REDA
EL MAKROUM

////// Researcher, Developer, and PhD Candidate
////// Energy Systems Economics

Focusing on developing algorithms and solutions for advancing demand response and enabling flexible energy systems.

////// Pieces

///// Selected Publications

Governing AI infrastructure on decarbonizing grids

R. El Makroum, C. Banet, Y. Van Fan, B. F. Waaler, B. Gamazaychikov, S. Gros, I. Hernando-Gil, M. Korpås, A. O'Sullivan, M. Qadrdan, T. B. Strømstad, S. Zwickl-Bernhard, M. O'Malley, H. Auer • Cell Press - Joule

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Estimating residential flexibility from smart meter data: A bilevel framework for demand response aggregation

R. El Makroum, S. Zwickl-Bernhard, L. Kranzl, H. Auer • Elsevier - Energy Conversion and Management

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Conversational Demand Response: Bidirectional Aggregator-Prosumer Coordination through Agentic AI

R. El Makroum, S. Zwickl-Bernhard, L. Kranzl, H. Auer • 2026 22nd International Conference on the European Energy Market (EEM)

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Agentic AI Home Energy Management System: A Large Language Model Framework for Residential Load Scheduling

R. El Makroum, S. Zwickl-Bernhard, L. Kranzl • Elsevier - Results in Engineering

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Load Scheduling Optimization for User-Centric Residential Demand Response Leveraging Time Use Surveys

R. El Makroum, S. Zwickl-Bernhard, L. Kranzl, H. Auer • Elsevier - Applied Energy

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///// Invited Lectures

Can Households Talk Their Way to Flexibility?

UCL Energy Institute, University College London • London, United Kingdom • 16 July 2026

Agentic AI Systems: Design, Implementation, and Real-World Applications

Central European University • Vienna, Austria • 4 March 2026

AI and Optimization: Synergies and Frontiers

Norwegian University of Science and Technology • Trondheim, Norway • 13 February 2026

Flexibility as a Key Enabler of the Energy Transition

Al Akhawayn University in Ifrane • Ifrane, Morocco • 11 June 2025

///// Public Engagement

A Regional Strategy Is Essential

Eine regionale Strategie ist unerlässlich

Kurier • Expert Interview • 10 October 2026

Data Centers: Adaptation to the Power Grid Needed

Rechenzentren: Anpassung ans Stromnetz nötig

ORF • Press Coverage • 28 September 2026

Study: Data Centers as a Hurdle for the Energy Transition

Studie: Rechenzentren als Hürde für Energiewende

Der Standard • Press Coverage • 28 September 2026

Construction, AI Boom, Environmental Impact: What You Should Know About Data Centers

Aufbau, KI-Boom, Umweltschutz: Was man über Rechenzentren wissen sollte

Der Standard • Expert Interview • 17 August 2026

AI & Data Centres in the Energy Transition

NTNU Energy Transition Week, Trondheim, Norway • Workshop Co-organizer • 17 March 2026

////// Projects

///// Software

//// Agentic AI HEMS

Agentic AI Home Energy Management System

Agentic AILLM OrchestrationEnergy OptimizationFlaskCerebrasDockerStreamlitENTSO-E APIGoogle Calendar API
GitHub →License: MIT

//// DERMOT

Demand Response Management & Optimization Tool

Demand ResponseReinforcement LearningBehavioral ModelingPositive Energy DistrictsNext.jsReactFastAPIPythonSAC AlgorithmSAREF ProtocolFlexOffer ProtocolClaude Code

///// Horizon Europe

//// PEDvolution

Accommodating the Evolution of Positive Energy Districts

Positive Energy DistrictsInteroperabilityDigital TwinsDecarbonization2024-2026

//// WEAVE

Weaving Buildings, People, and In-Between Spaces into Climate-Responsive Neighbourhoods

District Energy PlanningFlexibility AssessmentPositive Energy DistrictsEnergy System Modeling2026-2030
Project Website →

////// GET IN TOUCH

Reda El Makroum

Reda El Makroum

PhD Candidate in Energy Systems Economics

Energy Systems Economics Lab

Institute of Net-Zero Energy Systems

Technische Universität Wien

reda.el.makroum@tuwien.ac.at

Gußhausstraße 25-29, 1040 Vienna, Austria