Results 21 to 30 of about 5,087,756 (305)

Wind Power Forecasting

, 2021
The wind power generation depends on wind speed and its derivatives like: wind speed and direction. With consideration of stochastic nature of wind power, this work addresses three main issues: first, it discusses the state of art of energy forecasting with emphasis on wind power forecasting. It provides an overview of different variables on which wind
Sumit Saroha, Sanjeev Kumar Aggarwal, Preeti Rana   +2 more
openaire   +2 more sources

Forecasting of Power Demands Using Deep Learning

Applied Sciences, 2020
The forecasting of electricity demands is important for planning for power generator sector improvement and preparing for periodical operations. The prediction of future electricity demand is a challenging task due to the complexity of the available ...
Taehyung Kang, Dae Yeong Lim, Hilal Tayara, Kil To Chong   +3 more
doaj   +1 more source

Short-term photovoltaic power forecasting method based on irradiance correction and error forecasting

Energy Reports, 2021
Accurate photovoltaic (PV) power forecasting is of great significance for safe and stable operation for PV power plant and reasonable dispatching of power grids, and it is also a fundamental technology to ensure the high ratio of PV power generation ...
Yanhong Ma, Qingquan Lv, Ruixiao Zhang, Yanqi Zhang, Honglu Zhu, Wansi Yin   +5 more
doaj   +1 more source

Collaborative Wind Power Forecast

, 2014
There are several new emerging environments, generating data spatially spread and interrelated. These applications reinforce the importance of the development of analytical systems capable to sense the environment and receive data from different locations.
Vânia Almeida, João Gama 0001
openaire   +3 more sources

Forecasting Energy Storage Requirements for Energy Complex with Solar Power Plant and Battery Energy Storage System

Solar
Despite the many advantages of renewable energy sources, the stochastic nature of their generation creates a mismatch between electricity production and demand timing. Without appropriate storage solutions, surplus energy remains unused. Although battery
Volodymyr Derii, Artur Zaporozhets, Tetiana Nechaieva, Yaroslav Havrylenko   +3 more
doaj   +1 more source

Deterministic Step-by-Step Control of Solar Generation Imbalances in Power Systems

Solar
This paper examines an algorithm and evaluates the upper limits of technical parameters for step-by-step management of forecast coverage for aggregated generation from solar power plants (SPPs) in Ukraine, given the high share of renewable energy sources
Artur Zaporozhets, Vitalii Babak, Mykhailo Kulyk, Viktor Denysov   +3 more
doaj   +1 more source

Novel Methodology for Determining Necessary and Sufficient Power in Integrated Power Systems Based on the Forecasted Volumes of Electricity Production

Electricity
This study presents a novel methodology for determining zonal electricity generation and capacity requirements corresponding to forecasted annual production in an integrated power system (IPS).
Artur Zaporozhets, Vitalii Babak, Mykhailo Kulyk, Viktor Denysov   +3 more
doaj   +1 more source

Modelling the RES Balanced Integration in Forecasting the Power System’s Long-Term Development

Forecasting
The growing integration of variable renewable energy sources (VRES) challenges power system flexibility and may cause curtailment due to excess capacity, grid constraints, or operational and market factors.
Tetiana Nechaieva, Volodymyr Derii, Artur Zaporozhets, Viktor Denysov   +3 more
doaj   +1 more source

Machine Learning Based Solar Photovoltaic Power Forecasting: A Review and Comparison

IEEE Access, 2023
The growing interest in renewable energy and the falling prices of solar panels place solar electricity in a favourable position for adoption. However, the high-rate adoption of intermittent renewable energy introduces challenges and the potential to ...
Jwaone Gaboitaolelwe, Adamu Murtala Zungeru, Abid Yahya, Caspar K. Lebekwe, Dasari Naga Vinod, Ayodeji Olalekan Salau   +5 more
doaj   +1 more source

Different Forecasting Horizons Based Performance Analysis of Electricity Load Forecasting Using Multilayer Perceptron Neural Network

, 2021
With an uninterrupted power supply to the consumer, it is obligatory to balance the electricity generated by the electricity load. The effective planning of economic dispatch, reserve requirements, and quality power provision for accurate consumer ...
Manogaran Madhiarasan, Mohamed Louzazni
core   +1 more source