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TITLE: Detecting Concept Drift with SHapley Additive ExPlanations for Intelligent Model Retraining in Energy Generation Forecasting
AUTHORS: Teixeira, Brigida; Pinto, Tiago; Vale, Zita;
PUBLISHED: 2026, SOURCE: 3rd World Conference on Explainable Artificial Intelligence-XAI-Annual in EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II, VOLUME: 2577
INDEXED IN: Scopus WOS DBLP CrossRef
2
TITLE: Innovative defense strategies: Fusion deep learning approach to counter false data injection attacks in power systems
AUTHORS: Moayyed, Hamed; Moradzadeh, Arash; Abdeltawab, Hussein; Mohammadi Ivatloo, Behnam; Faria, Pedro; Muyeen, S. M.; Vale, Zita;
PUBLISHED: 2026, SOURCE: RELIABILITY ENGINEERING & SYSTEM SAFETY, VOLUME: 268
INDEXED IN: Scopus WOS CrossRef
3
TITLE: Optimal power flow in distribution networks: Reconfiguration and self-healing via Benders' decomposition
AUTHORS: Castro, Fabio; Canizes, Bruno; Soares, Joao; Ramos, Sergio; Vale, Zita;
PUBLISHED: 2026, SOURCE: MATHEMATICS AND COMPUTERS IN SIMULATION, VOLUME: 243
INDEXED IN: Scopus WOS CrossRef
4
TITLE: Wind and solar need storage diversity, not just capacity  Full Text
AUTHORS: Guo, Feng; Soares, Joao; Ma, Ling; Tian, Zhiyong; Chen, Xinyu; Zhang, Limao; Vale, Zita;
PUBLISHED: 2026, SOURCE: INNOVATION, VOLUME: 7, ISSUE: 1
INDEXED IN: WOS CrossRef
5
TITLE: Optimal scheduling of home energy systems considering battery aging and CO2 emissions  Full Text
AUTHORS: de Lima, Tayenne Dias; Faria, Pedro; Vale, Zita;
PUBLISHED: 2026, SOURCE: APPLIED ENERGY, VOLUME: 409
INDEXED IN: Scopus WOS CrossRef: 1
6
TITLE: Enhancing smart distribution network expansion: Integrating storage and electric vehicle park placement in an emission-aware multi-period stochastic model
AUTHORS: Castro, Fabio; Canizes, Bruno; Soares, Joao; Almeida, Jose; Vale, Zita;
PUBLISHED: 2026, SOURCE: RENEWABLE ENERGY FOCUS, VOLUME: 58
INDEXED IN: Scopus WOS CrossRef
7
TITLE: Linking short-term electricity demand forecasting and explainable AI: A review for building energy applications  Full Text
AUTHORS: Ramos, Daniel; Faria, Pedro; Vale, Zita;
PUBLISHED: 2026, SOURCE: APPLIED ENERGY, VOLUME: 412
INDEXED IN: Scopus WOS CrossRef
8
TITLE: Machine Learning Approach for Predictive Voltage-Constrained Power Capacity in Distribution Network with Electric Vehicles
AUTHORS: Mohamad EL Iaali; Reza Razi; Antoine Bruyere; Bruno Francois; Joao Soares; Zita Vale;
PUBLISHED: 2026, SOURCE: 2026 IEEE 23rd Mediterranean Electrotechnical Conference (MELECON)
INDEXED IN: CrossRef
9
TITLE: Adaptive robust strategy for energy and regulation Service Management in Local Energy Communities  Full Text
AUTHORS: Khojasteh, Meysam; Faria, Pedro; Vale, Zita;
PUBLISHED: 2025, SOURCE: APPLIED ENERGY, VOLUME: 377
INDEXED IN: Scopus WOS CrossRef: 18
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TITLE: Optimal energy management with discomfort calculation in residential buildings considering load shifting and home battery storage system
AUTHORS: Faia, Ricardo; Faria, Pedro; Vale, Zita;
PUBLISHED: 2025, SOURCE: SUSTAINABLE ENERGY GRIDS & NETWORKS, VOLUME: 41
INDEXED IN: Scopus WOS CrossRef: 8
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