Real-Time Power Consumption Monitoring and Forecasting Using Regression Techniques and Machine Learning Algorithms

• Main Authors: Arce, Jose Mari M, Macabebe, Erees Queen B
• Format: text
• Published: Archīum Ateneo 2019
• Subjects: Electricity Consumption; Energy Monitoring System; Forecasting; Machine Learning; Electrical and Computer Engineering
• Online Access: https://archium.ateneo.edu/ecce-faculty-pubs/16; https://ieeexplore.ieee.org/abstract/document/8980380
• Institution: Ateneo De Manila University

The demand for electricity in the Philippines has been steadily increasing with about one-third of the share going to the residential sector. Thus, there is a need to introduce energy management tools for residences to allow households to take control of their electricity consumption. This work pres...