Day-ahead hourly forecasting of power generation from photovoltaic plants
The ability to accurately forecast power generation from renewable sources is nowadays
recognized as a fundamental skill to improve the operation of power systems. Despite the …
recognized as a fundamental skill to improve the operation of power systems. Despite the …
An integrated model predictive control approach for optimal HVAC and energy storage operation in large-scale buildings
This paper deals with the problem of cost-optimal operation of smart buildings that integrate
a centralized HVAC system, photovoltaic generation and both thermal and electrical storage …
a centralized HVAC system, photovoltaic generation and both thermal and electrical storage …
Assessment of different deep learning methods of power generation forecasting for solar PV system
WC Kuo, CH Chen, SH Hua, CC Wang - Applied Sciences, 2022 - mdpi.com
An increase in renewable energy injected into the power system will directly cause a
fluctuation in the overall voltage and frequency of the power system. Thus, renewable …
fluctuation in the overall voltage and frequency of the power system. Thus, renewable …
Energy storage operation for voltage control in distribution networks: A receding horizon approach
The widespread diffusion of renewable energy sources and low carbon technologies in
distribution electricity grids calls for counteracting overvoltage and undervoltage arising in …
distribution electricity grids calls for counteracting overvoltage and undervoltage arising in …
A novel prediction error-based power forecasting scheme for real pv system using pvusa model: A grey box-based neural network approach
This paper presents a prediction error-based power forecasting (PEBF) method for a
Photovoltaic (PV) system, using Photovoltaics for Utility Scale Applications (PVUSA) model …
Photovoltaic (PV) system, using Photovoltaics for Utility Scale Applications (PVUSA) model …
Model estimation for solar generation forecasting using cloud cover data
This paper presents a parametric model approach to address the problem of photovoltaic
generation forecasting in a scenario where measurements of meteorological variables, ie …
generation forecasting in a scenario where measurements of meteorological variables, ie …
Adaptability evaluation and active power regulation of FID in active distribution network
H Wu, X Lin, M Ding, R Bi, C Luo, B Xu - International Journal of Electrical …, 2021 - Elsevier
In this study, a two-layer model is established for evaluating the adaptability and regulating
the active power to improve the economy and stability of a distribution network. A flexible …
the active power to improve the economy and stability of a distribution network. A flexible …
Reduction of forced outages in islanded microgrids by compensating model uncertainties in PV rating and battery capacity
Energy management systems for islanded microgrids often rely on predictions of energy
availability and usage. Such predictions can be used to plan actions, such as shedding non …
availability and usage. Such predictions can be used to plan actions, such as shedding non …
Estimation of photovoltaic generation forecasting models using limited information
This work deals with the problem of estimating a photovoltaic generation forecasting model
in scenarios where measurements of meteorological variables (ie, solar irradiance and …
in scenarios where measurements of meteorological variables (ie, solar irradiance and …
Bidding strategies for renewable energy generation with non stationary statistics
The intrinsic variability in non-dispatchable power generation raises important challenges to
the integration of renewable energy sources into the electricity grid. This paper studies the …
the integration of renewable energy sources into the electricity grid. This paper studies the …