Підписатись
Simona Vasilica Oprea
Simona Vasilica Oprea
Підтверджена електронна адреса в csie.ase.ro
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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
1152019
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
682018
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
652018
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
642021
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
622021
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
602020
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
502021
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
482021
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
432021
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
432020
Setting the time-of-use tariff rates with NoSQL and machine learning to a sustainable environment
SV Oprea, A Bara
IEEE Access 8, 25521-25530, 2020
392020
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
342019
Day-ahead electricity consumption optimization algorithms for smart homes
SV Oprea, A Bara, GA Ifrim, L Coroianu
Computers & Industrial Engineering 135, 382-401, 2019
332019
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
332017
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
282023
Using market news sentiment analysis for stock market prediction
MP Cristescu, RA Nerisanu, DA Mara, SV Oprea
Mathematics 10 (22), 4255, 2022
272022
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
262020
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 Preoţescu, L Elefterescu
IEEE Access 7, 39142-39157, 2019
262019
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
262018
An Edge-Fog-Cloud computing architecture for IoT and smart metering data
SV Oprea, A Bâra
Peer-to-Peer Networking and Applications 16 (2), 818-845, 2023
252023
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