A New Missing Data Imputation Algorithm Applied to Electrical Data Loggers

Autor: Concepción Crespo Turrado, Fernando Sánchez Lasheras, José Luis Calvo-Rollé, Andrés José Piñón-Pazos, Francisco Javier de Cos Juez

Publikováno v: Sensors, Vol 15, Iss 12, Pp 31069-31082 (2015)

Nowadays, data collection is a key process in the study of electrical power networks when searching for harmonics and a lack of balance among phases. In this context, the lack of data of any of the main electrical variables (phase-to-neutral voltage,

Externí odkaz: https://doaj.org/article/2ce7742aeed943069d878694ddde714f

A New Missing Data Imputation Algorithm Applied to Electrical Data Loggers

Autor: Fernando Las-Heras, Concepción Crespo Turrado, A. Piñón-Pazos, José Luis Calvo-Rolle, Francisco Javier de Cos Juez

Publikováno v: Sensors (Basel, Switzerland)
Scopus
Sensors, Vol 15, Iss 12, Pp 31069-31082 (2015)
Sensors; Volume 15; Issue 12; Pages: 31069-31082
Sensors
Volume 15
Issue 12
Pages 31069-31082
RUO. Repositorio Institucional de la Universidad de Oviedo
instname
RUC. Repositorio da Universidade da Coruña

Nowadays, data collection is a key process in the study of electrical power networks when searching for harmonics and a lack of balance among phases. In this context, the lack of data of any of the main electrical variables (phase-to-neutral voltage,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c92c8dd5c74d2e95569f2b1b6278779f
http://europepmc.org/articles/PMC4721762

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A Hybrid Algorithm for Missing Data Imputation and Its Application to Electrical Data Loggers.

Autor: Turrado CC; Maintenance Department, University of Oviedo, San Francisco 3, Oviedo 33007, Spain. ccrespo@uniovi.es., Sánchez Lasheras F; Department of Construction and Manufacturing Engineering, University of Oviedo, Campus de Viesques, Gijón 33204, Spain. sanchezfernando@uniovi.es., Calvo-Rollé JL; Departamento de Ingeniería Industrial, University of A Coruña, A Coruña 15405, Spain. jlcalvo@udc.es., Piñón-Pazos AJ; Departamento de Ingeniería Industrial, University of A Coruña, A Coruña 15405, Spain. andres.pinon@udc.es., Melero MG; Electrical Engineering Department, University of Oviedo, Campus de Viesques, Gijón 33204, Spain. melero@uniovi.es., de Cos Juez FJ; Prospecting and Exploitation of Mines Department, University of Oviedo, Oviedo 33004, Spain. fjcos@uniovi.es.

Publikováno v: Sensors (Basel, Switzerland) [Sensors (Basel)] 2016 Sep 10; Vol. 16 (9). Date of Electronic Publication: 2016 Sep 10.