MOHAMMAD GHOREISHI

PhD Graduate

PhD program:: XXXVIII


supervisor: Prof. Alberto Geri
co-supervisor: Ing. Massimo Cresta

Thesis title: Digitalization, Electrification, and Cybersecurity of Urban Energy Services: Smart Grid Optimization and Fleet Management

The accelerating digitalization and electrification of urban energy services are reshaping the role of Distribution System Operators (DSOs), requiring new tools for observability, flexibility, and cross-sector integration. This thesis develops a comprehensive framework that unites Digital Twin (DT) technologies, heuristic state estimation, optimization methods, and cybersecurity risk assessment to support the reliable and sustainable operation of modern distribution networks and urban services. The research has been conducted in close collaboration with ASM Terni, a municipal multi-utility in Italy, ensuring methodological rigor and practical validation. The first contribution lies in the development of a modular DT framework for distribution networks under low-observability conditions. By integrating Genetic Algorithm-based State Estimation (GA-SE) with SARIMA forecasting, the DT enables accurate monitoring of medium-voltage nodes using only low-voltage Power Quality Analyzer data. This hybrid approach enhances situational awareness and demonstrates how DSOs can extend observability without pervasive sensor deployment. Building on this foundation, the thesis introduces a DT-informed feedback loop for flexibility activation. Real-world case studies on water pumps and virtual batteries show how state estimation outputs can guide load shifting and balancing, reducing peak imports and improving self-consumption. The approach demonstrates that even existing assets can provide grid-supportive services when coupled with digital intelligence. Beyond grid operations, the research extends to the electrification and optimization of urban fleets. A dedicated methodology integrates Mixed Integer Linear Programming (MILP), clustering techniques, and anomaly detection for electric vehicle charging optimization, while a complementary study evaluates routing and electrification pathways for municipal waste collection. Together, these case studies highlight how digital tools can deliver cost reductions, emission savings, and operational efficiency across multiple urban domains. The thesis also addresses the emerging cybersecurity risks of digitalized grids. A standards-aligned risk assessment methodology is developed and applied to DT-enabled infrastructures, evaluating vulnerabilities such as false data injection and denial-of-service. The results provide DSOs with practical strategies for securing critical assets while maintaining operational performance. Overall, this work demonstrates that DT-enabled observability, flexibility, and cross-sector optimization can transform distribution grids into proactive, resilient, and user-centric infrastructures. By integrating power systems engineering, data science, and cybersecurity, the thesis provides a pathway for DSOs and municipalities to navigate the complexity of the energy transition and support the development of sustainable, data-driven cities.

Research products

11573/1752211 - 2025 - A GA-Based State Estimation for Active Distribution Networks in a Digital Twin Framework
Bragatto, Tommaso; Ghoreishi, Mohammad; Almughary, Huda M.; Santori, Francesca; Maccioni, Marco; Geri, Alberto; Jabari, Mostafa; Cavadenti, Alessio - 04b Atto di convegno in volume
conference: 2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) (Crete; Greece)
book: 2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) - ()

11573/1738599 - 2025 - Moving towards electrified waste management fleet: state of the art and future trends
Bragatto, Tommaso; Ghoreishi, Mohammad; Santori, Francesca; Geri, Alberto; Maccioni, Marco; Jabari, Mostafa; Almughary, Huda M. - 01g Articolo di rassegna (Review)
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-32 - issn: 1996-1073 - wos: WOS:001474848800001 (0) - scopus: 2-s2.0-105003672370 (2)

11573/1733355 - 2025 - Balancing efficiency and sustainability in waste collection fleet operations: A fleet optimization and electrification perspective in a real case study
Ghoreishi, M.; Santori, F.; Carloni, L.; Cresta, M.; Geri, A.; Bragatto, T. - 01a Articolo in rivista
paper: CLEANER ENGINEERING AND TECHNOLOGY (Oxford: Elsevier Ltd.) pp. 1-13 - issn: 2666-7908 - wos: WOS:001423397900001 (3) - scopus: 2-s2.0-85216903034 (3)

11573/1752170 - 2025 - Advancements in digital twin. Distributed energy resources simulation for supporting system level scenario evaluation
Ghoreishi, Mohammad; Carreras, Leonardo; Nakti, Ghassen; Santori, Francesca; Monti, Antonello; Geri, Alberto - 04b Atto di convegno in volume
conference: 2025 IEEE Kiel PowerTech (Kiel; Germany)
book: 2025 IEEE Kiel PowerTech - (9798331543976)

11573/1752213 - 2025 - SARIMA-Based Forecasting for Camera-Driven Smart Parking Systems
Ghoreishi, Mohammad; Jabari, Mostafa; Bragatto, Tommaso; Santori, Francesca; Cresta, Massimo - 04b Atto di convegno in volume
conference: 2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) (Crete; Greece)
book: 2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) - ()

11573/1752168 - 2025 - IoT Sensor Application for Transformer Health Monitoring, Real-time Alarms, and Grid Modernization: A Case Study for Electrical Grids
Ghoreishi, Mohammad; Velasquez Spadaro, Jose; Murillo, Gonzalo; Santori, Francesca; Nieto Rodriguez, Èric; Carlos Cidoncha Secilla, Juan; Cresta, Massimo - 04b Atto di convegno in volume
conference: 2025 IEEE Kiel PowerTech (Kiel; Germany)
book: 2025 IEEE Kiel PowerTech - ()

11573/1752212 - 2025 - Advanced Control of Buck-Boost Converters with a GEO-Tuned TI(1+PD) Controller for Design Insights and Performance Optimization
Jabari, Mostafa; Ghoreishi, Mohammad; Bragatto, Tommaso; Geri, Alberto; Maccioni, Marco; Cresta, Massimo - 04b Atto di convegno in volume
conference: 2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) (Crete; Greece)
book: 2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) - ()

11573/1759178 - 2025 - Advancing Hybrid AC/DC Microgrid Converters: Modeling, Control Strategies, and Fault Behavior Analysis
Jabari, Mostafa; Ghoreishi, Mohammad; Bragatto, Tommaso; Santori, Francesca; Cresta, Massimo; Geri, Alberto; Maccioni, Marco - 01g Articolo di rassegna (Review)
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. - - issn: 1996-1073 - wos: WOS:001634336400001 (0) - scopus: 2-s2.0-105024533171 (0)

11573/1752173 - 2025 - Predictive Modeling and Analysis of Energy Consumption in Ev Charging Stations Using Machine Learning Techniques
Jabari, Mostafa; Ghoreishi, Mohammad; Bragatto, Tommaso; Santori, Francesca; Maccioni, Marco; Bellesini, Francesco - 04b Atto di convegno in volume
conference: 2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) (Crete; Greece)
book: 2025 IEEE International Conference on Environment and Electrical Engineering and 2025 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe) - ()

11573/1730471 - 2024 - Smart Fleet Management for Urban Sustainability. Analysis, Optimization, and Electrification Approach in Narni District's Waste Collection
Ghoreishi, Mohammad; Santori, Francesca; Bragatto, Tommaso; D'ostilio, Paride; Carloni, Leonardo; Cresta, Massimo - 04b Atto di convegno in volume
conference: 24th EEEIC International Conference on Environment and Electrical Engineering and 8th I and CPS Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2024 (Rome; Italy)
book: Proceedings - 24th EEEIC International Conference on Environment and Electrical Engineering and 8th I and CPS Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2024 - (979-8350-355-18-5)

11573/1701471 - 2023 - Optimizing EV company fleet management in an energy district
Bragatto, Tommaso; Bucarelli, Marco Antonio; Ghoreishi, Mohammad; Santori, Francesca - 04b Atto di convegno in volume
conference: 2023 AEIT International Conference on Electrical and Electronic Technologies for Automotive, AEIT AUTOMOTIVE 2023 (Modena; Italy)
book: 2023 AEIT International Conference on Electrical and Electronic Technologies for Automotive, AEIT AUTOMOTIVE 2023 - (978-88-87237-57-3)

11573/1707702 - 2023 - Quantitative assessment of barriers to innovation in smart grids in Europe
Bucarelli, Marco Antonio; Ghoreishi, Mohammad; Santori, Francesca - 04b Atto di convegno in volume
conference: 2023 AEIT International Annual Conference (AEIT) (Rome, Italy)
book: 2023 115th AEIT International Annual Conference, AEIT 2023 - (9788887237603)

11573/1707330 - 2023 - Impact of an ML-Based demand response mechanism on the electrical distribution network. A case study in Terni
Bucarelli, Marco Antonio; Ghoreishi, Mohammad; Santori, Francesca; Mira, Jorge; Gorroñogoitia, Jesús - 01a Articolo in rivista
paper: ELECTRONICS (Basel : MDPI) pp. 1-15 - issn: 2079-9292 - wos: WOS:001073707700001 (0) - scopus: 2-s2.0-85172904538 (0)

11573/1688872 - 2023 - Plasma-arc-flow technology for sustainable treatment of high-impact fluid waste. A graphene-based material for industrial-wastewater purification
Mongiello, C.; Ghoreishi, M.; Sharma, V. K.; Verdoliva, L.; Aprea, S.; Venturini, P.; Pesce, G. - 01a Articolo in rivista
paper: PROCESSES (Basel: MDPI) pp. 1-17 - issn: 2227-9717 - wos: WOS:001056229000001 (0) - scopus: 2-s2.0-85169121691 (1)

11573/1707697 - 2023 - Targeted demand response for flexible energy communities using clustering techniques
Pelekis, Sotiris; Pipergias, Angelos; Karakolis, Evangelos; Mouzakitis, Spiros; Santori, Francesca; Ghoreishi, Mohammad; Askounis, Dimitris - 01a Articolo in rivista
paper: SUSTAINABLE ENERGY, GRIDS AND NETWORKS (Elsevier) pp. 1-6 - issn: 2352-4677 - wos: WOS:001088071000001 (33) - scopus: 2-s2.0-85169977449 (41)

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