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

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

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...

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Bibliographic Details
Main Authors: Montesclaros, Ray Mart M, Cruz, John Emmanuel B, Parocha, Raymark C, Macabebe, Erees Queen B
Format: text
Published: Archīum Ateneo 2021
Subjects:
Energy monitoring
NILM
IoT
OpenHAB
Smart buildings
UMAP
Dimension reduction
Electrical and Computer Engineering
Oil, Gas, and Energy
Online Access:https://archium.ateneo.edu/ecce-faculty-pubs/89
https://link.springer.com/chapter/10.1007/978-3-030-80126-7_79
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Institution: Ateneo De Manila University

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https://archium.ateneo.edu/ecce-faculty-pubs/89
https://link.springer.com/chapter/10.1007/978-3-030-80126-7_79

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