The ANFIS model of electric vehicle energy consumption for Thailand power development plan

The energy security and global warming are considerable issues in Thailand that have been increasing continuously imported fuel which uses over 50 percent of transportation sector. Although, Thailand has already promoted conservation energy under the EEDP which is promoted the electric vehicle. The switching energy fuel to electric will affect to the PDP 2015. This paper presents the ANFIS model of electric vehicle energy consumption for PDP which are considerate fuel and electric vehicles such as passenger car, taxi, motorcycle and bus. The technical factors are analyzing efficiency of both vehicles which are classified information by ANOVA process and simulated model under the ANFIS method to forecast the number of electric vehicle. The simulation of three feasible scenarios will be presented to guide the appropriate number of electric vehicle which compare with PDP. Finally, the worst scenario of energy consumption will be information to discuss and review the PDP.