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An ensemble machine learning based approach for constructing probabilistic PV generation forecasting
Conference ObjectAbstract: Photovoltaic (PV) generation forecasting plays an important role in accommodating more distributed PPalabras claves:pbkp_rediction interval, photovoltaic, Prediction interval, probabilistic forecasting, Quantile regression, Stochastic gradient boosting machine, UNCERTAINTYAutores:Carlos David Rodríguez-Gallegos, Gandhi O., Quan H., Sharma A., Srinivasan D., Zhang W.Fuentes:scopusAnalytical approach to reactive power dispatch and energy arbitrage in distribution systems with DERs
ArticleAbstract: This work proposes an analytical approach for reactive power dispatch and energy arbitrage in grid-cPalabras claves:Analytical approach, Battery Energy Storage System, distribution system, electric vehicle, energy arbitrage, photovoltaic System, reactive power, schedulingAutores:Bieri M., Carlos David Rodríguez-Gallegos, Gandhi O., Reindl T., Srinivasan D., Zhang W.Fuentes:scopusContinuous optimization of reactive power from PV and EV in distribution system
Conference ObjectAbstract: As photovoltaic systems (PV) and electric vehicles (EVs) are becoming more widespread, it is now posPalabras claves:distribution system, Electric Vehicles, particle swarm optimization, photovoltaic System, power loss, reactive power, Voltage stabilityAutores:Carlos David Rodríguez-Gallegos, Gandhi O., Reindl T., Srinivasan D., Zhang W.Fuentes:scopusDeep-learning-based probabilistic estimation of solar PV soiling loss
ArticleAbstract: Although the integration of solar photovoltaic (PV) systems is gaining widespread acceptance, the inPalabras claves:Convolutional neural network, deep learning, Photovoltaic (PV) system, probabilistic estimation, solar PV panel soilingAutores:Carlos David Rodríguez-Gallegos, Gandhi O., Liu S., Quan H., Shunqi Liu, Srinivasan D., Zhang W.Fuentes:scopusA Siting and Sizing Optimization Approach for PV-Battery-Diesel Hybrid Systems
Conference ObjectAbstract: This paper proposes a new method to determine the sizing and siting of diesel generators (DGs), photPalabras claves:Grid voltage, Particle Swarm Optimization (PSO), photovoltaic (PV)-battery-diesel hybrid systems, siting, sizingAutores:Carlos David Rodríguez-Gallegos, Dazhi Yang, Gandhi O., Manuel S. Alvarez-Alvarado, Reindl T., Sanjib Kumar Panda, Zhang W.Fuentes:orcidscopusA diesel replacement strategy for off-grid systems based on progressive introduction of PV and batteries: An Indonesian case study
ArticleAbstract: In many locations, grids are energized only by diesel generators (DG-only systems). Due to the requiPalabras claves:Diesel replacement strategy, Life-cycle cost, PV hybrid systems, Sizing optimizationAutores:Bieri M., Carlos David Rodríguez-Gallegos, Gandhi O., Reindl T., Sanjib Kumar PandaFuentes:scopusA multi-agent based integrated volt-var optimization engine for fast vehicle-to-grid reactive power dispatch and electric vehicle coordination
ArticleAbstract: Electric Vehicles have been receiving increasing attention. As the number of electric vehicles increPalabras claves:Charging coordination, electric vehicle, Multi-Agent System, Var dispatch, vehicle-to-grid, Volt-var optimizationAutores:Carlos David Rodríguez-Gallegos, Gandhi O., Quan H., Srinivasan D., Zhang W.Fuentes:scopusA multi-objective and robust optimization approach for sizing and placement of PV and batteries in off-grid systems fully operated by diesel generators: An Indonesian case study
ArticleAbstract: This paper proposes an approach to optimize sizing and placement of photovoltaic solar panels (PV) aPalabras claves:multi-objective optimization, PV hybrid systems, Robust optimization, Sizing and placement optimizationAutores:Bieri M., Carlos David Rodríguez-Gallegos, Dazhi Yang, Gandhi O., Reindl T., Sanjib Kumar PandaFuentes:scopusComparative Study of the Electrical Parameters of Individual Solar Cells in a c-Si Module Extracted Using Indoor and Outdoor Electroluminescence Imaging
ArticleAbstract: In this article, electroluminescence (EL) imaging is applied to characterize monocrystalline siliconPalabras claves:crystalline silicon, daytime luminescence ima-ging, electroluminescence (EL), Outdoor measurements, photo-voltaic (PV) modulesAutores:Basu P.K., Carlos David Rodríguez-Gallegos, Khanna A., Nalluri S., Rajput A.S., Singh J.P., Zhang Y.Fuentes:scopusCompetitiveness of PV inverter as a reactive power compensator considering inverter lifetime reduction
Conference ObjectAbstract: With the increasing adoption of photovoltaic systems (PVs) in distribution grid, many researchers anPalabras claves:Distribution System, inverter lifetime reduction, multiobjective optimisation, photovoltaic System, reactive power, Switched CapacitorAutores:Carlos David Rodríguez-Gallegos, Gandhi O., Reindl T., Srinivasan D.Fuentes:scopus