Egg Quality Detection System Using Fuzzy Logic Method
Corresponding Author(s) : Ikbar Mahesa
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control,
Vol 4, No 3, August 2019
Abstract
Determining the quality of eggs in general is used by placing eggs on a flashlight. The detection system is very necessary to determine good egg quality or rotten eggs, so that the conditions of the eggs can be known by the chicken farm company and then will be sold to the community. This egg detecting system utilizes several sensor devices that are combined. The sensor used to detect the quality of eggs is a light sensor and a heavy sensor by connected with a microcontroller. So that there is no ambiguity towards the decision making of good egg or rotten eggs, then processing the data is obtained from these sensors using Fuzzy Logic and Firebase methods in real time as data storage media, and actuators will distribute or separate good eggs or the rotten eggs one. With the development of technology now, we can use the Internet of Things (IoT) technology, one of the systems check the quality of eggs which are good or not good. This system is built using a microcontroller to coordinate the running of the system using the Fuzzy Logic Method that applies inside. Final information is obtained on the form of egg quality in real time. The test results were carried out using the Fuzzy Logic method and obtained 95% results from 20 eggs and had 1 wrong egg. When using system hardware without using the fuzzy logic method on the microcontroller that using only a light sensor and a heavy sensor it produces a result of 75% from 20 eggs and had 5 wrong eggs. Using the egg detection optimization method can be increased up to 20%.
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- S. Landep, "Pengertian Telur lengkap beserta Jenis, cara memilih, manfaat dan penyimpanannya," watonsinau.work, [Online]. Available: http://www.watonsinau.work/2016/01/pengertian-telur-lengkap-beserta-jenis.html. [Accessed 5 2019].
- M. Gong, X. Liu, X. Zhang, L. Chai and C. Hu, "Research On Detection Method For Egg Quality," in 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery, Yantai, Aug Pp. 716-719, 2010.
- N. Jazil, A. Hintono and S. Mulyani, "Penurunan Kualitas Telur Ayam Ras Dengan Intensitas Warna Coklat Kerabang Berbeda Selama Penyimpanan," Jurnal Aplikasi Teknologi Pangan, Vol. 2, No. 2, 2013.
- S. . P. Hirokoa, T. Kurtinib and Riyanti, "The Effect of Storage Duration and Eggshell Color of Purebred-Chicken Egg to The Albumen Index, Yolk Index, and Egg’s Ph," Vol. 2, 2014.
- N. B. Suharyanto, C. K. N. Sulaiman, I. I. Zebua, and Arief, "Physical Quality, Microbiology, and Organoleptic of Egg Around IPB Campus, Dramaga, Bogor," https://journal.ipb.ac.id/index.php/ipthp/article/viewFile/17502/12559, Vol. 04, No. 2, 2016.
- W. Fang, T. Zuojun, C. Fei and W. Youxian , "Detecting Cracks of Preserved Egg Based on Polarized Light," in 2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics, Pp. 66-69, August, 2013.
- M. Abdurohman, A. Herutomo, V. Suryani, A. Elmangoush and T. Magedanz, "Mobile tracking System Using OpenMTC Platform Based on Event Driven Method," 38th Annual IEEE Conference on Local Computer Networks - Workshops, Pp. 856-860, 2013.
- X. F, T. L, Yang, W. L and V. A, "Editorial Internet of Things," International Journal of Communication Systems, No. 25, Pp. 1101-1102, 2012.
- P. Besari, M. Abdurohman and A. Rakhmatsyah, "Application of M2M to Detect the Air Pollution," in In Information and Communication Technology (ICoICT), 2015 3rd International Conference, Pp. 304-309, May, 2015.
- A. R. Wiratno and K. Hastuti, "Implementation of Firebase Realtime Database to track BRT Trans Semarang," Computer Science Departement, Universitas Dian Nuswantoro, Vol. 4, No. 2, 2017.
- A. A. Aldair, M. Mokayef and T. A. Rashid, "Design and Implementation of Intelligent Control System for Egg Incubator Based on IoT Technology," in 2018 4th International Conference on Electrical, Electronics and System Engineering (ICEESE), Pp. 49-54, November, 2018.
- Y. Tanaka, "An Overview of Fuzzy Logic," in Proceedings of WESCON '93, Pp. 446-450, September, 1993.
- Y. Dote, "Introduction To Fuzzy Logic," in Proceedings of IECON '95 - 21st Annual Conference on IEEE Industrial Electronics, Pp. 50-56, November 1995.
- C. C. LEE, "Fuzzy Logic in Control System: Fuzzy Logic Controller-Part I," IEEE Transactions on Systems, Man, and Cybernetics, vol. 20, Pp. 404-418, April, 1990.
- M. . Djunaidi, E. Setiawan and F. W. Andista, "Penentuan Jumlah Produksi Dengan Aplikasi Metode Fuzzy – MAMDANI," Jurnal Ilmiah Teknik Industri, Vol. 2, 2011.
- M. Sumitre and R. Kurniawan, "Rancang Bangun Sistem Pendukung Keputusan Seleksi Penerimaan Tenaga Pengajar Dengan Metode Fuzzy Inference System (FIS) Mamdani," Jurnal Informatika, Vol. 14, 2014.
- S. SUPATMI, "Pengaruh Sensor LDR Terhadap Pengontrolan Lampu," Jurnal Majalah Ilmiah Unikom, Vol. 8, No. 2, Pp. 175-180, May 2011.
- P. M. Manege, E. K. Allo and Bahrun, "Rancang Bangun Timbangan Digital Dengan Kapasitas 20Kg Berbasis Microcontroller ATMega8535," E-Journal Teknik Elektro dan Komputer, Vol. 6, No. 2301-8402, 2017.
- D. Christover, A. . Y. P. T.S., J. A. P. S.T and M. . M. Yusup, "Rancang Bangun Alat Pendeteksi Kebusukan Telur Menggunakan Metode Fuzzy Logic Berbasis Mikrokontroler Arduino Nano 328," Jurnal Sains Terapan, Vol. 5, No. 1, 2019.
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References
S. Landep, "Pengertian Telur lengkap beserta Jenis, cara memilih, manfaat dan penyimpanannya," watonsinau.work, [Online]. Available: http://www.watonsinau.work/2016/01/pengertian-telur-lengkap-beserta-jenis.html. [Accessed 5 2019].
M. Gong, X. Liu, X. Zhang, L. Chai and C. Hu, "Research On Detection Method For Egg Quality," in 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery, Yantai, Aug Pp. 716-719, 2010.
N. Jazil, A. Hintono and S. Mulyani, "Penurunan Kualitas Telur Ayam Ras Dengan Intensitas Warna Coklat Kerabang Berbeda Selama Penyimpanan," Jurnal Aplikasi Teknologi Pangan, Vol. 2, No. 2, 2013.
S. . P. Hirokoa, T. Kurtinib and Riyanti, "The Effect of Storage Duration and Eggshell Color of Purebred-Chicken Egg to The Albumen Index, Yolk Index, and Egg’s Ph," Vol. 2, 2014.
N. B. Suharyanto, C. K. N. Sulaiman, I. I. Zebua, and Arief, "Physical Quality, Microbiology, and Organoleptic of Egg Around IPB Campus, Dramaga, Bogor," https://journal.ipb.ac.id/index.php/ipthp/article/viewFile/17502/12559, Vol. 04, No. 2, 2016.
W. Fang, T. Zuojun, C. Fei and W. Youxian , "Detecting Cracks of Preserved Egg Based on Polarized Light," in 2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics, Pp. 66-69, August, 2013.
M. Abdurohman, A. Herutomo, V. Suryani, A. Elmangoush and T. Magedanz, "Mobile tracking System Using OpenMTC Platform Based on Event Driven Method," 38th Annual IEEE Conference on Local Computer Networks - Workshops, Pp. 856-860, 2013.
X. F, T. L, Yang, W. L and V. A, "Editorial Internet of Things," International Journal of Communication Systems, No. 25, Pp. 1101-1102, 2012.
P. Besari, M. Abdurohman and A. Rakhmatsyah, "Application of M2M to Detect the Air Pollution," in In Information and Communication Technology (ICoICT), 2015 3rd International Conference, Pp. 304-309, May, 2015.
A. R. Wiratno and K. Hastuti, "Implementation of Firebase Realtime Database to track BRT Trans Semarang," Computer Science Departement, Universitas Dian Nuswantoro, Vol. 4, No. 2, 2017.
A. A. Aldair, M. Mokayef and T. A. Rashid, "Design and Implementation of Intelligent Control System for Egg Incubator Based on IoT Technology," in 2018 4th International Conference on Electrical, Electronics and System Engineering (ICEESE), Pp. 49-54, November, 2018.
Y. Tanaka, "An Overview of Fuzzy Logic," in Proceedings of WESCON '93, Pp. 446-450, September, 1993.
Y. Dote, "Introduction To Fuzzy Logic," in Proceedings of IECON '95 - 21st Annual Conference on IEEE Industrial Electronics, Pp. 50-56, November 1995.
C. C. LEE, "Fuzzy Logic in Control System: Fuzzy Logic Controller-Part I," IEEE Transactions on Systems, Man, and Cybernetics, vol. 20, Pp. 404-418, April, 1990.
M. . Djunaidi, E. Setiawan and F. W. Andista, "Penentuan Jumlah Produksi Dengan Aplikasi Metode Fuzzy – MAMDANI," Jurnal Ilmiah Teknik Industri, Vol. 2, 2011.
M. Sumitre and R. Kurniawan, "Rancang Bangun Sistem Pendukung Keputusan Seleksi Penerimaan Tenaga Pengajar Dengan Metode Fuzzy Inference System (FIS) Mamdani," Jurnal Informatika, Vol. 14, 2014.
S. SUPATMI, "Pengaruh Sensor LDR Terhadap Pengontrolan Lampu," Jurnal Majalah Ilmiah Unikom, Vol. 8, No. 2, Pp. 175-180, May 2011.
P. M. Manege, E. K. Allo and Bahrun, "Rancang Bangun Timbangan Digital Dengan Kapasitas 20Kg Berbasis Microcontroller ATMega8535," E-Journal Teknik Elektro dan Komputer, Vol. 6, No. 2301-8402, 2017.
D. Christover, A. . Y. P. T.S., J. A. P. S.T and M. . M. Yusup, "Rancang Bangun Alat Pendeteksi Kebusukan Telur Menggunakan Metode Fuzzy Logic Berbasis Mikrokontroler Arduino Nano 328," Jurnal Sains Terapan, Vol. 5, No. 1, 2019.
P. D. W. Ayu and G. A. Pradipta, "Egg’s Diameter Detection Using Fuzzy C-Means and Iterative Random Hough Transform," in 2017 1st International Conference on Informatics and Computational Sciences (ICICoS), Pp. 53-58, November 2017.