Research Explorer

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Researcher

Nasrin Sadeghianpourhamami

Awards & Distinctions

11 Results

2020

Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning

Nasrin SadeghianpourhamamiJohannes DeleuChris Develder

A1 Journal Article in IEEE TRANSACTIONS ON SMART GRID

2019

Bayesian cylindrical data modeling using Abe-Ley mixtures

Nasrin SadeghianpourhamamiDries BenoitDirk DeschrijverChris Develder

A1 Journal Article in APPLIED MATHEMATICAL MODELLING

Reduced state space and cost function in reinforcement learning for demand response control of multiple EV charging stations

Manu LahariyaNasrin SadeghianpourhamamiChris Develder

2018

Achieving scalable model-free demand response in charging an electric vehicle fleet with reinforcement learning

Nasrin SadeghianpourhamamiJohannes DeleuChris Develder

Data-driven statistical modeling and reinforcement learning based control of flexibility in domestic and electric vehicle power consumption

Nasrin SadeghianpourhamamiChris Develder

Modeling real-world flexibility of residential power consumption : exploring the cylindrical WeiSSVM distribution

Nasrin SadeghianpourhamamiDries F. BenoitDirk DeschrijverChris Develder

Quantitive analysis of electric vehicle flexibility : a data-driven approach

Nasrin SadeghianpourhamamiN. RefaMatthias StrobbeChris Develder

A1 Journal Article in INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

2017

Comprehensive feature selection for appliance classification in NILM

Nasrin SadeghianpourhamamiJoeri RuyssinckDirk DeschrijverTom DhaeneChris Develder

A1 Journal Article in ENERGY AND BUILDINGS

2016

Modeling and analysis of residential flexibility: timing of white good usage

Nasrin SadeghianpourhamamiThomas DemeesterDries BenoitMatthias StrobbeChris Develder

A1 Journal Article in APPLIED ENERGY

Quantifying flexibility in EV charging as DR potential : analysis of two real-world data sets

Chris DevelderNasrin SadeghianpourhamamiMatthias StrobbeN Refa

Real-world user flexibility of energy consumption: two-stage generative model construction

Nasrin SadeghianpourhamamiMatthias StrobbeChris Develder