Progetto Cloe

📢 Excited to share: Our ESR Muhammad Asim Amin had the opportunity to present at ALTERNATIVE ENERGY SOURCES, MATERIALS AND TECHNOLOGIES (AESMT’25), 13 - 14 May, 2025, Sofia, Bulgaria 🌱⚡

🎓 Paper Title: Flexibility Trading Through Load Reshaping in Energy Communities Using Deep Reinforcement Learning.

🔍 - Energy Communities (ECs) play an essential role in the active engagement of end-users and deployment of Renewable Energy Sources (RES) and contribute to net-zero carbon emissions.
- In ECs, several entities/homes join to exchange a surplus or demand reduction during peak hours with the grid.
- For this work, a Deep Reinforcement Learning based Multi-Agent Approach is adoped to optimally calculate flexibility from the end user.

If you need any assistance and want to discuss our ESR, you can reach him: https://rubrica.unige.it/personale/UkFFWl5g

'ESR Iram Parvez'

Iram Parvez is an Early Stage Researcher (ESR) specializing in hydrology,machine learning applications in environmental engineering. As part of her research, she focuses on developing advanced forecasting techniques for groundwater level prediction using data-driven approaches. She recently presented her work at the 'American Geophysical Union (AGU) Conference 2024 Washington, D.C' , where she showcased a comparative study on machine learning models, including Support Vector Machines (SVM), ARIMA, and Recurrent Neural Networks (RNN-GRU), for predicting groundwater levels in 'Mendatica and Triora, Italy'. Through her work, Iram Parvez contributes to bridging the gap between hydrology and artificial intelligence, advancing sustainable water management solutions.

: The Power of Local Energy Communities 🌍💡

Did you know that the future of is being shaped? Energy decentralization, powered by renewable sources, is paving the way for a greener, more resilient energy system.

What is ? Energy decentralization shifts control from centralized systems to local, -based sources. It's about local empowerment and sustainability, using technologies that lower costs and increase energy security.

The Role of : Renewable energy technologies like solar panels, wind turbines, and hydro systems are at the heart of this transformation. These technologies not only support clean energy but are economically viable.

Community Impact: harness these renewables to produce and manage their own energy. This approach reduces carbon footprints, strengthens local economies, and enhances community ties. It's about creating a self-sufficient, sustainable future.

Get Involved! You can make a difference! Support local policies that promote renewable energy projects, or consider joining or starting an energy community to promote the rehabilitation of remote areas.

Every action counts towards building a sustainable energy future.

Imagine a day when our communities autonomously and sustainably manage their energy demands.

To talk about it, feel free to reach our ESR (Muhammad Asim Amin https://rubrica.unige.it/personale/UkFFWl5g). Progetto Cloe Università di Genova