.DOMESTIC ELECTRICITY CONSUMPTION ANALYSIS USING DATA MINING TECHNIQUES
Abstract & Details
Research Area
Computer Science and Engineering
Keywords
Data Mining
Classification
Clustering
Electricity consumption analysis
Abstract
Smart Grid improves the electricity grid infrastructure by introducing new powerful communication system between consumer and supplier. Implementation of smart meter increases the availability of detail level of consumer electricity load profile data. To improve an efficient planning and development of these new power system, a primary challenge is to analyze the electricity consumption data. To analyze the energy consumption or achieve our objective it choose the best analytic process is data mining techniques including exploratory data analysis and pre-processing, frequent patterns mining and association, classification/characterization, clustering . In this paper, it use these techniques and apply on dataset. Explain and evaluate which techniques are useful for the better understanding of electricity load profile consumption data
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Smita Darbastwar | Dkte society’s textile and engineering institute, Ichalkaranji, Maharashtra, India |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Darbastwar, Smita (2018). .DOMESTIC ELECTRICITY CONSUMPTION ANALYSIS USING DATA MINING TECHNIQUES. International Journal of Advance Research and Innovative Ideas In Education, 4(6), 305-309.
MLA Style
Darbastwar, Smita. ".DOMESTIC ELECTRICITY CONSUMPTION ANALYSIS USING DATA MINING TECHNIQUES." International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 6, 2018, pp. 305-309.
IEEE Style
Smita Darbastwar, ".DOMESTIC ELECTRICITY CONSUMPTION ANALYSIS USING DATA MINING TECHNIQUES," International Journal of Advance Research and Innovative Ideas In Education, vol. 4, no. 6, pp. 305-309, 2018.
Vancouver Style
Darbastwar Smita. .DOMESTIC ELECTRICITY CONSUMPTION ANALYSIS USING DATA MINING TECHNIQUES. International Journal of Advance Research and Innovative Ideas In Education. 2018;4(6):305-309.
Harvard Style
Darbastwar, Smita (2018) '.DOMESTIC ELECTRICITY CONSUMPTION ANALYSIS USING DATA MINING TECHNIQUES', International Journal of Advance Research and Innovative Ideas In Education, 4(6), pp. 305-309.
Chicago Style
Darbastwar, Smita. ".DOMESTIC ELECTRICITY CONSUMPTION ANALYSIS USING DATA MINING TECHNIQUES." International Journal of Advance Research and Innovative Ideas In Education 4, no. 6 (2018): 305-309.
Turabian Style
Darbastwar, Smita. ".DOMESTIC ELECTRICITY CONSUMPTION ANALYSIS USING DATA MINING TECHNIQUES." International Journal of Advance Research and Innovative Ideas In Education 4, no. 6 (2018): 305-309.
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