Electric Load Forecasting Using Genetic Algorithm – A Review
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2014, Vol 4, Issue 6
Abstract
Many real-world problems from operations research and management science are very complex in nature and quite hard to solve by conventional optimization techniques. So, intelligent solutions based on genetic algorithm (GA), to solve these complicated practical problems in various sectors are becoming more and more widespread nowadays. GAs are being developed and deployed worldwide in myriad applications, mainly because of their symbolic reasoning, flexibility and explanation capabilities. This paper provides an overview of GAs, as well as their current use in the field of electric load forecasting. The types of GA are outlined, leading to a discussion of the various types and parameters of load forecasting. The paper concludes by sharing thoughts and estimations on GA for load forecasting for future prospects in this area. This review reveals that although still regarded as a novel methodology, GA technologies are shown to have matured to the point of offering real practical benefits in many of their applications.
Authors and Affiliations
Arun Kumar Gangwar, Farheen Chishti
A Solar Desalination System Using HumidificationDehumidification Process- A Review of Recent Research
Abstract: Desalination involves any process in which dissolved minerals are removed from saline or brackish water. The paper evaluates the characteristics for several layouts for the humidification dehumidific...
Design of Multiplier Less 32 Tap FIR Filter using VHDL
This Paper provide the principles of Distributed Arithmetic, and introduce it into the FIR filters design, and then presents a 32-Tap FIR low-pass filter using Distributed Arithmetic, which save considerable MA...
Conservation of Energy: a Case Study on Energy Conservation in Campus Lighting in an Institution
Fossil fuel reserve in India is depleting in a rapid way with development of the country. To meet the energy crisis, end user efficiency has an important role. This paper deals with the energy conservation in ligh...
Design and Implementation of OFDM Trans-Receiver for IEEE 802.11(WLAN)
Orthogonal Frequency Division Multiplexing (OFDM) is a multi-carrier modulation technique. OFDM provides high bandwidth efficiency because the carriers are orthogonal to each other’s and multiple carriers share the data...
Comparison of Conventional and “Satlevel” Collocation Model for Production of Contour Map of Yanbu Industrial City
Contour map is very useful as its portrays the three dimensional (3D) configuration of the area under study. Data acquisition by conventional method of production of such maps has been very tedious. There is need for sim...