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S

Sonia Leva

politecnico di milano

46H-index
382Paper Count
8.6KCitation Count
Published Papers 62
Publication Date
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A Systematic Meta-Review of Recent Photovoltaic Site Suitability Evolution: From GIS-MCDM Frameworks to Emerging GeoAI Approaches
errEnergies
IF3.2
err2026-07-27
err0
errOAAI
errBabak Ranjgar; Alessandro Niccolai; Sonia Leva; Alessandro Gandelli
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errSave
Price-aware artificial intelligence for market-aligned photovoltaic power nowcasting under quarter-hourly electricity settlement
errEnergy and AI
IF9.6
err2026-06-30
err0
errOAAI
errSaloni Dhingra; Sara Carcangiu; Binh Nam Nguyen; Augusto Montisci; Giancarlo Storti Gajani; Sonia Leva; Emanuele Ogliari
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errSave
Solar PV Site Selection Using GIS-MCDM: A Comprehensive Approach with Spatially Explicit Collinearity and Sensitivity Analyses
errRenewable Energy
IF9.1
err2026-05-06
err0
errOAAI
errBabak Ranjgar; Alessandro Niccolai; Sonia Leva
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errSave
Adaptive Energy Management System for Green and Reliable Telecommunication Base Stations
errEnergies
IF3.2
err2026-03-03
err0
errOAAI
errAna Cabrera-Tobar; Greta Vallero; Giovanni Perin; Michela Meo; Francesco Grimaccia; Sonia Leva
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A review of photovoltaic cooling with phase change materials: Technical advances, modeling approaches, efficiency gains and economic/environmental impact
errApplied Thermal Engineering
IF6.9
err2025-09-06
err0
errOAAI
errDomenico Mazzeo; Luigi Pietro Maria Colombo; Sonia Leva
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Comparative analysis of conformal prediction techniques and machine learning models for very short-term solar power forecasting
errEnergy and AI
IF9.6
err2025-08-05
err0
errOAAI
errNguyen Binh Nam; Emanuele Ogliari; Sonia Leva; Emilio Pafumi; Davide Alberti; Minh Quan Duong
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Comparing peak electricity load forecasting models for an industrial and a residential building
errMathematics and Computers in Simulation
IF4.4
err2025-07-11
err0
PREAI
errMichael Wood; Silvana Matrone; Emanuele Ogliari; Sonia Leva
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errSave
Optimizing agrivoltaic systems: A comprehensive analysis of design, crop productivity and energy performance in open-field configurations
errAPPLIED ENERGY
IF11
err2025-07-01
err0
errOAAI
errMazzeo, Domenico; Di Zio, Andrea; Pesenti, Claudio; Leva, Sonia
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Highway PV capacity potential: A GIS-Driven approach for assessment and prioritization
errSustainable Energy Technologies and Assessments
IF7
err2025-06-21
err0
errOAAI
errAlessandro Niccolai; Vincenzo Cirimele; Diego Franceschini; Valerio Apicella; Benedetto Carambia; Sonia Leva
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errSave
Data anomaly detection in photovoltaic power time-series via unsupervised deep learning with insufficient information
errsustainable energy grids networks
IF0
err2025-06-18
err0
errOAAI
errSeyed Mahdi Miraftabzadeh; Michela Longo; Sonia Leva; Nicoletta Matera
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errSave
Effective Customization of Evolutionary Algorithm-Based Energy Management System Optimization for Improved Battery Management in Microgrids
errENERGIES
IF3.2
err2025-05-07
err0
errOAAI
errNiccolai, Alessandro; Trimarchi, Silvia; Barbazza, Lisa Francesca; Gandelli, Alessandro; Zich, Riccardo; Grimaccia, Francesco; Leva, Sonia
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errSave
Quantifying the Economic Advantages of Energy Management Systems for Domestic Prosumers with Electric Vehicles
errENERGIES
IF3.2
err2025-04-01
err0
errOAAI
errGioffre, Domenico; Manzolini, Giampaolo; Leva, Sonia; Jaboeuf, Remi; Tosco, Paolo; Martelli, Emanuele
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errSave
Two-layer optimization approach for Electric Vehicle Charging Station with dynamic reconfiguration of charging points
errSUSTAINABLE ENERGY GRIDS & NETWORKS
IF5.6
err2024-12-01
err0
errOAAI
errRamaschi, Riccardo; Polimeni, Simone; Cabrera-Tobar, Ana; Leva, Sonia
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Comparative analysis of half-cell and full-cell PV commercial modules for sustainable mobility applications: Outdoor performance evaluation under partial conditions
errSUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS
IF7
err2024-11-01
err1
PREAI
errCabrera-Tobar, Ana; Dolara, Alberto; Leva, Sonia; Mazzeo, Domenico; Ogliari, Emanuele
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Comparative study of machine learning techniques for the state of health estimation of Li-Ion batteries
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2024-10-01
err1
errOAAI
errEleftheriadis, Panagiotis; Gangi, Manfredi; Leva, Sonia; Rey, Alberto Valdes; Groppo, Emanuele; Grande, Lorenzo
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errSave
Impact of temporal resolution on the design and reliability of residential energy systems
errENERGY AND BUILDINGS
IF7.1
err2024-09-01
err0
errOAAI
errOmoyele, Olalekan; Matrone, Silvana; Hoffmann, Maximilian; Ogliari, Emanuele; Weinand, Jann Michael; Leva, Sonia; Stolten, Detlef
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errSave
Design of an Embedded Test Bench for Organic Photovoltaic Module Testing
errELECTRONICS
IF2.6
err2024-08-06
err0
errOAAI
errDolara, Alberto; Cabrera-Tobar, Ana; Ogliari, Emanuele; Leva, Sonia; Hanne, Louise
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errSave
Electric Vehicle Supply Equipment Day-Ahead Power Forecast Based on Deep Learning and the Attention Mechanism
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-08-01
err2
errOAAI
errMatrone, Silvana; Ogliari, Emanuele; Nespoli, Alfredo; Leva, Sonia
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Impact of PV and EV Forecasting in the Operation of a Microgrid
errforecasting
IF3.2
err2024-07-31
err0
errOAAI
errManzolini, Giampaolo; Fusco, Andrea; Gioffre, Domenico; Matrone, Silvana; Ramaschi, Riccardo; Saleptsis, Marios; Simonetti, Riccardo; Sobic, Filip; Wood, Michael James; Ogliari, Emanuele; Leva, Sonia
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errSave
A Case Study of a Tiny Machine Learning Application for Battery State-of-Charge Estimation
errELECTRONICS
IF2.6
err2024-05-16
err3
errOAAI
errGiazitzis, Spyridon; Sakwa, Maciej; Leva, Sonia; Ogliari, Emanuele; Badha, Susheel; Rosetti, Filippo
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Research Directions

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Co-authors
Cooperation Journals
D
Detlef Stolten
H-index: 80 · Papers: 1.4K
G
Giampaolo Manzolini
H-index: 56 · Papers: 332
K
Kai Strunz
H-index: 49 · Papers: 233
A
Amirnaser Yazdani
H-index: 47 · Papers: 150
M
Michela Meo
H-index: 44 · Papers: 331
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