Artificial Neural Network Applications Use Measurements of Electrical Quantities to Estimate Electric Power

Despa, Dikpride; Setyawan, FX Arinto; Nama, Gigih Forda; Delano, Jofanda

doi:10.1088/1742-6596/1376/1/012029

Cited by 3 publications

(2 citation statements)

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“…Electrical Distribution Equipment Electronic devices have a temperature capacity that needs attention. Because if the temperature is too high, it can cause a fire [16]. Then in solar PV, excess heat can also reduce the power generated by solar PV [17].…”

Section: Temperature and Humidity Standards On Low Voltagementioning

confidence: 99%

Design And Fabrication of Temperature and Humidity Stabilizer on Low Voltage Distribution Panel with PLC-Based Fuzzy Method to Prevent Excessive Temperature and Humidity on The Panel

Nugraha¹,

As'ad²,

Adianto³

et al. 2022

j.electron.electromedical.eng.med.inform

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Distribution panel is equipment that functions to receive electrical energy from PLN and subsequently distributes, as well as controls the distribution of electrical energy through the main and branch panel circuits to branch Distribution Panel or directly through the final load circuit. One of the problems with the Distribution Panel is the occurrence of fluctuating voltage changes and disturbances caused by condensation due to high humidity values. Based on previous research, the solution to minimize this problem is by optimizing the temperature and humidity on the Distribution Panel. So, in this research, we examine the effect of fan and heater control on the temperature and humidity of the Distribution Panel. The aim of this research is to fabrication the prototype that can be prevent the presence of excess temperature and humidity that does not meet applicable standards. So that it is expected to minimize the occurrence of hazards due to excessive temperature and humidity. In this research, it was found that the fan control using the fuzzy method can change the temperature of the panel room from 42.06oC to 32.82oC in a period of 440 seconds. However, the fan control with simple logic can only change the temperature of the panel room which is all 42.22oC to 35.05oC in 440 seconds. So it can be concluded that the fan control with the fuzzy method can reduce the temperature faster than the fan control with simple logic. Based on the graph on the panel room temperature stability test, it was found that the level of temperature stability in the room could be better controlled with fan control with the fuzzy method than using fan control with simple logic. Heater control system can reduce humidity levels from 95.14%RH to 55.25%RH within 160 seconds.

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Section: Temperature and Humidity Standards On Low Voltagementioning

confidence: 99%

Design And Fabrication of Temperature and Humidity Stabilizer on Low Voltage Distribution Panel with PLC-Based Fuzzy Method to Prevent Excessive Temperature and Humidity on The Panel

Nugraha¹,

As'ad²,

Adianto³

et al. 2022

j.electron.electromedical.eng.med.inform

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“…[21], the measurement data stored in to the database server and shown in a real-time through a web-based application. This measurement system has several important features especially for real-time monitoring, robust data acquisition and logging, system reporting, so it will produce an important information that can be used for various purposes of future power analysis such estimation and planning [22], The circuit of the sensor system hardware, and web application can be seen in Figure 3…”

Section: A Business Understandingmentioning

confidence: 99%

An Enhanced K-Means Clustering Algorithm for Pattern Discovery in Big Data Analysis of 3-Phase Electrical Quantities

Despa¹,

Nama²

2018

IJET

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The Unila Internet of Things Research Group (UIRG) was developed online monitoring of power distribution system based on Internet of Things (IoT) technology on Department of Electrical Engineering University of Lampung (Unila), has been running for several months, this system monitored electrical quantities of 3-phase main distribution panel of H-building. The measurement system involve multiple sensors such current sensors and voltage sensors, the measurement data stored in to database server and shown the information in a real-time through a web-based application.Main objective of this research was to capture, analyze, and identified the knowledge pattern of electrical quantities data measurements, using Cross-Industry Standard Process for Data Mining (CRISP-DM) data mining framework, for helping the stake holders to continuous improvement of the quality of electricity services, the initial research limited to total 770847 electrical quantities recorded data that save on database system, since 1 September - 31 October 2018, the dataset consist of 21 attribute electrical quantities such as; voltage, current, power factor values, energy consumption, frequency, on H building 3-Phase main panel control.Rapidminer as leading application on knowledge discovery application was used to analyze the big data, K-Mean cluster algorithm implemented to identify the data pattern, the result indicated that 3-Phase load was unbalanced, and Phase-0 was the most utilized phase, based on from total 5 cluster analysis result.

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Design and Implementation of Free Ambulance Service System in Bandar Lampung City Based on Android Mobile Application

Nama

Nugraha

Septama

2022

2022 Seventh International Conference on Informatics and Computing (ICIC)

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Artificial Neural Network Applications Use Measurements of Electrical Quantities to Estimate Electric Power

Cited by 3 publications

References 0 publications

Design And Fabrication of Temperature and Humidity Stabilizer on Low Voltage Distribution Panel with PLC-Based Fuzzy Method to Prevent Excessive Temperature and Humidity on The Panel

Design And Fabrication of Temperature and Humidity Stabilizer on Low Voltage Distribution Panel with PLC-Based Fuzzy Method to Prevent Excessive Temperature and Humidity on The Panel

An Enhanced K-Means Clustering Algorithm for Pattern Discovery in Big Data Analysis of 3-Phase Electrical Quantities

Design and Implementation of Free Ambulance Service System in Bandar Lampung City Based on Android Mobile Application

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