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A Comprehensive Analytical Exploration and Customer Behaviour Analysis of Smart Home Energy Consumption Data with a Practical Case Study by K. Purna Prakash; Y.V. Pavan Kumar; Ch. Pradeep Reddy; D. John Pradeep; Aymen Flah; Ali Nasser Alzaed; Ahmad Aziz Al Ahamdi; Sherif S.M. Ghoneim is a Engineering article available to read on EtoBox.
What is A Comprehensive Analytical Exploration and Customer Behaviour Analysis of Smart Home Energy Consumption Data with a Practical Case Study about?
Over the years, the automation of traditional power grids has been taking place to overcome the difficulties such as blackouts, outages, demand-side management, load profiling, enhancing customer participation, etc. This automation enables the traditional grids to be transformed into smart grids. Smart homes/buildings are key sub-categories of smart grids. The advanced metering infrastructure connected to them continuously captures and stores the energy consumption data as datasets. Usually, understanding the structure of data and the behaviour of customers from energy consumption datasets is a tedious task. There are some literature works tried to explore various smart home energy consumption datasets as well as investigate customer behaviour, however, most of these methods are complex in implementation. Hence, this paper proposes a simple approach for the comprehensive exploration of the smart home energy consumption dataset. This approach can be used for any similar smart home dataset that contains numerical data. Further, using the exploration results, this paper analyzes the customers' energy consumption behaviour by identifying peak hours in communication and electrical persp
Who reads A Comprehensive Analytical Exploration and Customer Behaviour Analysis of Smart Home Energy Consumption Data with a Practical Case Study?
It is typically read by researchers, students, and practitioners in Engineering.
- Author
- K. Purna Prakash; Y.V. Pavan Kumar; Ch. Pradeep Reddy; D. John Pradeep; Aymen Flah; Ali Nasser Alzaed; Ahmad Aziz Al Ahamdi; Sherif S.M. Ghoneim
- Publisher
- Elsevier BV
- Published
- 2022
- Language
- EN
- Field
- Engineering (Physical Sciences)