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Marco Merlo

Full Professor

Politecnico di Milano

Italy

Research Interests

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Professors in Italy Professors in Energy Engineering Energy Engineering professors in Italy

About

Marco Merlo is an Associate Professor at Politecnico di Milano, Italy. His research focuses on the application of machine learning and GIS technologies in energy systems, particularly in electrification planning and the integration of renewable energy communities. Recent articles include studies on fault prediction in power distribution grids and the analysis of electric mobility's impact on power systems. He is dedicated to advancing the regulatory, technical, and social frameworks associated with energy transition across EU member states.

Articles (34)

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2021

Collaborators (10)

Berino Silinto

University of Groningen

NETHERLANDS

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Alessandro Bosisio

Assistant Professor of Power Systems at the University of Pavia

University of Pavia

ITALY

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vincenzo trovato

Assistant Professor

Imperial College London

UNITED KINGDOM

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Politecnico di Milano

ITALY

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Mohammad Ali Fotouhi Ghazvini

Chalmers University of Technology

SWEDEN

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Marco Merlo

Research Interests

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About

Articles (34)

Sustainable Clean Hydrogen Transition: Evaluating the Interdependent Barriers in the Electrolyzer Industry

Short-Term Load Forecasting in Smart Distribution Networks: A Systematic Review of Data Analytics, Clustering Techniques, and Forecasting Models

Assessing the impact of electric vehicles on power grids using sparse mobility data: A GIS- and machine learning-based approach

Data-Driven Modeling of Auxiliary Consumption in Utility-Scale BESS

Robust MILP Optimization of Renewable Power Plants: The Role of BESS Sizing in Uncertainty Mitigation

Prioritizing light-vehicle electrification cities through real-world pollution-based GIS assessment

Geospatial energy poverty assessment and clustering for policy prioritization

Prosumers' peer-to-peer multi-energy transactions considering distributed energy resources and demand response

Renewable Energy Communities: Frameworks and Implementation of Regulatory, Technical, and Social Aspects Across EU Member States

Project TERESA: A GIS-based multifactorial framework utilizing supervised machine learning for nation-scale electrification planning

Integrated adequacy and stability BESS sizing criteria for hybrid diesel–PV microgrids in developing countries

Predicting faults in power distribution grids during heatwaves: A comparative study of machine learning models applied to Milan distribution network

Integrating bottom-up GIS and machine learning models for spatial-temporal analysis of electric mobility impact on power system

Geospatial Planning for Least-Cost Electrification in Developing Countries

Assessment of Italian Distribution Grids and Implications for Energy Communities’ Integration: A Focus on Reverse Power Flow and Energy Balance

IGANs With Event-Driven Pseudo Features for Dynamic Response Modeling in Building Air Conditioning Systems

Unlocking Grid Flexibility: Leveraging Mobility Patterns for Electric Vehicle Integration in Ancillary Services

Renewable energy communities and mitigation of energy poverty: Instruments for policymakers and community managers

Estimating the impact of electric mobility on distribution networks through GIS techniques

Digitalization Processes in Distribution Grids: A Comprehensive Review of Strategies and Challenges

optimHome: A Shrinking Horizon Control Architecture for Bidirectional Smart Charging in Home Energy Management Systems

Decentralised Voltage Regulation through Optimal Reactive Power Flow in Distribution Networks with Dispersed Generation

Battery Energy Storage System Performance in Providing Various Electricity Market Services

Development, validation, and testing of advanced mathematical models for the optimization of BESS operation

A Model-Aware Comprehensive Tool for Battery Energy Storage System Sizing

Impact of energy communities on the distribution network: An Italian case study

Service stacking on residential BESS: RES integration by flexibility provision on ancillary services markets

A Review on Testing of Electrochemical Cells for Aging Models in BESS

To Join or Not to Join? The Energy Community Dilemma: An Italian Case Study

Revenue Stacking for BESS: Fast Frequency Regulation and Balancing Market Participation in Italy

A GIS-Based Approach for Primary Substations Siting and Timing Based on Voronoi Diagram and Particle Swarm Optimization Method

Ancillary services markets in europe: Evolution and regulatory trade-offs

BESS Primary Frequency Control Strategies for the West Africa Power Pool

Machine Learning and GIS Approach for Electrical Load Assessment to Increase Distribution Networks Resilience

Collaborators (10)

Berino Silinto

Alessandro Bosisio

vincenzo trovato

Giuliano Rancilio

Valentin Ilea

Davide Falabretti

Gan Zhou

Luigi Piegari

Riccardo Nebuloni

Mohammad Ali Fotouhi Ghazvini

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