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 69
- Downloads 0
Arsenical Disease Burden and Psychosocial, Behavioral & Economic Issues Associated with Chronic Arsenic Exposure: A Study in Malda District, West Bengal
Background: Arsenic pollution in groundwater had been causing great environmental health hazard in West Bengal, India. A study on disease burden, and psychosocial, behavioral and & economic issues related to chronic arse...
The Influence of Trust and Satisfaction on Loyalty of Online Shop Customers (In Toko Jequeleen, Medan)
Industrial Revolution 4.0 has given birth to various businesses; one of which is online shop which offers facilities to shop online and brings impacts on purchase patterns and item sales making it a new model in the shop...
A Comparative Study of Haemodynamic Changes During General Anaesthesia With I-GEL or Intubating Laryngeal Mask Airway
Aims and Objective: The technique of securing upper airway that avoids or minimizes pharyngo -laryngeal stimulation may produce lesser hemodynamic response. We compared hemodynamic response with ILMA and I-gel insertion...
Parental View on Problems Faced By Them with an Adult with Intellectual Disability- A Study
Intellectual disability is a kind of disability which is lifelong. It has a major impact both on the children and their families. The learning characters of intellectual disability are that they learn very slow and forge...
The Islamic Perspective of Marketing Communication in Online Business Advertisement: A Case Study in Go-Jek Online Transport Sales Service
The problems in the marketing communication arise due to services given to consumers, to inconvenience in transportation service, and to uncertain waiting time. With regard to the online business advertisement practiced...