Fuzzy mamdani logic inference model in the loading of distribution substation transformer SCADA system

Rahma Farah Ningrum, Riki Ruli A. Siregar, Darma Rusjdi

Abstract


The research objective of SCADA, (Supervisory control and data acquisition) with fuzzy Mamdani logic simulation on the loading section of distribution transformer substations. Data acquisition is available when saving SAIFI SAIFI data and storing the results of monitoring equipment. The method used is Mamdani fuzzy logic, there are two input variables, namely current and voltage devices. The membership function in Mamdani fuzzy logic has been created based on the input current and voltage variables. Currently: Parameter {0, 600} low is created {0, 350, 450, 600}, Normal {400-650} parameter is created {400, 500, 550, 650}, parameter High {≥600} is created {600, 650 , 750, 1000}, when determining the voltage: low {≤10.5} Parameters {0 4 7 10.5}, Normal {9-14} Parameters {9, 10, 13, 14} and high {≥13} - Parameters {13, 14, 15, 16}. Based on the results of the Mamdani Logic Rule test on the output current containing a transformer and a voltage sensor, the results obtained are IF (Normal Current; (630) AND Voltage (High); (13.2) (High Load Transformer). The components in the simulation tool include miniature substations made with the 1A travel substation model, 3A substation as the main substation, the relay as distribution substation as the monitoring application. Telestatus and Telecontrol use a microcontroller. Initial scenario. After substation is resumed, data is stored after downtime, service life, duration, and data period. Initial scenario After substation is resumed, data is stored after downtime, service life, duration, and data period.

Keywords


Fuzzy mamdani; IoT; SAIFI SAIDI; SCADA; Telemetry

Full Text:

PDF


DOI: http://doi.org/10.11591/ijai.v10.i2.pp%25p

Refbacks

  • There are currently no refbacks.


View IJAI Stats

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.