activity
20222025
most citedInclusion of Frequency Nadir constraint in the Unit Commitment Problem of Small Power Systems Using Machine Learning

37 citations · 59 across the 5 of their papers we have counts for

collaborators

8 papers

eess.SY2025

Implementing General-Order Frequency Dynamic Response Model and Frequency Excursion Duration Criterion in Unit Commitment Problem

Mohammad Rajabdorri, Bo Zhou, Lukas Sigrist +1

This paper introduces a novel approach for incorporating frequency dynamics into the unit commitment (UC) problem through a general-order differential equation model, solved using…

eess.SY2025

A Comparative Study on Frequency-Constrained Unit Commitment Approaches in Island Power Systems

Miad Sarvarizadeh, Mohammad Rajabdorri, Enrique Lobato +1

The increasing penetration of renewable energy sources reduces rotating inertia and even frequency control capacity, affecting frequency stability. This challenge is significant in…

eess.SY2025

A Corrective Frequency-Constrained Unit Commitment with Data-driven Estimation of Optimal UFLS in Island Power Systems

Miad Sarvarizadeh, Lukas Sigrist, Almudena Rouco +2

This paper presents a novel corrective \gls{fcuc} formulation for island power systems by implementing data-driven constraint learning to estimate the optimal \gls{ufls}. The Tobit…

eess.SY2023

Data-driven Estimation of Under Frequency Load Shedding after Outages in Small Power Systems

Mohammad Rajabdorri, Lukas Sigrist, Enrique Lobato +2

This paper presents a data-driven methodology for estimating Under Frequency Load Shedding (UFLS) in small power systems. UFLS plays a vital role in maintaining system stability by…

eess.SY2023★ 1 cited

Data-Driven Continuous-Time Framework for Frequency-Constrained Unit Commitment

Mohammad Rajabdorri, Enrique Lobato, Lukas Sigrist +1

The conventional approach to solving the unit commitment problem involves discrete intervals at an hourly scale, particularly when integrating frequency dynamics to formulate a fre…

eess.SY2023

Unit commitment with analytical underfrequency load-shedding constraints for island power systems

Almudena Rouco, Mohammad Rajabdorri, Lukas Sigrist +2

This letter presents a corrective frequency-constrained UC (C-FCUC) for island power systems implementing analytical constraints on underfrequency load shedding (UFLS). Since UFLS…

eess.SY2022★ 37 cited

Inclusion of Frequency Nadir constraint in the Unit Commitment Problem of Small Power Systems Using Machine Learning

Mohammad Rajabdorri, Behzad Kazemtabrizi, Matthias Troffaes +2

As the intention is to reduce the amount of thermal generation and to increase the share of clean energy, power systems are increasingly becoming susceptible to frequency instabili…

eess.SY2022★ 21 cited

Robust Frequency Constrained UC Using Data Driven Logistic Regression for Island Power Systems

Mohammad Rajabdorri, Enrique Lobato, Lukas Sigrist

In the current practice of short-term power scheduling, online power reserves are used to address generation mismatches and contingencies. Neither online inertia nor the speed of t…