Abstract
Conventional irrigation often triggers water waste or crop failure due to inaccurate manual scheduling. This study aims to design, implement, and evaluate a web-based smart irrigation system prototype to optimize water management using Wireless Sensor Networks (WSN). The methodology utilizes a star topology with two YL-69 sensor nodes transmitting data via the ESP-NOW communication protocol directly to an ESP32 Gateway integrated with a Laravel website. The calibration procedure was strictly conducted through 30 independent reading repetitions for each soil variant sample. Experimental results show high accuracy with a Mean Absolute Percentage Error (MAPE) of 1.58% and a minimum error of 0.04% in extreme water-saturated conditions. The hardware system successfully controls a 12V solenoid valve based on an inverted active-low threshold control algorithm of < 40%. The Laravel platform achieves real-time telemetry synchronization without data lag, supported by network performance with a Packet Delivery Ratio (PDR) above 99% and stable latency between 242–252 ms. In conclusion, this system provides an efficient, fail-safe, and automated remote monitoring solution to support precision farming.
Article Details
How to Cite
Citation FormatReferences
19 References- Adi, S., & Kitagawa, T. (2021). Power consumption optimization in wireless sensor network using ESP-NOW protocol. IEEE Transactions on Wireless Communications, 69(4), 2102–2111.
- Ahmad, B., & Ramadhan, A. (2023). Real-time soil moisture monitoring systems using IoT for sustainable agriculture. International Journal of Agronomy and Smart Farming, 11(2), 145–154.
- Ahmad, M., & Shatnawi, F. (2024). Monolithic web framework architectures for automated agricultural systems. Journal of Software Engineering and Applications, 17(3), 89–102.
- Al-Qahtani, A., et al. (2023). Battery life evaluation on remote node telemetry for smart farming applications. Sensors and Actuators A: Physical, 342, 113–125.
- Erokhin, V., et al. (2024). Over-irrigation mitigation and crop yield optimization in modern precision agriculture. Water Resources Management, 38(1), 321–335.
- Fahmi, R., & Sanjaya, M. (2025). Implementasi logika terbalik (active-low) pada sistem kendali relay pintar untuk pencegahan malfungsi hidrolika. Jurnal Otomasi Dan Pengendalian Nasional, 12(1), 45–46.
- Hakim, A., & Utomo, S. (2024). Celah keamanan komunikasi data dan sinkronisasi arsitektur linear tunggal pada perangkat smart farming. Jurnal Teknologi Informasi, 20(2), 112–121.
- Kim, J., & Park, S. (2026). Inverted logic architecture for fail-safe automation in high-saturation environmental IoT. IEEE Internet of Things Journal, 13(2), 894–903.
- Kumar, A., & Singh, R. (2023). Impacts of climate change on water use efficiency in Asian agricultural sectors. Climate Change and Agriculture Journal, 29(4), 567–579.
- Lopez, M., & Davis, R. (2024). Evaluating multi-node stability in fluctuating soil conditions via low-power transmissions. International Journal of Distributed Sensor Networks, 20(5), 411–425.
- Miller, G., et al. (2024). Synchronization flaws in active-high logic systems for remote agricultural valve controls. Journal of Agricultural Automation, 8(1), 14–26.
- Nguyen, T., et al. (2024). Comparative analysis of ESP-NOW, LoRa, and ZigBee protocols for agricultural telemetry networks. Wireless Networks, 30(3), 1543–1555.
- Nugroho, A., & Pratama, R. (2025). Adopsi Internet of Things (IoT) pada smart farming presisi di Indonesia: Sebuah tinjauan kontemporer. Jurnal Ilmiah Teknologi Pertanian, 17(1), 12–25.
- Putra, E., & Sari, D. (2026). Sinkronisasi real-time data transien pada framework web berbasis MVC untuk monitoring perangkat IoT. Jurnal Sistem Informasi Dan Komputasi, 15(1), 88–99.
- Ramadani, F., & Lestari, N. (2024). Analisis konsumsi energi node sensor IoT berbasis baterai pada sistem pemantauan pertanian monolitik Laravel. Jurnal Rekayasa Sistem Dan Teknologi Informasi, 8(2), 233–242.
- Rozci, M. (2024). Tantangan global manajemen sumber daya air pada era ketidakpastian iklim. Jurnal Ilmu Lingkungan Dan Keairan, 22(1), 50–61.
- Siregar, H., & Buana, I. (2022). Efisiensi energi protokol transmisi nirkabel ESP-NOW pada perangkat monitoring pertanian. Jurnal Telekomunikasi Dan Elektronika, 10(2), 103–112.
- Smith, J., & Jones, M. (2022). Global climate volatility and its immediate threat to precision agriculture frameworks. Environmental Science & Policy, 164, 112–123.
- Zhao, X., & Li, Y. (2024). Next-generation smart farming: Internet of Things (IoT) integration in automated greenhouse regimes. Computers in Industry, 156, 104–117.
License
Copyright (c) 2027 Ilham Padia, Risan Fathan, Muhammad Irzi Suryanto Putra, Muhammad Nizar, Ade Rukmana, Sipa Nurpadillah, Andika Muhammad Nur Kholiq

This work is licensed under a Creative Commons Attribution 4.0 International License.
This is an open-access journal distributed under the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits unrestricted use, distribution, reproduction, and adaptation in any medium (even commercially), provided appropriate credit is given to the original author(s), a link to the license is provided, and any changes made are indicated. Authors retain copyright without restrictions and grant the journal the right of first publication as well as non-exclusive publishing rights for archiving, indexing, and scholarly dissemination.