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

• المؤلفون الرئيسيون: Montesclaros, Ray Mart M, Cruz, John Emmanuel B, Parocha, Raymark C, Macabebe, Erees Queen B
• التنسيق: text
• منشور في: Archīum Ateneo 2021
• الموضوعات: Energy monitoring; NILM; IoT; OpenHAB; Smart buildings; UMAP; Dimension reduction; Electrical and Computer Engineering; Oil, Gas, and Energy
• الوصول للمادة أونلاين: https://archium.ateneo.edu/ecce-faculty-pubs/89; https://link.springer.com/chapter/10.1007/978-3-030-80126-7_79
• المؤسسة: Ateneo De Manila University

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...