SISTEM KENDALI DENGAN ALGORITMA PERCEPTRON UNTUK MENDUKUNG MANAJEMEN ENERGI PADA PEMBANGKIT LISTRIK TENAGA SURYA (PLTS)
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Institusion
Institut Teknologi Perusahaan Listrik Negara
Author
Wahyuzi, Zikri
Haris, Abdul
Prayitno, Budi
Haris, Abdul
Prayitno, Budi
Subject
Teknik Informatika
Datestamp
2022-09-23 02:38:07
Abstract :
The use of a solar panel that is placed with the static position in the solar power plant make energy conversion is done less than optimal. This is because the solar panels are not always perpendicular to the Sun. This study discusses the system that can control solar panels so solar panel will always be facing towards the oncoming sunlight and electricity output gain systems are optimal. Control system of solar panels can move towards the y axis (North-South) and x axis (East-West). The movement of the solar panels towards the y axis moves with time-based, while the movement of the solar panels towards the x axis has two mode switches automatically depending the intensity of the Sun. two mode it is the mode of movement of solar panels based on LDR (Light Dependent Resistor) sensor and the mode of movement of the solar panels based on RTC (Real Time Clock) module. X axis movement mode selection obtained from the results of the calculation perceptron algorithms with parameter is the LDR sensor and rain sensors and found the results of the validation tests in the form of 100% accuracy rating. Then do also the measurement of power generated through the observation field for two days with the results of the efficiency of absorption of energy by solar panels with a control system is 59.5% whereas solar panels without a control system is 49.6% from the total maximum power produced by the solar panels 10 Wp.
The use of a solar panel that is placed with the static position in the solar power plant make energy conversion is done less than optimal. This is because the solar panels are not always perpendicular to the Sun. This study discusses the system that can control solar panels so solar panel will always be facing towards the oncoming sunlight and electricity output gain systems are optimal. Control system of solar panels can move towards the y axis (North-South) and x axis (East-West). The movement of the solar panels towards the y axis moves with time-based, while the movement of the solar panels towards the x axis has two mode switches automatically depending the intensity of the Sun. two mode it is the mode of movement of solar panels based on LDR (Light Dependent Resistor) sensor and the mode of movement of the solar panels based on RTC (Real Time Clock) module. X axis movement mode selection obtained from the results of the calculation perceptron algorithms with parameter is the LDR sensor and rain sensors and found the results of the validation tests in the form of 100% accuracy rating. Then do also the measurement of power generated through the observation field for two days with the results of the efficiency of absorption of energy by solar panels with a control system is 59.5% whereas solar panels without a control system is 49.6% from the total maximum power produced by the solar panels 10 Wp.
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