Research Explorer

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Researcher

Nezmin Kayedpour

Publications & Research Data

Awards & Distinctions

35 Results

2025

Assessment of the impact of active tower dampers on tower oscillations in offshore wind turines

Ali SadeghiNezmin KayedpourKurt StockmanJeroen De Kooning

Estimating tower vibrations with data-driven models : possibility of optimizing control actions to reduce loads on wind turbine

Jalal HeidariNezmin KayedpourLieven VandeveldeGuillaume Crevecoeur

Hybrid modeling of industrial steam networks using physics-augmented and hamiltonian neural networks

Nezmin KayedpourGuillaume Crevecoeur

Physics-based, data-augmented model for wind turbine control design

Jalal HeidariNezmin KayedpourLieven VandeveldeGuillaume Crevecoeur

Speed and position measurement of rotating machinery with a triangular pattern vision encoder

Yentl ThielemansNezmin KayedpourAnnelies CoeneGuillaume CrevecoeurJeroen De Kooning

A1 Journal Article in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Virtual sensing of wind turbine loads with multi‐hidden markov models for above‐rated wind speeds

Ahmed HassanVictor VantilborghNezmin KayedpourTom LefebvreAnnelies CoeneGuillaume Crevecoeur

A1 Journal Article in WIND ENERGY

2024

An optimal operation strategy for collaborative flexibility provision of a carbon capture and utilization process with wind energy

Arash Ebneali SamaniNezmin KayedpourFarjam KayedpourJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

An optimal wind farm operation strategy for the provision of frequency containment reserve incorporating active wake control

Nezmin KayedpourJeroen De KooningArash Ebneali SamaniFarjam KayedpourLieven VandeveldeGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON SUSTAINABLE ENERGY

An optimal wind farm operation strategy for the provision of frequency containment reserve incorporating active wake control

Nezmin KayedpourJeroen De KooningArash Ebneali SamaniFarjam KayedpourLieven VandeveldeGuillaume Crevecoeur

Diffusion-based reinforcement learning for flexibility improvement in energy management systems

Siebe PaesschesooneNezmin KayedpourCarlo MannaGuillaume Crevecoeur

Improving energy flexibility in photovoltaic-battery systems through switching reinforcement learning control

Siebe PaesschesooneNezmin KayedpourCarlo MannaGuillaume Crevecoeur

Improving energy flexibility in photovoltaic-battery systems through switching reinforcement learning control

Siebe PaesschesooneNezmin KayedpourCarlo MannaGuillaume Crevecoeur

Navigating towards a sustainable energy future : overbuilding renewables and hydrogen integration strategies

Nezmin KayedpourSiavash AsiabanArash Ebneali SamaniJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Production of green molecules at sea using the concept of energy island

Siavash AsiabanNezmin KayedpourDimitar BozalakovLieven Vandevelde

Reinforcement learning for an enhanced energy flexibility controller incorporating predictive safety filter and adaptive policy updates

Siebe PaesschesooneNezmin KayedpourCarlo MannaGuillaume Crevecoeur

A1 Journal Article in APPLIED ENERGY

Wind energy conversion systems (optimal operational frameworks)

Nezmin KayedpourBabak Mehdizadeh GavganiJeroen De KooningGuillaume Crevecoeur

Wind turbine hybrid physics-based deep learning model for a health monitoring approach considering provision of ancillary services

Nezmin KayedpourJixiang QingJolan WautersJeroen De KooningIvo CouckuytGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

2023

An adaptive operational strategy for enhanced provision of frequency containment reserve by Wind Turbines : data-driven based power reserve adjustment

Nezmin KayedpourJeroen De KooningArash Ebneali SamaniLieven VandeveldeGuillaume Crevecoeur

A1 Journal Article in ELECTRIC POWER SYSTEMS RESEARCH

An optimal operation strategy for collaborative flexibility provision of a carbon capture and utilization process with wind energy

Arash Ebneali SamaniNezmin KayedpourFarjam KayedpourJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

A1 Journal Article in IEEE TRANSACTIONS ON SUSTAINABLE ENERGY

Data-driven adaptive operational strategies for wind energy conversion systems incorporating frequency containment reserve

Nezmin KayedpourGuillaume CrevecoeurJeroen De Kooning

2022

An optimal operational strategy for wind farms

Nezmin KayedpourNarender SinghJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

An optimal wind farm control strategy for grid frequency support using particle swarm optimization

Nezmin KayedpourNarender SinghJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Model predictive control with a cascaded Hammerstein neural network of a wind turbine providing frequency containment reserve

Nezmin KayedpourArash Ebneali SamaniJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON ENERGY CONVERSION

Prediction-based wind turbine operation for active participation in the day-ahead and reserve markets

Narender SinghSeyyed Ahmad HosseiniNezmin KayedpourJeroen De KooningZacharie De GrèveJean-François ToubeauFrançois ValléeGuillaume CrevecoeurLieven Vandevelde

Wind turbine anomaly detection using surrogate models

Nezmin KayedpourArash Ebneali SamaniSiavash AsiabanNarender SinghJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

2021

Impact of fast wind fluctuations on the profit of a wind power producer jointly trading in energy and reserve markets

Seyyed Ahmad HosseiniJean-François ToubeauNarender SinghJeroen De KooningNezmin KayedpourGuillaume CrevecoeurZacharie De GrèveFrançois ValléeLieven Vandevelde

Wind and solar intermittency and the associated integration challenges : a comprehensive review including the status in the Belgian power system

Siavash AsiabanNezmin KayedpourArash Ebneali SamaniDimitar BozalakovJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

A1 Journal Article in ENERGIES

2020

An optimal control strategy to maximize power in an offshore wind farm by reducing wake interaction

Nezmin KayedpourArash Ebneali SamaniNarender SinghJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Deep learning time series prediction of wind speed using group method of data handling

Nezmin KayedpourNarender SinghArash Ebneali SamaniJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

The impact of pitch-to-stall and pitch-to-feather control on the structural loads and the pitch mechanism of a wind turbine

Arash Ebneali SamaniJeroen De KooningNezmin KayedpourNarender SinghLieven Vandevelde

A1 Journal Article in ENERGIES

2019

A data-driven approach using deep learning time series prediction for forecasting power system variables

Nezmin KayedpourArash Ebneali SamaniJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Beowind : offshore wind farms as an ancillary service provider

Nezmin KayedpourNarender SinghJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

Performance and structural load analysis of small and medium wind turbines operating with active speed stall control versus pitch control

Arash Ebneali SamaniNezmin KayedpourJeroen De KooningLieven Vandevelde

Robust approximation models for predictive control of a variable pitch wind power drivetrain

Nezmin KayedpourArash Ebneali SamaniJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Thermal performance evaluation of an induced draft evaporative cooling system through Adaptive Neuro-Fuzzy Interference System (ANFIS) model and mathematical model

Jens BaetensGreet Van EetveldeGert LemmensNezmin KayedpourJeroen De KooningLieven Vandevelde

A1 Journal Article in ENERGIES