none
SHORT-TERM LOAD
FORECASTING USING ARTIFICIAL
NEURAL NETWORK TECHNIQUES
A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE
REQUIREMENTS FOR THE DEGREE OF
BACHELOR OF TECHNOLOGY
In
Electrical Engineering
By
MANOJ KUMAR
ROLL NO. 10502053
Department of Electrical Engineering
National Institute of Technology
Rourkela,2009
i
SHORT-TERM LOAD FORECASTING USING ANN TECHNIQUE
LOAD FORECASTING USING
ARTIFICIAL NEURAL NETWORK
TECHNIQUES
A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE
REQUIREMENTS FOR THE DEGREE OF
BACHELOR OF TECHNOLOGY
In
Electrical Engineering
By
MANOJ KUMAR
ROLL NO. 10502053
Under the Guidance of
PROF. K.R. SUBHASHINI
Department of Electrical Engineering
National Institute of Technology
Rourkela,2009
ii
SHORT-TERM LOAD FORECASTING USING ANN TECHNIQUE
National Institute of Technology
Rourkela
CERTIFICATE
This is to certify that the thesis entitled “Load Forecasting using Artificial
Neural Network Techniques” submitted by Manoj Kumar (10502053), in the partial fulfillment of the requirement for the degree of Bachelor of
Technology in Electrical Engineering, National Institute of Technology,
Rourkela, is an authentic work carried out by them under my supervision.
To the best of my knowledge the matter embodied in the thesis has not been submitted to any other university/institute for the award of any degree or diploma.
(Prof K. R. Subhashini)
Date:
Dept of Electrical Engineering
National Institute of Technology
Rourkela-769008
iii
SHORT-TERM LOAD FORECASTING USING ANN TECHNIQUE
ACKNOWLEDGEMENT
I wish to express my profound sense of deepest gratitude to my guide and motivator Prof. K. R. Subhashini, Electrical Engineering Department, National
Institute of Technology, Rourkela for her valuable guidance, sympathy and cooperation and finally help for providing necessary facilities and sources during the entire period of this project.
I wish to convey my sincere
FORECASTING USING ARTIFICIAL
NEURAL NETWORK TECHNIQUES
A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE
REQUIREMENTS FOR THE DEGREE OF
BACHELOR OF TECHNOLOGY
In
Electrical Engineering
By
MANOJ KUMAR
ROLL NO. 10502053
Department of Electrical Engineering
National Institute of Technology
Rourkela,2009
i
SHORT-TERM LOAD FORECASTING USING ANN TECHNIQUE
LOAD FORECASTING USING
ARTIFICIAL NEURAL NETWORK
TECHNIQUES
A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE
REQUIREMENTS FOR THE DEGREE OF
BACHELOR OF TECHNOLOGY
In
Electrical Engineering
By
MANOJ KUMAR
ROLL NO. 10502053
Under the Guidance of
PROF. K.R. SUBHASHINI
Department of Electrical Engineering
National Institute of Technology
Rourkela,2009
ii
SHORT-TERM LOAD FORECASTING USING ANN TECHNIQUE
National Institute of Technology
Rourkela
CERTIFICATE
This is to certify that the thesis entitled “Load Forecasting using Artificial
Neural Network Techniques” submitted by Manoj Kumar (10502053), in the partial fulfillment of the requirement for the degree of Bachelor of
Technology in Electrical Engineering, National Institute of Technology,
Rourkela, is an authentic work carried out by them under my supervision.
To the best of my knowledge the matter embodied in the thesis has not been submitted to any other university/institute for the award of any degree or diploma.
(Prof K. R. Subhashini)
Date:
Dept of Electrical Engineering
National Institute of Technology
Rourkela-769008
iii
SHORT-TERM LOAD FORECASTING USING ANN TECHNIQUE
ACKNOWLEDGEMENT
I wish to express my profound sense of deepest gratitude to my guide and motivator Prof. K. R. Subhashini, Electrical Engineering Department, National
Institute of Technology, Rourkela for her valuable guidance, sympathy and cooperation and finally help for providing necessary facilities and sources during the entire period of this project.
I wish to convey my sincere