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Simona Vasilica Oprea
Simona Vasilica Oprea
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Machine learning algorithms for short-term load forecast in residential buildings using smart meters, sensors and big data solutions
SV Oprea, A Bâra
IEEE Access 7, 177874-177889, 2019
882019
Flattening the electricity consumption peak and reducing the electricity payment for residential consumers in the context of smart grid by means of shifting optimization algorithm
SV Oprea, A Bâra, G Ifrim
Computers & Industrial Engineering 122, 125-139, 2018
562018
PV forecasting using support vector machine learning in a big data analytics context
S Preda, SV Oprea, A Bâra, A Belciu
Symmetry 10 (12), 748, 2018
552018
Two novel blockchain-based market settlement mechanisms embedded into smart contracts for securely trading renewable energy
SV Oprea, A Bâra, AI Andreescu
IEEE access 8, 212548-212556, 2020
542020
Devising a trading mechanism with a joint price adjustment for local electricity markets using blockchain. Insights for policy makers
SV Oprea, A Bâra
Energy Policy 152, 112237, 2021
482021
Anomaly detection with machine learning algorithms and big data in electricity consumption
SV Oprea, A Bâra, FC Puican, IC Radu
Sustainability 13 (19), 10963, 2021
392021
Machine learning classification algorithms and anomaly detection in conventional meters and Tunisian electricity consumption large datasets
SV Oprea, A Bâra
Computers & Electrical Engineering 94, 107329, 2021
392021
Edge and fog computing using IoT for direct load optimization and control with flexibility services for citizen energy communities
SV Oprea, A Bâra
Knowledge-Based Systems 228, 107293, 2021
372021
Insights into demand-side management with big data analytics in electricity consumers’ behaviour
SV Oprea, A Bâra, BG Tudorică, MI Călinoiu, MA Botezatu
Computers & Electrical Engineering 89, 106902, 2021
362021
Ultra-short-term forecasting for photovoltaic power plants and real-time key performance indicators analysis with big data solutions. Two case studies-PV Agigea and PV Giurgiu …
SV Oprea, A Bâra
Computers in Industry 120, 103230, 2020
342020
Setting the time-of-use tariff rates with NoSQL and machine learning to a sustainable environment
SV Oprea, A Bâra
IEEE Access 8, 25521-25530, 2020
322020
Devising hourly forecasting solutions regarding electricity consumption in the case of commercial center type consumers
A Pîrjan, SV Oprea, G Căruțașu, DM Petroșanu, A Bâra, C Coculescu
Energies 10 (11), 1727, 2017
312017
Day-ahead electricity consumption optimization algorithms for smart homes
SV Oprea, A Bâra, GA Ifrim, L Coroianu
Computers & Industrial Engineering 135, 382-401, 2019
292019
Developing a mixed neural network approach to forecast the residential electricity consumption based on sensor recorded data
SV Oprea, A Pîrjan, G Căruțașu, DM Petroșanu, A Bâra, JL Stănică, ...
Sensors 18 (5), 1443, 2018
242018
A three-stage approach for resilience-constrained scheduling of networked microgrids
S Teimourzadeh, OB Tor, ME Cebeci, A Bara, SV Oprea
Journal of Modern Power Systems and Clean Energy 7 (4), 705-715, 2019
222019
A Smart Adaptive Switching Module Architecture Using Fuzzy Logic for an Efficient Integration of Renewable Energy Sources. A Case Study of a RES System Located in Hulubești …
SV Oprea, A Bâra, Ș Preda, OB Tor
Sustainability 12 (15), 6084, 2020
212020
Photovoltaic power plants (PV-PP) reliability indicators for improving operation and maintenance activities. A case study of PV-PP Agigea located in Romania
SV Oprea, A Bâra, D Preoțescu, L Elefterescu
IEEE Access 7, 39142-39157, 2019
212019
Informatics solution for energy efficiency improvement and consumption management of householders
SV Oprea, A Bâra, A Reveiu
Energies 11 (1), 138, 2018
202018
PREDICTION INTELLIGENT SYSTEM IN THE FIELD OF RENEWABLE ENERGIES THROUGH NEURAL NETWORKS.
I Lungu, A Bara, G CĂRUTASU, A Pirjan, SV Oprea
Economic Computation & Economic Cybernetics Studies & Research 50 (1), 2016
202016
Mind the gap between PV generation and residential load curves: Maximizing the roof-top PV usage for prosumers with an IoT-based adaptive optimization and control module
SV Oprea, A Bâra
Expert Systems with Applications 212, 118828, 2023
192023
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