Proposed Implementation on Electricity Usage Predications Analysis for Town Usage Application

6 Pages Posted: 28 Mar 2019

See all articles by Umesh Kulkarni

Umesh Kulkarni

Pacific University (India); Vidyalankar Institute of Technology - Department of Computer Engineering

Thaksen Parvat

Singhad Institute of Technology

Rohit Barve

Vidyalankar Institute of Technology

Radha Kushat

Vidyalankar Institute of Technology

Date Written: March 26, 2019

Abstract

Proposed system is working on a prediction model here we are trying to address a typical problem of whole world which is going to come up that is the usage of electrical usage. Here we are using a UCI data set for the initial processing. Uncertain probabilistic data is accepted and converted in certain predicated vales by use of aggregation. Data science logic is used for estimating future power prediction and to have actual estimated requirement of electrical power analysis. Regression analysis is one of the methods which can be worked out. Linear regression is one way for implementing this model. Here we have tried to concentrate on the home electrical usage in a town.

Keywords: Regression, Probabilistic Data, Electrical Usage Data Mining, Data Science

Suggested Citation

Kulkarni, Umesh and Parvat, Thaksen and Barve, Rohit and Kushat, Radha, Proposed Implementation on Electricity Usage Predications Analysis for Town Usage Application (March 26, 2019). Proceedings 2019: Conference on Technologies for Future Cities (CTFC), Available at SSRN: https://ssrn.com/abstract=3360362 or http://dx.doi.org/10.2139/ssrn.3360362

Umesh Kulkarni

Pacific University (India) ( email )

P.B-12 Pacific Hills, Airport Road
Pratap Nagar Extension
Forest Grove, Rajasthan 313024
India

Vidyalankar Institute of Technology - Department of Computer Engineering ( email )

India

Thaksen Parvat

Singhad Institute of Technology ( email )

Kusgaon BK Lonavala
India

Rohit Barve (Contact Author)

Vidyalankar Institute of Technology ( email )

Vidyalankar Marg
Wadala
Mumbai, Maharashtra 400039
India

Radha Kushat

Vidyalankar Institute of Technology

Vidyalankar Marg
Wadala
Mumbai, Maharashtra 400039
India

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