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

TY - JOUR

T1 - MQTT Based Power Consumption Monitoring with Usage Pattern Visualization Using Uniform Manifold Approximation and Projection for Smart Buildings

AU - Montesclaros, Ray Mart M

AU - Cruz, John Emmanuel B

AU - Parocha, Raymark C

AU - Macabebe, Erees Queen B

N1 - Montesclaros, R. M. M., Cruz, J. E. B., Parocha, R. C., & Macabebe, E. Q. B. (2021). MQTT based power consumption monitoring with usage pattern visualization using uniform manifold approximation and projection for smart buildings. In K. Arai (Ed.), Intelligent Computing (pp. 1124–1140). Springer International Publishing. https://doi.org/10.1007/978-3-030-80126-7_79

PY - 2021/7/7

Y1 - 2021/7/7

KW - Energy monitoring

KW - NILM

KW - IoT

KW - OpenHAB

KW - Smart buildings

KW - UMAP

KW - Dimension reduction

UR - https://archium.ateneo.edu/ecce-faculty-pubs/89

UR - https://link.springer.com/chapter/10.1007/978-3-030-80126-7_79

M3 - Article

JO - Electronics, Computer, and Communications Engineering Faculty Publications

JF - Electronics, Computer, and Communications Engineering Faculty Publications

ER -