This dataset contains heavy-machinery data from the Brazilian industrial sector. The data was collected in a poultry feed factory located  in the state of Minas Gerais, Brazil. Its process can be summarized to creating pellets of ration for poultry from corn or soybeans and added nutrients. The factory produces at fullscale over the entire year, thus it has well-behaved usage patterns at any time. It operates from Mondays through Fridays (and occasionally on Saturdays, in case production is below the monthly target) on a daily three-turn shift from 10:00 PM to 05:00 PM.

Dataset Files

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[1] Pedro Bandeira de Mello Martins, Vagner Barbosa Nascimento, Antônio Renato de Freitas, Pedro Bittencourt e Silva, Raphael Guimarães Duarte Pinto, "Industrial Machines Dataset for Electrical Load Disaggregation", IEEE Dataport, 2018. [Online]. Available: http://dx.doi.org/10.21227/cg5v-dk02. Accessed: Apr. 15, 2024.
@data{cg5v-dk02-18,
doi = {10.21227/cg5v-dk02},
url = {http://dx.doi.org/10.21227/cg5v-dk02},
author = {Pedro Bandeira de Mello Martins; Vagner Barbosa Nascimento; Antônio Renato de Freitas; Pedro Bittencourt e Silva; Raphael Guimarães Duarte Pinto },
publisher = {IEEE Dataport},
title = {Industrial Machines Dataset for Electrical Load Disaggregation},
year = {2018} }
TY - DATA
T1 - Industrial Machines Dataset for Electrical Load Disaggregation
AU - Pedro Bandeira de Mello Martins; Vagner Barbosa Nascimento; Antônio Renato de Freitas; Pedro Bittencourt e Silva; Raphael Guimarães Duarte Pinto
PY - 2018
PB - IEEE Dataport
UR - 10.21227/cg5v-dk02
ER -
Pedro Bandeira de Mello Martins, Vagner Barbosa Nascimento, Antônio Renato de Freitas, Pedro Bittencourt e Silva, Raphael Guimarães Duarte Pinto. (2018). Industrial Machines Dataset for Electrical Load Disaggregation. IEEE Dataport. http://dx.doi.org/10.21227/cg5v-dk02
Pedro Bandeira de Mello Martins, Vagner Barbosa Nascimento, Antônio Renato de Freitas, Pedro Bittencourt e Silva, Raphael Guimarães Duarte Pinto, 2018. Industrial Machines Dataset for Electrical Load Disaggregation. Available at: http://dx.doi.org/10.21227/cg5v-dk02.
Pedro Bandeira de Mello Martins, Vagner Barbosa Nascimento, Antônio Renato de Freitas, Pedro Bittencourt e Silva, Raphael Guimarães Duarte Pinto. (2018). "Industrial Machines Dataset for Electrical Load Disaggregation." Web.
1. Pedro Bandeira de Mello Martins, Vagner Barbosa Nascimento, Antônio Renato de Freitas, Pedro Bittencourt e Silva, Raphael Guimarães Duarte Pinto. Industrial Machines Dataset for Electrical Load Disaggregation [Internet]. IEEE Dataport; 2018. Available from : http://dx.doi.org/10.21227/cg5v-dk02
Pedro Bandeira de Mello Martins, Vagner Barbosa Nascimento, Antônio Renato de Freitas, Pedro Bittencourt e Silva, Raphael Guimarães Duarte Pinto. "Industrial Machines Dataset for Electrical Load Disaggregation." doi: 10.21227/cg5v-dk02