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Title: :  Deep Neural Networks are used to identify theft of energy in systems for managing energy.
PaperId: :  21546
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21546
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shubha RThe National Institute of Engineering
Bhavani RThe National Institute of Engineering

Abstract

MCA
Electricity theft, Agglomerative clustering, Artificial neural network ,Faithfull ,Unfaithfull
The prevalence of electricity theft, which is a serious concern, has an bang on equally service company and power consumers. It has a negative impact on the financial health of utility companies, raises electrical safety concerns, and significantly raises energy costs for consumers. The creation of smart grids is essential for preventing electricity theft because these systems produce a vast amount of data, offers user usage data that may be used to detect energy theft via device wisdom or deep learning approaches. Smart grids will offer a no of benefits, including increased energy efficiency, fewer power outages, and improved security, as the demand for electricity rises. One of the main sources of income for utility companies is electricity theft. The goal of this research is to demonstrate how a synthetic neural network may be used to identify energy theft in smart grids. We’ll start by pre-processing the collected data, which we’ll call the Kaggle electricity usage dataset. Then, the Kaggle dataset will be fed into the ANN, which will learn to identify patterns and variations in the consumption data.The ANN will then be trained on the dataset’s valid consumption patterns. Finally, the dataset will be tested against a group of instances of theft

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IJARIIE Shubha R, and Bhavani R. "Deep Neural Networks are used to identify theft of energy in systems for managing energy." International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 186-190
MLA Shubha R, and Bhavani R. "Deep Neural Networks are used to identify theft of energy in systems for managing energy.." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 186-190.
APA Shubha R, & Bhavani R. (2023). Deep Neural Networks are used to identify theft of energy in systems for managing energy.. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 186-190.
Chicago Shubha R, and Bhavani R. "Deep Neural Networks are used to identify theft of energy in systems for managing energy.." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 186-190.
Oxford Shubha R, and Bhavani R. 'Deep Neural Networks are used to identify theft of energy in systems for managing energy.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 186-190. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Deep_Neural_Networks_are_used_to_identify_theft_of_energy_in_systems_for_managing_energy__ijariie21546.pdf (Accessed : 06 November 2024).
Harvard Shubha R, and Bhavani R. (2023) 'Deep Neural Networks are used to identify theft of energy in systems for managing energy.', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 186-190IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Deep_Neural_Networks_are_used_to_identify_theft_of_energy_in_systems_for_managing_energy__ijariie21546.pdf (Accessed : 06 November 2024)
IEEE Shubha R, and Bhavani R, "Deep Neural Networks are used to identify theft of energy in systems for managing energy.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 186-190, Sep-Oct 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Deep_Neural_Networks_are_used_to_identify_theft_of_energy_in_systems_for_managing_energy__ijariie21546.pdf [Accessed : 06 November 2024].
Turabian Shubha R, and Bhavani R. "Deep Neural Networks are used to identify theft of energy in systems for managing energy.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 (06 November 2024).
Vancouver Shubha R, and Bhavani R. Deep Neural Networks are used to identify theft of energy in systems for managing energy.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 06 November 2024]; 9(5) : 186-190. Available from: https://ijariie.com/AdminUploadPdf/Deep_Neural_Networks_are_used_to_identify_theft_of_energy_in_systems_for_managing_energy__ijariie21546.pdf
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