MQTT Based Power Consumption Monitoring with Usage Pattern Visualization Using Uniform Manifold Approximation and Projection for Smart Buildings

• Main Authors: Montesclaros, Ray Mart M, Cruz, John Emmanuel B, Parocha, Raymark C, Macabebe, Erees Queen B
• 格式: text
• 出版: Archīum Ateneo 2021
• 主題: Energy monitoring; NILM; IoT; OpenHAB; Smart buildings; UMAP; Dimension reduction; Electrical and Computer Engineering; Oil, Gas, and Energy
• 在線閱讀: https://archium.ateneo.edu/ecce-faculty-pubs/89; https://link.springer.com/chapter/10.1007/978-3-030-80126-7_79

The persistent electricity price hikes in the Philippines and the impact of climate change on the country’s energy demands adversely affect the consumer’s finances on a regular basis. These form the foundation for energy efficiency initiatives in building-based electricity consumption. Such initiati...