Short-term Load Forecasting Using the Adaptive Network-based Fuzzy Inference System
Journal Title: International Journal of Electrical and Electronics Engineering Research (IJEEER) - Year 2017, Vol 7, Issue 4
Abstract
The short-term load forecasting method plays an important role for electric utility that can help the electric utility to improve reliability and security of electricity supply. This paper proposed an adaptive network-based fuzzy inference system (ANFIS) based method for the short-term load forecasting. To evaluate the accuracy of the proposed ANFIS based forecasting method, the load data of a practical electrical power system was used. The accuracy of the proposed method was evaluated using two indices, namely the maximum absolute percentage error, and the mean absolute percentage error. The forecasting data are found to be in close agreement with the realistic data. The numerical simulation results show that the proposed approach may achieve quite satisfactory forecasting of load.
Authors and Affiliations
Wen-Yeau Chang .
Keywords
Related Articles
- EP ID EP240280
- DOI -
- Views 134
- Downloads 0
Ruthenium Detection By XRF in Metamorphic Rocks
The following report shows the experimental results of detecting Ru (ruthenium) element, in metamorphic rocks, found on different geographic areas of Colombian, performing X-ray fluorescence spectroscopy (XRF). After fie...
A STOCHASTIC FUZZY CONTROLLED RESONANT CONVERTER FOR DISCHARGE LAMPS WITH PFC
The brightness of discharge lamps is controlled by varying the frequency of the resonant converter for high efficiency operation. In this paper we introduce a resonant converter with a magnetic energy recovery switch alo...
SIMULATION OF DSTATCOM FOR POWER FACTOR IMPROVEMENT
The main aim of this paper is to represents an instantaneous power control of D- STATCOM for power factor and power flow control. When installed DSTATCOM to reduces to power quality disturbance. DSTATCOM device is used f...
FAULT-TREE ANALYSIS OF CASCADED H-BRIDGE INVERTER ACCORDING TO VARIOUS SWITCHING SCHEMES
Cascaded H-bridge multilevel inverter increases the number of output voltage levels by connecting H-bridge cells in series. More H-bridge cells ensure high qualified output voltage waves similar to sinusoidal wave and in...
ADVANCED SHOPPING CART AND BILLING USING RFID TECHNIQUE
In todays globalized world people are more exposed to various mode of entertainment, shopping mall is one of biggest place of entertainment especially in metro cities. During any festival or some day’s malls offers big d...