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

Ray Mart M. Montesclaros; John Emmanuel B. Cruz; Raymark C. Parocha; Erees Queen B. Macabebe

doi:10.1007/978-3-030-80126-7_79

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

Ray Mart M. Montesclaros
, John Emmanuel B. Cruz
, Raymark C. Parocha
, Erees Queen B. Macabebe

Department of Electronics, Computer, and Communications Engineering

Ateneo de Manila University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Intelligent Computing - Proceedings of the 2021 Computing Conference
Editors	Kohei Arai
Publisher	Springer Nature
Pages	1124-1140
Number of pages	17
ISBN (Electronic)	9783030801250
DOIs	https://doi.org/10.1007/978-3-030-80126-7_79
State	Published - 2021
Event	Computing Conference 2021 - Virtual, Online Duration: Jul 15 2021 → Jul 16 2021

Publication series

Name	Intelligent Computing - Proceedings of the 2021 Computing Conference

Conference

Conference	Computing Conference 2021
City	Virtual, Online
Period	7/15/21 → 7/16/21

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy
SDG 13 Climate Action

ASJC Scopus Subject Areas

General Computer Science

Keywords

Dimension reduction
Energy monitoring
IoT
NILM
OpenHAB
Smart buildings
UMAP

Access to Document

10.1007/978-3-030-80126-7_79

Cite this

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 - Proceedings of the 2021 Computing Conference (pp. 1124-1140). (Intelligent Computing - Proceedings of the 2021 Computing Conference). Springer Nature. https://doi.org/10.1007/978-3-030-80126-7_79

MQTT Based Power Consumption Monitoring with Usage Pattern Visualization Using Uniform Manifold Approximation and Projection for Smart Buildings. / Montesclaros, Ray Mart M.; Cruz, John Emmanuel B.; Parocha, Raymark C. et al.
Intelligent Computing - Proceedings of the 2021 Computing Conference. ed. / Kohei Arai. Springer Nature, 2021. p. 1124-1140 (Intelligent Computing - Proceedings of the 2021 Computing Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Montesclaros, RMM, Cruz, JEB, Parocha, RC & Macabebe, EQB 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 - Proceedings of the 2021 Computing Conference. Intelligent Computing - Proceedings of the 2021 Computing Conference, Springer Nature, pp. 1124-1140, Computing Conference 2021, Virtual, Online, 7/15/21. https://doi.org/10.1007/978-3-030-80126-7_79

Montesclaros RMM, Cruz JEB, Parocha RC, Macabebe EQB. MQTT Based Power Consumption Monitoring with Usage Pattern Visualization Using Uniform Manifold Approximation and Projection for Smart Buildings. In Arai K, editor, Intelligent Computing - Proceedings of the 2021 Computing Conference. Springer Nature. 2021. p. 1124-1140. (Intelligent Computing - Proceedings of the 2021 Computing Conference). doi: 10.1007/978-3-030-80126-7_79

Montesclaros, Ray Mart M. ; Cruz, John Emmanuel B. ; Parocha, Raymark C. et al. / MQTT Based Power Consumption Monitoring with Usage Pattern Visualization Using Uniform Manifold Approximation and Projection for Smart Buildings. Intelligent Computing - Proceedings of the 2021 Computing Conference. editor / Kohei Arai. Springer Nature, 2021. pp. 1124-1140 (Intelligent Computing - Proceedings of the 2021 Computing Conference).

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keywords = "Dimension reduction, Energy monitoring, IoT, NILM, OpenHAB, Smart buildings, UMAP",

author = "Montesclaros, \{Ray Mart M.\} and Cruz, \{John Emmanuel B.\} and Parocha, \{Raymark C.\} and Macabebe, \{Erees Queen B.\}",

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ER -

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

Publication series

Conference

UN SDGs

ASJC Scopus Subject Areas

Keywords

Access to Document

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