In this paper, we discussed the analysis of smart meter usage based on monitoring and load profiling of consumers. We intend the method to improve the quality of elderly people's life by measuring the appliances energy consumption information with the duration of the time of the usage. The smart meter data is used to analyze and monitor the elderly people for normal or abnormal behavior by indicating their health status. The application has better performance and real-time monitoring capability by automatically logging results and helping the elders to be always monitoring by their caregivers without physical interaction.