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Paper Details

Paper Title
An ANN Based Approach for efficient power consumption Monitoring: IoT Power Consumption algorithm
IoT is a cutting edge technology, where many applications are built on the top of usability of internet. It help in device monitoring, its electricity consumption and how it can be used for further planning of household energy consumption. Internet help in sharing information with a frequent interval of time. Smart home and energy consumption monitoring help in planning for further usage, cost utilization etc. In previous usability approach, there are technique such as genetic algorithm, Apriori frequent pattern finding approach, Some hybrid approach is used. A lacking in finding exactness in the solution provided is lacking in approaches. They exhibit low accuracy monitoring with other consumption parameter. In this paper an Enhance ANN approach which is based on finding optimal usage is performed. Working towards the noise removal and then finding optimal data usage in power consumption is performed by the work. The experiment evaluation is performed on Java framework and parameter such as accuracy, precision etc were performed for efficiency monitoring of proposed work. A real time hardware implementation further left for the future work.
Energy consumption, ANN, Apriori Algorithm, IoT Devices, Smart Home, Energy Consumption
Others Details
Paper Id : 50957
Author Name : Pratibha Tiwari
Co-Author Name(s) : Satish Dehariya
Volume/Issue No : Volume 05 Issue 01
Page No : 118-122
DOI Number : DOI:10.21090/IJAERD.50957
Publication Date : 2018-01-12
License : This work is licensed under a Creative Commons Attribution 4.0 International License.
website :
Impact Factor : 4.72, SJIF-2016
ISSN Details : eISSN: 2348-4470, pISSN:2348-6406