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SMARTGYsum · Mar 5, 2026

From Research to Impact: The Legacy of SMARTGYsum

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SMARTGYsum · SMARTGYsum

On 15–16 January 2026, the SmartgySUM consortium met in Brussels for a series of strategic meetings aimed at promoting project results, reinforcing dialogue with European stakeholders, and coordinating the final phase of the project.

Hosted in part by the Delegación de Extremadura en Bruselas, the meetings provided a platform to exchange perspectives on how research, digitalisation, and innovation can contribute to accelerating Europe’s energy transition.

The programme included presentations of scientific results, discussions on implementation challenges, and reflections on doctoral training and mobility within the project. Executive Committee meetings also addressed future actions, dissemination activities, and preparations for the final SmartgySUM event in Badajoz.

The study proposes a two-stage hybrid optimization framework designed to coordinate:

  • Electric vehicle (EV) charging

  • Energy storage systems (ESS)

  • Household consumption

In the first stage, a Genetic Algorithm (GA) explores multiple operational scenarios, addressing uncertainty in energy demand and supply.
In the second stage, MATLAB’s Fmincon solver refines the solution, ensuring precision and computational efficiency.

The framework was validated through a detailed real-world case study including power electronic converters and advanced control systems.

Key results demonstrate:

  • Up to 50.2% reduction in electricity costs

  • More than 95% decrease in simulation time (optimal solution in 65 iterations)

  • Full compliance with operational constraints

As distributed energy resources expand across Europe, residential VPPs are emerging as strategic assets for demand-side flexibility.

This research strengthens SMARTGYsum’s legacy by:

  • Providing scalable optimization tools

  • Supporting grid flexibility

  • Creating cost-saving opportunities for households and energy communities

  • Contributing to decarbonization goals

The work positions residential VPPs as viable contributors to a smarter, more resilient European energy system.

The SMARTGYsum community celebrates the successful PhD defense of Luis Enrique García Marrero, completed within the EU research and training program.

📍 December 10, 2025
CY Cergy Paris University

Thesis: On-line Diagnosis and Optimization of Energy Management Systems for Smart Buildings

His research developed an edge-computing framework integrating Non-Intrusive Load Monitoring (NILM) and photovoltaic diagnostics to enhance efficiency, resilience, and real-time deployment of smart building energy systems while ensuring low latency and data privacy.

👏 A strong contribution to scalable, intelligent energy management solutions.

Congratulations to Shuyu Ou on the successful defense of the PhD thesis:

Data-Driven Condition Monitoring for Power Electronic Systems

Developed at Aalborg University (AAU Energy) within SMARTGYsum.

The research advances data-driven monitoring methods that assess the health of power electronic systems using measured signals, improving estimation accuracy, enabling noninvasive online monitoring, and supporting practical implementation.

👏 A valuable contribution to more resilient and reliable power electronic infrastructures.

SMARTGYsum’s impact extends beyond individual milestones. The project has generated concrete scientific outputs with long-term exploitation potential.

Luis Enrique García Marrero (ESR11)

Published in Applied Energy

This research presents a real-time, edge-deployable Non-Intrusive Load Monitoring (NILM) framework that:

  • Operates at ~1 Hz

  • Requires only aggregated active power

  • Updates appliance state probabilities sequentially

  • Uses a modified PBIL algorithm for power estimation

The framework was successfully integrated into a Home Automation system running on constrained edge devices and demonstrated strong robustness against unknown appliances.

Exploitation potential:

  • Smart home platforms

  • Energy service companies

  • Privacy-preserving monitoring systems

  • Edge-AI energy applications

Mohammadreza Azizi (ESR05)

Published in IEEE

This work reviews and advances power electronics solutions for Zero-Emission Buildings (ZEBs), focusing on:

  • Low-voltage DC (LVDC) systems

  • Hybrid AC/DC architectures

  • Energy Router (ER) integration

  • Smart EMS digitalization (cloud + edge platforms)

The research provides strategies to address protection, grounding, and efficiency challenges while comparing grid connection scenarios.

Exploitation potential:

  • Residential PV system manufacturers

  • Power electronics industry

  • Smart building developers

  • Digital energy management platforms

Konstantinos Pantazis (ESR15)

Published in Oxford Open Energy

This study explores energy community (EC) experiences across Europe, analyzing:

  • Governance structures

  • Citizen engagement

  • Policy barriers

  • National support mechanisms

The findings highlight the importance of:

  • Strengthening local anchoring

  • Advancing multi-level policy coordination

  • Building inclusive participation models

Legacy contribution:

  • Policy recommendations for EU and national authorities

  • Support for a just energy transition

  • Frameworks for community-driven renewable deployment

Read the original on smartgysum.substack.com

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