Pengembangan Prototipe Alat Sortir Berdasarkan Warna Berbasis Internet of Things (IoT) Menggunakan Thingspeak
Keywords:
Color Sensor, Nodemcu ESP8266, IoTAbstract
Manual sorting processes in the agriculture and manufacturing industries often require significant costs, time, and labor, impeding production efficiency and increasing the risk of errors. The proposed solution is to utilize an automated sorting device based on the color of the objects. This sorting prototype was developed using IoT technology with the ThingSpeak platform through a Research and Development method. The development steps included needs analysis, system design, prototype implementation, testing, and performance evaluation. The prototype incorporates a TCS 3200 color sensor, Nodemcu ESP8266 IoT module, servo motor, and the ThingSpeak platform. Testing was conducted using red, green, orange, and black objects. The test results demonstrated that the prototype achieved high accuracy in color identification, rapid data processing response, and consistent data transmission to ThingSpeak. The prototype was successfully developed according to the plan. Performance evaluation indicated its effectiveness in supporting color-based sorting processes in the agriculture and manufacturing industries. This prototype significantly contributes to the automation of industrial processes, particularly in using color as the primary criterion for object separation.
References
[1] L. A. Adha, “Digitalisasi Industri Dan Pengaruhnya Terhadap Ketenagakerjaan Dan Hubungan Kerja Di Indonesia,” J. Kompil. Huk., vol. 5, no. 2, pp. 267–298, 2020, doi: 10.29303/jkh.v5i2.49.
[2] Kemenperin, “Teknologi IoT Solusi Pengembangan Industri Masa Depan,” Website Kemenperin, 2018. https://kemenperin.go.id/artikel/19902/Teknologi-IoT-Solusi-Pengembangan-Industri-Masa-Depan (accessed Nov. 22, 2022).
[3] Jayus, “Disrupsi Teknologi Digital dalam Penanganan Krisis,” J. Pendidik. Tambusai, vol. 7, no. 1, pp. 1602–1610, Mar. 2023, doi: 10.31004/jptam.v7i1.6027.
[4] R. D. Londa and Fitriyani, “Prototype Penyortiran Buah Tomat Berdasarkan Warna Berbasis Arduino Mega,” eProsiding Tek. Inform., vol. 1, no. 1, pp. 127–136, 2020.
[5] T. R. Nanda, Zulhelmi, and M. Syaryadhi, “Perancangan Sistem Sortir Buah Kopi Berdasarkan Warna Dengan Teknik Citra Digital Berbasis Mikrokontroler Atmega 328p,” J. Komputer, Inf. Teknol. dan Elektro, vol. 3, no. 2, pp. 76–83, 2018.
[6] N. S. Sukmadinata, Metode Penelitian Pendidikan. Bandung: PT Remaja Rosdakarya, 2015.
[7] Sugiyono, “Uji Validitas,” in Metode Penelitian, Bandung: Alfabeta, 2016.
[8] Sugiyono, Metodologi Penelitian Kuantitatif, Kualitatif,dan R&D. Bandung: Alfabeta, 2016.
[9] Sugiyono, Metode penelitian kuantitatif dan kualitatif. Bandung: Alfabeta, 2018.
[10] B. Samudra, I. Aprilia, and M. Misdiyanto, “Rancang Bangun Alat Pemisah Buah Tomat Berdasarkan Warna Menggunakan Sensor Cahaya,” TESLA J. Tek. Elektro, vol. 23, no. 1, pp. 11–23, May 2021, doi: 10.24912/tesla.v23i1.9228.
[11] W. Darwish, S. Tang, W. Li, and W. Chen, “A New Calibration Method for Commercial RGB-D Sensors,” Sensors, vol. 17, no. 6. 2017. doi: 10.3390/s17061204.
[12] A. Vit and G. Shani, “Comparing RGB-D Sensors for Close Range Outdoor Agricultural Phenotyping,” Sensors, vol. 18, no. 12. 2018. doi: 10.3390/s18124413.
[13] K. Q. Tran, V. Q. Trinh, D. T. Nguyen, S. Klir, B. Zandi, and A. Herzog, “Measuring visual and non-visual lighting metrics in building environments with RGB sensors,” Build. Environ., vol. 245, p. 110858, 2023, doi: 10.1016/j.buildenv.2023.110858.
[14] S. Bere, A. Mahmudi, and A. P. Sasmito, “Rancang Bangun Alat Pembuka dan Penutup Tong Sampah Otomatis Menggunakan Sensor Jarak Berbasis Arduino,” JATI (Jurnal Mhs. Tek. Inform., vol. 5, no. 1, pp. 217–224, 2021, doi: 10.36040/jati.v5i1.3315.
[15] Ta’ali, W. Khairat, Habibullah, and J. Sardi, “Pengaruh Jarak Terhadap Sensitivitas Sensor Warna TCS3200,” JTEIN J. Tek. Elektro Indones., vol. 4, no. 1, pp. 67–74, 2023, doi: 10.24036/jtein.v4i1.340.
[16] A. V. Wati and J. Sardi, “Pembacaan RGB Warna Terhadap Lima Warna yang Berbeda pada Sensor TCS34725,” JTEIN J. Tek. Elektro Indones., vol. 4, no. 1, pp. 84–90, 2023, doi: 10.24036/jtein.v4i1.352.
[17] J. Burdadi, R. R, M. Iqbal Nugraha, and I. Dwisaputra, “Aplikasi Sensor Warna TCS3200 Pada Sistem Penyortiran Barang Berbasis Internet of Things (IoT),” Pros. Semin. Nas. Inov. Teknol. Terap., vol. 2, no. 1, pp. 141–145, Feb. 2022.
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