Application of Support Vector Machine for Wind Speed Forecasting
Journal Title: International Journal of Research and Review - Year 2018, Vol 5, Issue 7
Abstract
As the whole world is facing problem of global warming and energy crisis, technologists are looking for the renewable energy sources for better present and future of the next generation. Many countries pay more attention to the development of wind power, which will play an important role in meeting the target of electricity generation from renewable sources. The utility-scale generation of electricity from the wind has a number of desirable attributes such as no air pollution and low operating costs. Despite these attributes, operators of electric power systems remain concerned that wind, as an intermittent resource, can harm system reliability and raise operating costs. There is no doubt that the addition of large amounts of wind generation can impose a burden on system operators, who must dynamically schedule other types of generation to respond to changes in wind generation. Recent studies have indicated that accurate wind speed forecasts bring significant cost savings. Forecasts of wind speed are becoming critical as interest grows in wind as a clean and renewable source of energy, in addition to wide range of other usages. Support Vector Machine [LIBSVM] with MATLAB platform is used in the present work for the wind speed forecasting. Encouraging results are obtained on the data measured at the two different locations in Mumbai.
Authors and Affiliations
Yogesh. D Rashinkar, PA Ghonge
Keywords
Related Articles
- EP ID EP482035
- DOI -
- Views 75
- Downloads 0
Socio- Economic and Demographic Variables Impacting the Costing of Diabetes Mellitus in an Urban Slum in Mumbai
Although Diabetes mellitus (DM) is a common chronic disease in nearly all countries, India is on the brink of an epidemic of Diabetes Mellitus. It is an escalating problem in India and has major socioeconomic dimensions....
Surveying of Cereal Crops Market Chain in West Shoa Zone of Oromia Regional State, Ethiopia
In Ethiopia, cereal production and marketing are the means of livelihood for millions of small holder households and it constitutes the single largest sub-sector in economy. But, in the country there is a great market fl...
Solutions of the Hua System on Hermitian Symmetric Spaces of Tube Type
In this paper, we give an over view results on the eigen functions of the Hua operator on a Hermitian symmetric space of tube type X = G/K, , let λ_j ∈ C (j=1,2,……,n)such that ∑_(j=1)^n▒〖R(λ_j) 〗> η - 1, and let F be...
Incidence of Fungal Rhinosinusitis in Bihar and Its Management
Introduction: Chronic rhinosinusitis is a clinical syndrome manifested by a prolonged inflammatory response of the nasal and sinus mucosa and the underlying bone. This entity is often associated with the presence of alle...
Spinal Psammomatous Meningioma with Ossification and Extramedullary Hematopoiesis
Spinal canal meningioma is a rare tumor which is mostly benign and slow growing. Psammomatous calcification is commonly seen in meningioma but only few cases of ossified meningioma have been reported. Extramedullary hema...