Matches in SemOpenAlex for { <https://semopenalex.org/work/W4206691603> ?p ?o ?g. }
- W4206691603 endingPage "688" @default.
- W4206691603 startingPage "667" @default.
- W4206691603 abstract "Global climatic changes and increased carbon footprints provided the main impetus for the decrease in the use of fossil fuels for electricity generation and transportation. Matured manufacturing technologies of solar PV panels and on-shore and off-shore windmills have brought down the cost of generation of electricity using solar energy on par with conventional fossil fuel. Initially, solar and wind power generation was envisioned for microgrids, serving small local communities. However, advancements in power electronics have now facilitated large solar and wind farms to be integrated with main power grids. In this context, hosting capacity, which is the amount of distributed energy resources a grid can accommodate, without significant infrastructure up-gradation, has gained importance. In determining the hosting capacity at a particular location, the uncertainties of wind and solar power generation play a role. Effective forecasting models using time-series weather data can be built to predict wind and solar power generation. This forecast is essential to ensure proper grid operation and control when renewable energy sources are already installed. The forecast is also useful in the planning stages for investment decisions and distribution system planning. While long-term forecasts are rarely needed for the operation of integrated grids, accurate short-term predictive models are necessary for scheduling. This paper presents an extensive review of various forecast models available in the literature. The study mainly focuses on the short-term forecast, providing a critical review of the duration of data used in each model and a synoptic comparison of their performance indices." @default.
- W4206691603 created "2022-01-26" @default.
- W4206691603 creator A5027161866 @default.
- W4206691603 creator A5031032244 @default.
- W4206691603 creator A5052616197 @default.
- W4206691603 creator A5061284784 @default.
- W4206691603 creator A5089329772 @default.
- W4206691603 date "2022-01-01" @default.
- W4206691603 modified "2023-10-18" @default.
- W4206691603 title "Critical Review of Data, Models and Performance Metrics for Wind and Solar Power Forecast" @default.
- W4206691603 cites W1547525424 @default.
- W4206691603 cites W1605276600 @default.
- W4206691603 cites W1790870804 @default.
- W4206691603 cites W1964292281 @default.
- W4206691603 cites W1965932476 @default.
- W4206691603 cites W1966808540 @default.
- W4206691603 cites W1967690950 @default.
- W4206691603 cites W1968253958 @default.
- W4206691603 cites W1970392686 @default.
- W4206691603 cites W1975626798 @default.
- W4206691603 cites W1977682580 @default.
- W4206691603 cites W1981875319 @default.
- W4206691603 cites W1982904001 @default.
- W4206691603 cites W1983438816 @default.
- W4206691603 cites W1989092102 @default.
- W4206691603 cites W1991643050 @default.
- W4206691603 cites W1991675922 @default.
- W4206691603 cites W2001507422 @default.
- W4206691603 cites W2004347260 @default.
- W4206691603 cites W2005854567 @default.
- W4206691603 cites W2008873428 @default.
- W4206691603 cites W2009437187 @default.
- W4206691603 cites W2009704573 @default.
- W4206691603 cites W2010133458 @default.
- W4206691603 cites W2013120098 @default.
- W4206691603 cites W2013299964 @default.
- W4206691603 cites W2016166233 @default.
- W4206691603 cites W2016752668 @default.
- W4206691603 cites W2020856472 @default.
- W4206691603 cites W202438023 @default.
- W4206691603 cites W2026058014 @default.
- W4206691603 cites W2026131661 @default.
- W4206691603 cites W2028782916 @default.
- W4206691603 cites W2039238531 @default.
- W4206691603 cites W2043907746 @default.
- W4206691603 cites W2044735270 @default.
- W4206691603 cites W2046580214 @default.
- W4206691603 cites W2049426044 @default.
- W4206691603 cites W2049908643 @default.
- W4206691603 cites W2050313897 @default.
- W4206691603 cites W2050683094 @default.
- W4206691603 cites W2051006518 @default.
- W4206691603 cites W2052059781 @default.
- W4206691603 cites W2054032642 @default.
- W4206691603 cites W2058922249 @default.
- W4206691603 cites W2060606400 @default.
- W4206691603 cites W2061377831 @default.
- W4206691603 cites W2064840593 @default.
- W4206691603 cites W2066890570 @default.
- W4206691603 cites W2067718885 @default.
- W4206691603 cites W2069832858 @default.
- W4206691603 cites W2070795314 @default.
- W4206691603 cites W2070894338 @default.
- W4206691603 cites W2073603371 @default.
- W4206691603 cites W2077228827 @default.
- W4206691603 cites W2079547580 @default.
- W4206691603 cites W2083945982 @default.
- W4206691603 cites W2087410972 @default.
- W4206691603 cites W2089320241 @default.
- W4206691603 cites W2110371102 @default.
- W4206691603 cites W2111072639 @default.
- W4206691603 cites W2114189899 @default.
- W4206691603 cites W2117829824 @default.
- W4206691603 cites W2141767566 @default.
- W4206691603 cites W2143836457 @default.
- W4206691603 cites W2145316193 @default.
- W4206691603 cites W2146981000 @default.
- W4206691603 cites W2154076338 @default.
- W4206691603 cites W2159399339 @default.
- W4206691603 cites W2161336494 @default.
- W4206691603 cites W2162881708 @default.
- W4206691603 cites W2168324529 @default.
- W4206691603 cites W2170681242 @default.
- W4206691603 cites W2177936673 @default.
- W4206691603 cites W2192267129 @default.
- W4206691603 cites W2241247861 @default.
- W4206691603 cites W2322504701 @default.
- W4206691603 cites W2487967714 @default.
- W4206691603 cites W2533124340 @default.
- W4206691603 cites W2538003037 @default.
- W4206691603 cites W2544046091 @default.
- W4206691603 cites W2547913989 @default.
- W4206691603 cites W2551528201 @default.
- W4206691603 cites W2586888681 @default.
- W4206691603 cites W2592540809 @default.
- W4206691603 cites W2593249465 @default.
- W4206691603 cites W2607339923 @default.
- W4206691603 cites W2790103198 @default.