[Data Science Use Case] Automatic Determination of Presence and Absence at Home

Realization of One-to-One After Follow-Up! A case that enabled automatic determination of whether someone is at home based on power data.

We would like to introduce a case that enabled automatic determination of whether a person is at home or not (One to One After Follow). In the power industry’s maintenance management operations, we were considering predicting whether people are at home or not based on the electricity consumption of residences and offices, and linking this to initiatives such as peak shifting and monitoring services. Therefore, we made it possible to determine whether a person is at home or not using machine learning algorithms on the electricity consumption data obtained from smart meters. [Case Overview] ■ Industry: Power ■ Business: Maintenance Management ■ Challenges: Improving operational efficiency, service development ■ Analytics & AI Solution - Determining whether a person is at home or not using machine learning algorithms from electricity consumption data *For more details, please refer to the PDF document or feel free to contact us.

Business Intelligence and Data Analysis