Learning Algorithm Utilization Solution - メーカー・企業と製品の一覧

[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 someone is at home or not (One to One After Follow). In the power industry’s maintenance management operations, we aimed to predict whether individuals are at home or not based on the power consumption of residential and office spaces, and connect this to initiatives such as peak shifting and monitoring services. To achieve this, we utilized machine learning algorithms to determine whether individuals are at home or not from the power consumption data obtained from smart meters. 【Case Overview】 ■Industry: Power ■Operation: Maintenance Management ■Challenges: Improving operational efficiency, service development ■Analytics and AI Solution - Determining whether individuals are at home or not using machine learning algorithms from power consumption data *For more details, please refer to the PDF document or feel free to contact us.