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Researcher
Manu Lahariya
Profile
Projects
Publications & Research Data
Activities
Awards & Distinctions
Patents
10
Results
2023
A data-driven optimization framework for industrial demand-side flexibility
Carlo Manna
Manu Lahariya
Karami Farzaneh
Chris Develder
A1
Journal Article
in
ENERGY
2023
Physics-informed LSTM network for flexibility identification in evaporative cooling system
Manu Lahariya
Karami Farzaneh
Chris Develder
Guillaume Crevecoeur
A1
Journal Article
in
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
2023
Physics-informed machine learning based identification and reinforcement learning based control of flexibility in smart grid applications
Manu Lahariya
Chris Develder
Bert Claessens
Dissertation
2023
Real-world implementation of reinforcement learning based energy coordination for a cluster of households
Gargya Gokhale
Niels Tiben
Marie-Sophie Verwee
Manu Lahariya
Bert Claessens
Chris Develder
P1
Conference
2023
2022
A Q-learning based demand response algorithm for industrial processes with flexibility
Karami Farzaneh
Manu Lahariya
Guillaume Crevecoeur
Bookchapter
in
Handbook of smart energy systems
2022
Learning physics-informed simulation models for soft robotic manipulation : a case study with dielectric elastomer actuators
Manu Lahariya
Craig Innes
Chris Develder
Subramanian Ramamoorthy
P1
Conference
2022
2021
Physics-informed recurrent neural networks for the identification of a generic energy buffer system
Manu Lahariya
Karami Farzaneh
Chris Develder
Guillaume Crevecoeur
C1
Conference
2021
2020
Defining a synthetic data generator for realistic electric vehicle charging sessions
Manu Lahariya
Dries Benoit
Chris Develder
C1
Conference
2020
Synthetic data generator for electric vehicle charging sessions : modeling and evaluation using real-world data
Manu Lahariya
Dries Benoit
Chris Develder
A1
Journal Article
in
ENERGIES
2020
2019
Reduced state space and cost function in reinforcement learning for demand response control of multiple EV charging stations
Manu Lahariya
Nasrin Sadeghianpourhamami
Chris Develder
P1
Conference
2019