Mutho, Mohammad and Haris, Abdul and Mr, Indrianto and Kristin Butar Butar, Evelynda (2020) Teknologi Sistem Irigasi Cerdas Menggunakan Metode Particle Swarm Optimization pada Lahan Tadah Hujan. Diploma thesis, IT PLN.
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Abstract
This study discusses an independent irrigation system that uses two soil moisture sensors which aim to water an area on land that is in need of water, so that this irrigation system can make the utilization of water in irrigation more effective. In this point disbursement using the Particle Swarm Optimization algorithm. This algorithm is used to find out which part of the region is in need of water based on
the soil moisture value. There are two soil moisture sensors that will take the value of soil moisture. The use of a solenoid valve, which functions as a shutoff valve and opens the water flow, functions to make the water flow towards the
target area based on the results of the Particle Swarm Optimization algorithm process. The results of this study indicate an error value of 33.33% with the Mean Absolute Percentage Error testing method. Then for testing the tool, using the black box method resulted in all tool components working properly
Item Type: | Thesis (Diploma) |
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Uncontrolled Keywords: | Irigasi mandiri, Algoritma Particle Swarm Optimization, Kelembaban tanah Smart irrigation, Particle Swarm Optimization Algorithm, Soil Moisture |
Subjects: | Skripsi Bidang Keilmuan > Teknik Informatika |
Divisions: | Fakultas Telematika Energi > S1 Teknik Informatika |
Depositing User: | Sutrisno |
Date Deposited: | 26 Aug 2025 06:44 |
Last Modified: | 26 Aug 2025 06:44 |
URI: | https://repository.itpln.ac.id/id/eprint/155 |