oversiktsartikkel
-
Fuchs, Ida;
Rajasekharan, Jayaprakash;
Cali, Umit.
(2024)
Decentralization, decarbonization and digitalization in swarm electrification.
Energy for Sustainable Development
Vitenskapelig oversiktsartikkel
-
Pandiyan, Surya Venkatesh;
Rajasekharan, Jayaprakash.
(2022)
Recursive training based physics-inspired neural network for electric water heater modeling.
Energy Informatics
Vitenskapelig artikkel
-
Rajasekharan, Jayaprakash.
(2014)
Optimal Energy Consumption Model for Smart Grid Households With Energy Storage.
IEEE Journal on Selected Topics in Signal Processing
Vitenskapelig artikkel
-
Idries, Ahmed Yousif Mohamed;
Krogstie, John;
Rajasekharan, Jayaprakash.
(2023)
Ecosystem well-being and platform survival in the current energy transition: A case study on the evolution of an EV-charging platform.
NIKT: Norsk IKT-konferanse for forskning og utdanning
Vitenskapelig artikkel
-
Crespo del Granado, Pedro Andres;
Rajasekharan, Jayaprakash;
Pandiyan, Suryavenkatesh;
Tomasgard, Asgeir;
Kara, Güray;
Farahmand, Hossein;
Jaehnert, Stefan.
(2023)
Flexibility Characterization, Aggregation, and Market Design Trends with a High Share of Renewables: a Review.
Current Sustainable/Renewable Energy Reports
Vitenskapelig artikkel
-
Fuchs, Ida;
Balderrama, Sergio;
Quoilin, Sylvain;
Crespo del Granado, Pedro Andres;
Rajasekharan, Jayaprakash.
(2023)
Swarm electrification: Harnessing surplus energy in off-grid solar home systems for universal electricity access.
Energy for Sustainable Development
Vitenskapelig artikkel
-
Wang, Jinghao;
Yousefi, Mojtaba;
Rajasekharan, Jayaprakash;
Arghandeh, Reza;
Farahmand, Hossein.
(2024)
Exploring the application of machine-learning techniques in the next generation of long-term hydropower-thermal scheduling.
IET Renewable Power Generation
Vitenskapelig artikkel
-
Idries, Ahmed Yousif Mohamed;
Krogstie, John;
Rajasekharan, Jayaprakash.
(2022)
Dynamic Capabilities in Electrical Energy Digitalization: A Case from the Norwegian Ecosystem.
Energies
Vitenskapelig artikkel
Del av bok/rapport
-
Kaboli, Ali;
Pandiyan, Suryavenkatesh;
Rajasekharan, Jayaprakash.
(2025)
Sobolev-Trained Neural Networks for Reduced-Order Electric Water Heater Modeling.
Vitenskapelig kapittel
-
Lien, Synne Krekling;
Sartori, Igor;
Rajasekharan, Jayaprakash.
(2025)
Data-Driven Decomposition of Electricity for Heating from Aggregated Smart Meters from Multiple Buildings.
Vitenskapelig kapittel
-
Pandiyan, Suryavenkatesh;
Sørensen, Åse Lekang;
Walnum, Harald Taxt;
Rajasekharan, Jayaprakash.
(2025)
Implications of smart electric water heaters: a detailed analysis of load profiles and aggregated peak load.
Vitenskapelig kapittel
-
Tolnai, Balázs András;
Ma, Zheng Grace;
Sartori, Igor;
Pandiyan, Suryavenkatesh;
Amos, Matt;
Bengtsson, Gustaf;
Lien, Synne Krekling;
Walnum, Harald Taxt;
Hameed, Akram;
Rajasekharan, Jayaprakash.
(2025)
ADRENALIN: Energy Data Preparation and Validation for HVAC Load Disaggregation in Commercial Buildings.
Vitenskapelig kapittel
-
Fuchs, Ida;
Balderrama, Sergio;
Crespo del Granado, Pedro Andres;
Quoilin, Sylvain;
Rajasekharan, Jayaprakash.
(2023)
Surplus energy in solar home systems as driver for bottom-up grids: When grids emerge from the edge.
Vitenskapelig kapittel
-
Idries, Ahmed Yousif Mohamed;
Krogstie, John;
Rajasekharan, Jayaprakash.
(2022)
Evaluation of Distributed Ledger Technology Implementation in Electrical Energy Service through a Case Study.
Vitenskapelig kapittel
-
Fuchs, Ida;
Waitz, Anja Myhre;
Lervik, Kari Thorset;
Völler, Steve;
Midtgård, Ole-Morten;
Rajasekharan, Jayaprakash.
(2022)
Optimal Design and Installation of Solar Home Systems for Bottom-up Grids: Comparative Case Studies from Kenya and Norway.
Vitenskapelig kapittel
Studentoppgave eller avhandling
-
Pandiyan, Suryavenkatesh;
Rajasekharan, Jayaprakash;
Gros, Sebastien Nicolas.
(2026)
Electric water heater modeling for optimal bidding of aggregated flexibility.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
-
Wang, Jinghao;
Farahmand, Hossein;
Rajasekharan, Jayaprakash;
Arghandeh, Reza.
(2026)
AI-Driven Modelling of Long-Term Hydropower Scheduling: Integrating Scenario Reduction, Adaptive Uncertainty Structures, and Topology-Aware Deep Learning.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
-
Rajasekharan, Jayaprakash;
Midtgård, Ole-Morten;
Cali, Umit;
Valkenburg, Govert;
Fagerli, Ida.
(2025)
Solar home systems and swarm electrification: Decentralized power systems for energy access.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandling
-
Langseth, Ida Erika Witt;
Rajasekharan, Jayaprakash;
Torsæter, Bendik Nybakk.
(2021)
Voltage Support with Reactive Power from Fast Charging Stations with Local Energy Storage and Production.
Norges teknisk-naturvitenskapelige universitet
Masteroppgave
Undervisning
Emner
Formidling
2025
-
KonferanseforedragLien, Synne Krekling; Sartori, Igor; Rajasekharan, Jayaprakash. (2025) Data-Driven Decomposition of Electricity for Heating from Aggregated Smart Meters from Multiple Buildings. 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)
2022
-
KonferanseforedragIdries, Ahmed Yousif Mohamed; Krogstie, John; Rajasekharan, Jayaprakash. (2022) Evaluation of Distributed Ledger Technology Implementation in Electrical Energy Service through a Case Study. IEEE International Smart Cities Conference (ISC2)
-
KonferanseforedragWang, Jinghao; Yousefi, Mojtaba; Cheng, Xiaomei; Rajasekharan, Jayaprakash; Arghandeh, Reza; Pan, Xueping; Farahmand, Hossein. (2022) Self-organizing maps for scenario reduction in long-term hydropower scheduling. IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society
-
KonferanseforedragYang, Shuangshuang; Sun, Xiaorong; Pan, Xueping; Xu, Qijie; Xu, Yi; Farahmand, Hossein; Rajasekharan, Jayaprakash. (2022) Multi-objective Day-ahead Scheduling of Regional Integrated Energy Systems Considering Energy Sharing. 2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)
-
KonferanseposterFuchs, Ida; Waitz, Anja Myhre; Lervik, Kari Thorset; Midtgård, Ole-Morten; Völler, Steve; Rajasekharan, Jayaprakash. (2022) Optimal Design and Installation of Solar Home Systems for Bottom-up Grids: Comparative Case Studies from Kenya and Norway. 8th World Conference on Photovoltaic Energy Conversion
-
ForedragLien, Synne Krekling; Rajasekharan, Jayaprakash. (2022) COFACTOR: Machine learning for load segregation. COFACTOR Partnermøte
2021
-
Foredrag