A Survey of Different Prediction Models & Role of Artificial Neural Networks for Natural Gas Consumption
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Survey Paper | Computer Science & Engineering | India | Volume 4 Issue 11, November 2015

A Survey of Different Prediction Models & Role of Artificial Neural Networks for Natural Gas Consumption

Prabodh K Pradhan, Sunil Dhal

It is very important fact that natural gas is now a very significant element of human beings day to day life. Local Distribution Companies (LDCs) are forecasting their customers' natural gas demand with different traditional and advanced methodologies. However the forecasting needs to be accurate to mitigate the demand and supply. A significant error on a single day can cost a lot to the customers of the LDC. Different attempts have been made to predict the natural gas prediction accurately by different research paper. A better and more realistic energy forecast is essential for the policy makers and LDC owners / managers when futuristic decisions for the next epoch. As this upsurge in energy usage may posture a threat to economic development in the nation, Therefore, the policy makers need an accurate prediction of natural gas consumption to meet the demand and needs of the people. This paper looks at the brief description of each method and techniques described in different research papers.

Keywords: Neural Network, prediction, ARIMAX, Gas consumption, Mathematical model

Edition: Volume 4 Issue 11, November 2015

Pages: 1325 - 1328

Share this Article

How to Cite this Article?

Prabodh K Pradhan, Sunil Dhal, "A Survey of Different Prediction Models & Role of Artificial Neural Networks for Natural Gas Consumption", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV151383, Volume 4 Issue 11, November 2015, 1325 - 1328

145 PDF Views | 105 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Neural Network'

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

| Weekly Popularity: ⮙10

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021

Pages: 1720 - 1723

Key Phrase Extraction Using Recurrent Neural Network

Aakib Jabbar, Preeti Sondhi

Share this Article

| Weekly Popularity: ⮙12

Student Project, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021

Pages: 1677 - 1680

Detecting Pneumonia from X-Ray Images using Deep Learning

Deep Piyushkumar Patel

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1673 - 1677

Convolution Neural Network Based Image Recognition

Sofia Hamid, Mrigana Walia

Share this Article

| Weekly Popularity: ⮙5

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 826 - 829

Neural Systems Approach for Ammography Finding by Utilizing Wavelet Features

A. Mallareddy, A. Priyanka

Share this Article

Similar Articles with Keyword 'prediction'

| Weekly Popularity: ⮙37

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

| Weekly Popularity: ⮙12

Student Project, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021

Pages: 1677 - 1680

Detecting Pneumonia from X-Ray Images using Deep Learning

Deep Piyushkumar Patel

Share this Article

| Weekly Popularity: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 886 - 889

Survey on Algorithms Predicting Performance of Keyword Queries

Snehal Borole

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1669 - 1672

Random Forest Based Heart Disease Prediction

Adeen, Preeti Sondhi

Share this Article

| Weekly Popularity: ⮙1

Research Paper, Computer Science & Engineering, Sweden, Volume 9 Issue 12, December 2020

Pages: 1137 - 1139

Predicting Diabetes using Gradient Boosting is a Machine Learning Technique

Ali Adam Mohammad

Share this Article

Similar Articles with Keyword 'Mathematical model'

| Weekly Popularity: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 1325 - 1328

A Survey of Different Prediction Models & Role of Artificial Neural Networks for Natural Gas Consumption

Prabodh K Pradhan, Sunil Dhal

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2472 - 2475

Mining Interaction Patterns among Brain Regions by Clustering Based Interactive K-Means

Amruta S. Chougule, S. A. Bajpai

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016

Pages: 651 - 655

Pre-Release Success Quotient Prediction of Movies

Harsh Taneja, Anupam Dewan, Vineet Bhardhwaj

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1220 - 1224

Effectiveness of Soft Computing Tools to Discover the Pattern in Thermal Properties of Nanofluids - A Review

R. Kavitha, Dr. P. C. Mukesh Kumar

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 12, December 2016

Pages: 1675 - 1680

Parameter Estimation and Validation Testing Procedures for Software Reliability Growth Model

Manohar Singh, Dr. Vaibhav Bansal

Share this Article
Top