Sistem IoT Pemantau Kelembapan dan Penyiraman Otomatis Tanaman Cabai Rawit Berbasis Metode Air Mancur

Penulis

  • Pawitra Ramadhani Universitas Madura Penulis
  • Ahmad Ramadhani Universitas Madura Penulis

Kata Kunci:

Internet of Things, kelembapan tanah, penyiraman otomatis, cabai rawit, metode air mancur

Abstrak

Kemajuan teknologi Internet of Things (IoT) telah memberikan dampak signifikan pada pengembangan sistem pertanian cerdas (smart farming). Salah satu tantangan utama dalam budidaya cabai rawit adalah menjaga kelembapan tanah tetap stabil, karena kekurangan maupun kelebihan air dapat memengaruhi produktivitas tanaman. Oleh sebab itu, diperlukan sistem otomatis yang mampu memantau dan mengatur penyiraman secara efisien berdasarkan kondisi aktual tanah. Penelitian ini bertujuan untuk merancang dan menguji sistem IoT berbasis metode air mancur yang dapat memantau kelembapan tanah secara real-time dan melakukan penyiraman otomatis guna meningkatkan efisiensi penggunaan air serta stabilitas pertumbuhan tanaman cabai rawit. Penelitian menggunakan pendekatan studi kuantitatif eksperimental dengan perancangan perangkat keras dan perangkat lunak berbasis NodeMCU ESP8266, sensor kelembapan tanah, serta pompa air mini berkonsep sirkulasi tertutup. Data diambil melalui pengujian akurasi sensor, waktu respon sistem, serta perbandingan penggunaan air antara metode otomatis dan manual. Hasil menunjukkan sistem mampu menjaga kelembapan tanah dalam rentang 40–70% dengan waktu respon rata-rata 1,8 detik dan akurasi sensor 98,5%. Metode air mancur meningkatkan efisiensi penggunaan air sebesar 30,6% dibandingkan penyiraman manual. Koneksi IoT berbasis MQTT menunjukkan keandalan 98,4% dengan latensi rata-rata 235 ms. Sistem yang dikembangkan terbukti efektif dalam menjaga kelembapan tanah dan menghemat air secara signifikan. Penelitian selanjutnya disarankan menambahkan sensor suhu, pH, dan intensitas cahaya untuk meningkatkan ketepatan sistem pertanian cerdas.

Unduhan

Data unduhan tidak tersedia.

Biografi Penulis

  • Pawitra Ramadhani, Universitas Madura

    Department of Informatics, University of Madura

  • Ahmad Ramadhani, Universitas Madura

    Departemen Infromatika Universitas Madura

Referensi

REFERENSI

[1] F. P. E. Putra, Y. Setiawan, S. Arifin, and W. Hidayatullah, “Peran VPN dalam Menjaga Privasi Pengguna Jaringan Pub-lik,” 2025, researchgate.net. [Online]. Available: https://www.researchgate.net/profile/Fauzan-Eka-Putra-2/publication/392420576_Peran_VPN_dalam_Menjaga_Privasi_Pengguna_Jaringan_Publik/links/6848fa048a76251f22ecfd24/Peran-VPN-dalam-Menjaga-Privasi-Pengguna-Jaringan-Publik.pdf

[2] F. P. E. Putra, M. Ghummah, M. Amrullah, and R. Hidayatullah, “Studi Kinerja Mesh Network untuk Penerapan Internet of Things (IoT) di Lingkungan Perkotaan,” 2025, researchgate.net.

[3] F. P. E. Putra, D. T. Agustina, T. S. K. Khotimah, and T. Ramadhanty, “Analisis Kinerja Jaringan 5G dalam Meningkatkan Konektivi-tas Internet of Things (IoT),” 2025, researchgate.net. [Online]. Available: https://www.researchgate.net/profile/Fauzan-Eka-Putra-2/publication/392420839_Analisis_Kinerja_Jaringan_5G_dalam_Meningkatkan_Konektivitas_Internet_of_Things_IoT/links/6848f86cdf0e3f544f5e49e9/Analisis-Kinerja-Jaringan-5G-dalam-Meningkatkan-Konektivitas-I

[4] F. P. E. Putra, R. A. Mustafida, and A. Nahriyah, “Perancangan Jaringan Nirkabel Berbasis Mesh untuk Menun-jang Aplikasi Smart City,” 2025, researchgate.net. [Online]. Available: https://www.researchgate.net/profile/Fauzan-Eka-Putra-2/publication/392411187_Perancangan_Jaringan_Nirkabel_Berbasis_Mesh_untuk_Menunjang_Aplikasi_Smart_City/links/6848f767d1054b0207fb79de/Perancangan-Jaringan-Nirkabel-Berbasis-Mesh-untuk-Menunjang-Aplika

[5] F. P. E. Putra, D. E. Arissandi, A. Rofiqi, and M. F. Hidayat, “Pemanfaatan Mikrotik Dalam Manajemen Bandwidth Pada Jaringan Sekolah,” 2025, researchgate.net. [Online]. Available: https://www.researchgate.net/profile/Fauzan-Eka-Putra-2/publication/392420575_Pemanfaatan_Mikrotik_Dalam_Manajemen_Bandwidth_Pada_Jaringan_Sekolah/links/6848fab46b5a287c304a61ca/Pemanfaatan-Mikrotik-Dalam-Manajemen-Bandwidth-Pada-Jaringan-Sekolah.pdf

[6] S. Burok, F. P. E. Putra, and L. Fermadi, “Anti-Klon Pendekatan Ringan untuk Mendeteksi Serangan Kloning RFID,” Infotek J. …, 2025.

[7] F. P. E. Putra, F. Fauzan, S. Syirofi, M. Mursidi, D. Wahid, and A. Nuraini, “Sistem Pengendali Lingkungan Pertanian Dengan Wireless Sensor Network Untuk Mengoptimalkan Budidaya Hidroponik,” 2024. doi: 10.47709/digitech.v3i2.3461.

[8] F. P. Eka Putra, Amir Hamzah, W. Agel, and R. O. Firmansyah Kusuma, “Impelementasi Sistem Keamanan Jaringan Mikrotik Menggunakan Firewall Filtering dan Port Knocking,” J. Sistim Inf. dan Teknol., pp. 82–87, 2024, doi: 10.60083/jsisfotek.v5i4.329.

[9] F. P. E. Putra, N. D. Saputri, F. Rosi, and R. Loati, “Optimalisasi Infrastruktur Cloud Networking melalui Inte-grasi SDN, NFV, dan Multi-Cloud,” 2025, researchgate.net. [Online]. Available: https://www.researchgate.net/profile/Fauzan-Eka-Putra-2/publication/392411211_Optimalisasi_Infrastruktur_Cloud_Networking_melalui_Integrasi_SDN_NFV_dan_Multi-Cloud/links/6848f8b9df0e3f544f5e49f2/Optimalisasi-Infrastruktur-Cloud-Networking-melalui-Integras

[10] F. P. E. Putra, K. Mufidah, R. M. Ilhamsyah, and ..., “Tinjauan performa RouterOS Mikrotik dalam jaringan internet: Analisis kinerja dan kelayakan,” Digit. …, 2023.

[11] X. Lu et al., “An Integrated Self-Powered Wheel- Speed Monitoring System Utilizing Piezoelectric-Electromagnetic-Triboelectric Hybrid Generator,” IEEE Sens. J., vol. 24, no. 10, pp. 16805–16815, 2024, doi: 10.1109/JSEN.2024.3384569.

[12] S. Wan, “A Denoising Time Window Algorithm for Optimizing LSTM Prediction,” IEEE Access, vol. 12, pp. 74268–74290, 2024, doi: 10.1109/ACCESS.2024.3404456.

[13] D. R. D. Santos et al., “Toward Indoor Simulations of OPV Cells for Visible Light Communication and Energy Harvesting,” IEEE Access, vol. 12, pp. 41027–41041, 2024, doi: 10.1109/ACCESS.2024.3378056.

[14] M. Boudouane, L. Elmahni, R. Zriouile, and S. A. Ait El Ouahab, “Advancing solar energy harvesting: Artificial intelligence approaches to maximum power point tracking,” Int. J. Power Electron. Drive Syst., vol. 16, no. 1, pp. 55–69, 2025, doi: 10.11591/ijpeds.v16.i1.pp55-69.

[15] J. Shi et al., “Biodegradable, fire-safe, and wearable triboelectric nanogenerator enabled by polyphenol-mediated 1D/2D interface architecture,” Chem. Eng. J., vol. 519, 2025, doi: 10.1016/j.cej.2025.164809.

[16] B. Du et al., “Demethylated Lignin@Liquid Metal Nanospheres Enabling Versatile Conductive Hydrogel for Self-Powered Soft Electronics,” ACS Nano, vol. 19, no. 33, pp. 30072–30086, 2025, doi: 10.1021/acsnano.5c05604.

[17] A. I. Omi, A. Jiang, and B. Chatterjee, “Efficient Inductive Link Design: A Systematic Method for Optimum Biomedical Wireless Power Transfer in Area-Constrained Implants,” IEEE Trans. Biomed. Circuits Syst., vol. 19, no. 2, pp. 300–316, 2025, doi: 10.1109/TBCAS.2025.3531995.

[18] S. R. Eftekhari, A. Mosallanejad, H. Pairo, and J. Rodríguez, “Efficiency Enhancement in Synchronous Reluctance Motors by Active Flux Adjustment Based on Robust Model-Based Approaches,” IEEE Access, vol. 12, pp. 127731–127748, 2024, doi: 10.1109/ACCESS.2024.3440037.

[19] M. Nagah, W. A. Elganini, and N. A. Saeed, “Energy Harvesting and Nonlinear Dynamics of a Two-Degree of Freedom Master-Slave System Integrated with a Piezoelectric Actuator,” Menoufia J. Electron. Eng. Res., vol. 33, no. 1, pp. 39–53, 2024, doi: 10.21608/mjeer.2023.234859.1082.

[20] S. Itoo, A. A. Khan, M. Ahmad, and M. J. Idrisi, “A Secure and Privacy-Preserving Lightweight Authentication and Key Exchange Algorithm for Smart Agriculture Monitoring System,” IEEE Access, vol. 11, pp. 56875–56890, 2023, doi: 10.1109/ACCESS.2023.3280542.

[21] F. Gan, X. Shang, X. Yang, S. Li, Y. Zhou, and W. Li, “Dual-Functional Cross-Meandering Resonator for Power Frequency Electromagnetic Shielding and Wireless Sensing Communication,” Sensors, vol. 24, no. 17, 2024, doi: 10.3390/s24175615.

[22] A. N. El-Shenhabi, E. H. Abdelhay, M. A. Abdelazim, and I. F. Moawad, “A Reinforcement Learning-Based Dynamic Clustering of Sleep Scheduling Algorithm (RLDCSSA-CDG) for Compressive Data Gathering in Wireless Sensor Networks,” Technologies, vol. 13, no. 1, 2025, doi: 10.3390/technologies13010025.

[23] Y. Zhang, B. Suleiman, M. J. Alibasa, and F. Farid, “Privacy-Aware Anomaly Detection in IoT Environments using FedGroup: A Group-Based Federated Learning Approach,” J. Netw. Syst. Manag., vol. 32, no. 1, 2024, doi: 10.1007/s10922-023-09782-9.

[24] Y. Tian et al., “Facile Fabrication of Flexible and High-Performing Thermoelectrics by Direct Laser Printing on Plastic Foil,” Adv. Mater., vol. 36, no. 15, 2024, doi: 10.1002/adma.202307945.

[25] M. S. Amin, S. Ahmed, and W.-K. Loh, “Federated learning for Healthcare 5.0: a comprehensive survey, taxonomy, challenges, and solutions,” Soft Comput., vol. 29, no. 2, pp. 673–700, 2025, doi: 10.1007/s00500-025-10508-z.

[26] H. Wang, X. Zhang, X. Meng, W. Song, and Z. Chen, “Electronic Sheepdog: A Novel Method in With UAV-Assisted Wearable Grazing Monitoring,” IEEE Internet Things J., vol. 10, no. 18, pp. 16036–16047, 2023, doi: 10.1109/JIOT.2023.3267108.

[27] G. Saha, I. Garg, A. Ankit, and K. Roy, “SPACE: Structured Compression and Sharing of Representational Space for Continual Learning,” IEEE Access, vol. 9, pp. 150480–150494, 2021, doi: 10.1109/ACCESS.2021.3126027.

[28] D. V Queiroz, R. D. Gomes, I. E. Fonseca, M. S. Alencar, and C. Benavente-Peces, “Channel assignment in TSCH-based wireless sensor networks using fuzzy logic,” J. Ambient Intell. Humaniz. Comput., vol. 14, no. 5, pp. 6043–6062, 2023, doi: 10.1007/s12652-020-02741-1.

[29] H. Nasri, J. Riahi, H. Oueslati, H. Taghouti, and S. Vergura, “Enhancing Photovoltaic Thermal System Efficiency Through Geometric Optimization and Intelligent Fuzzy Logic Based Management,” IEEE Access, vol. 13, pp. 116745–116764, 2025, doi: 10.1109/ACCESS.2025.3585303.

[30] T. Li et al., “Self-Powered Multidirectional Strain Sensor for Electronic Skin Based on Coiled Carbon Nanotube Yarns,” IEEE Sens. J., vol. 24, no. 3, pp. 2577–2587, 2024, doi: 10.1109/JSEN.2023.3342792.

[31] R. Ma, W. Zhang, R. Ma, W. Ni, S. Jiang, and S. Jiang, “Design and Verification of a Novel Sampling System for Lunar Water Ice Exploration,” IEEE Access, vol. 11, pp. 18938–18946, 2023, doi: 10.1109/ACCESS.2023.3247963.

[32] K. Abedi, R. Ansari, and M. K. Hassanzadeh-Aghdam, “Effects of aspect ratio and arrangement of PZT-7A piezoelectric fillers on energy harvesting performance of PVDF composite cantilevers,” Proc. Inst. Mech. Eng. Part C J. Mech. Eng. Sci., vol. 239, no. 17 Special Issue: Materials, processes, and procedures: looking for a more sustainable world, pp. 6968–6982, 2025, doi: 10.1177/09544062251343709.

[33] T. Alhmiedat, “Fingerprint-Based Localization Approach for WSN Using Machine Learning Models,” Appl. Sci., vol. 13, no. 5, 2023, doi: 10.3390/app13053037.

[34] E. Nagarathinam et al., “Maximizing Solar Potential Using the Differential Grey Wolf Algorithm for PV System Optimization,” Energy Eng. J. Assoc. Energy Eng., vol. 121, no. 8, pp. 2129–2142, 2024, doi: 10.32604/ee.2024.052280.

[35] S. Wu, N. Chen, A. Xiao, P. Zhang, C. Jiang, and W. Zhang, “AI-Empowered Virtual Network Embedding:A Comprehensive Survey,” IEEE Commun. Surv. Tutorials, 2024, doi: 10.1109/COMST.2024.3424533.

[36] C. M. Coman, B. C. Toma, M. A. Constantin, and A. Florescu, “Ground Level LiDAR as a Contributing Indicator in an Environmental Protection Application,” IEEE Access, vol. 11, pp. 106277–106288, 2023, doi: 10.1109/ACCESS.2023.3319453.

[37] M. M. Salleh et al., “FLOOR TILE ENERGY HARVESTER: DESIGN STRATEGIES, PRODUCT DEVELOPMENT AND PERFORMANCE ANALYSIS,” ASEAN Eng. J., vol. 15, no. 2, pp. 39–49, 2025, doi: 10.11113/aej.V15.21944.

[38] C. Pereira Dos Santos et al., “DFT to study the structural, optoelectronic and mechanical properties of CuNiPd and Cu2PPd2 alloys,” J. Alloys Compd., vol. 1038, 2025, doi: 10.1016/j.jallcom.2025.182830.

[39] X. Liu, H. Gao, L. Sun, and J. Yao, “Generic Air-Gen Effect in Nanoporous Materials for Sustainable Energy Harvesting from Air Humidity,” Adv. Mater., vol. 36, no. 12, 2024, doi: 10.1002/adma.202300748.

[40] Y. Deng and M. Dong, “Design and Optimization of Heterogeneous Coded Distributed Computing With Nonuniform File Popularity,” IEEE Trans. Mob. Comput., vol. 24, no. 10, pp. 10456–10473, 2025, doi: 10.1109/TMC.2025.3570907.

[41] Z. Liao and X. Liao, “Authentication of musical speech devices based on RF fingerprint recognition,” Int. J. Web Eng. Technol., vol. 20, no. 2, pp. 177–197, 2025, doi: 10.1504/IJWET.2025.146731.

[42] I. Ruiz-García et al., “Sustainable Occupancy Sensing Platform via Triboelectric and Piezoresistive Pressure Sensors,” IEEE Sensors Lett., vol. 9, no. 8, 2025, doi: 10.1109/LSENS.2025.3589020.

[43] P. Xu, S. Jia, Y. Zhang, X. Li, and C. Jiang, “Experimental and data-driven optimization of vortex-induced vibration for marine energy harvesting,” Ocean Eng., vol. 324, 2025, doi: 10.1016/j.oceaneng.2025.120683.

[44] Y. Cao, B. Zhou, C. Y. Chung, Z. Shuai, Z. Hua, and Y. Sun, “Dynamic Modelling and Mutual Coordination of Electricity and Watershed Networks for Spatio-Temporal Operational Flexibility Enhancement under Rainy Climates,” IEEE Trans. Smart Grid, vol. 14, no. 5, pp. 3450–3464, 2023, doi: 10.1109/TSG.2022.3223877.

[45] Y. Zhang, X. Li, Q. He, M. Hameed, and J. Briscoe, “Hybrid energy harvester integrating ZnO piezoelectric nanogenerator with perovskite solar cell demonstrating the piezo-phototronic effect,” Nano Energy, vol. 141, 2025, doi: 10.1016/j.nanoen.2025.111120.

[46] A. Abu-Baker, A. Alshamali, and Y. Shawaheen, “Energy-Efficient Cluster-Based Wireless Sensor Networks Using Adaptive Modulation: Performance Analysis,” IEEE Access, vol. 9, pp. 141766–141777, 2021, doi: 10.1109/ACCESS.2021.3118672.

[47] X. Chen, Y. Lin, B. Chen, R. Duan, Z. Zhou, and C. Lu, “Enhancing the Thermoelectric Performance of Sustainable Cellulose-Based Ionogels Through Water Content Regulation,” Small, vol. 21, no. 11, 2025, doi: 10.1002/smll.202412336.

[48] Z. Zhou et al., “iMGC: Interactive Multiple Graph Clustering With Constrained Laplacian Rank,” IEEE Trans. Human-Machine Syst., vol. 53, no. 2, pp. 427–437, 2023, doi: 10.1109/THMS.2022.3227181.

[49] K. Xia, Y. Liu, and S. Yuan, “Arc Fault Diagnosis Method for Brush Slip Ring System of Doubly-Fed Induction Generator Based on Image Recognition,” IEEE Access, vol. 12, pp. 93848–93858, 2024, doi: 10.1109/ACCESS.2024.3424567.

[50] M. R. Alam, S. Saha, M. B. Bostami, M. S. Islam, M. S. Aadeeb, and A. K. M. M. Islam, “A Survey on IoT Driven Smart Parking Management System: Approaches, Limitations and Future Research Agenda,” IEEE Access, vol. 11, pp. 119523–119543, 2023, doi: 10.1109/ACCESS.2023.3327306.

Unduhan

Diterbitkan

2025-10-24

Cara Mengutip

Sistem IoT Pemantau Kelembapan dan Penyiraman Otomatis Tanaman Cabai Rawit Berbasis Metode Air Mancur. (2025). Karapan Network Journal : Journal Computer Technology and Mobile Ad Hoc Network, 1(01). https://ejournal.omahtabing.com/knj/article/view/37

Artikel paling banyak dibaca berdasarkan penulis yang sama