Design of Oxygen and Carbon Dioxide Monitoring System in Cocoa Fermentation with Internet of Things and Automatic Stirring System

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Liya Yusrina Sabila
Linggar Rahmat Dwiyono
Agus Rahman Hakim
Abi Nazli Karuana
Dhias Cahya Hakika
Farrah Fadhillah Hanum

Keywords

Cocoa Fermentation, O2, CO2, Blynk, Stirrer

Abstract

In some areas in Indonesia, more traditional cocoa farmers have yet to carry out special monitoring of O2 and CO2 levels during fermentation because the practices and technologies used by cocoa farmers can vary significantly in different regions and levels of development. The right amount and level of O2 and CO2  can regulate the activity of microorganisms and affect the overall fermentation process. The fermentation box is made using a wooden board measuring 50x50 cm and is equipped with a stirring blade inside. The sensors used are the Gravity O2 I2C Sensor and the CO2 Sensor MG-118, with a high torque D.C. motor as the stirring blade drive. The results of monitoring and controlling the stirrer are carried out using the Blynk IoT platform or directly on the fermentation box. The tests carried out include testing on an empty fermentation box and testing on the fermentation process of 1kg and 6kg cocoa. After carrying out the testing process, the sensors and IoT systems created can work optimally. The sensor test results in the cocoa fermentation process show a change in CO2 concentration, initially 400 ppm, increasing to a maximum of 1600 ppm. Meanwhile, the O2 concentration remains stable at 20-21% vol, and the stirrer can work optimally. The D.C. motor-driven stirrer can operate effectively with a stirrer response time of 2 seconds and a stirring efficiency of 95% at both fermentation loads (1kg and 6kg). The monitoring system integrated with the Blynk IoT platform shows a gas measurement accuracy rate of 98%, making it easier for cocoa farmers to monitor and control the fermentation process more accurately. The effectiveness of this system can improve the quality of cocoa fermentation results by optimizing fermentation conditions through the right O2 and CO2 levels.

References

[1] T. S. Melo, T. C. Pires, J. V. P. Engelmann, A. L. O. Monteiro, L. F. Maciel, and E. da S. Bispo, “Evaluation of the content of bioactive compounds in cocoa beans during the fermentation process,” J. Food Sci. Technol., vol. 58, no. 5, pp. 1947–1957, 2021, doi: 10.1007/s13197-020-04706-w.
[2] M. Santander Muñoz, J. Rodríguez Cortina, F. E. Vaillant, and S. Escobar Parra, “An overview of the physical and biochemical transformation of cocoa seeds to beans and to chocolate: Flavor formation,” Crit. Rev. Food Sci. Nutr., vol. 60, no. 10, pp. 1593–1613, 2020, doi: 10.1080/10408398.2019.1581726.
[3] Y. Fang, R. Li, Z. Chu, K. Zhu, F. Gu, and Y. Zhang, “Chemical and flavor profile changes of cocoa beans (Theobroma cacao L.) during primary fermentation,” Food Sci. Nutr., vol. 8, no. 8, pp. 4121–4133, 2020, doi: 10.1002/fsn3.1701.
[4] G. C. A. Chagas Junior, N. R. Ferreira, and A. S. Lopes, “The microbiota diversity identified during the cocoa fermentation and the benefits of the starter cultures use: an overview,” Int. J. Food Sci. Technol., vol. 56, no. 2, pp. 544–552, 2021, doi: 10.1111/ijfs.14740.
[5] G. Vinicius De Melo Pereira et al., “A Review of Selection Criteria for Starter Culture Development in the Food Fermentation Industry,” Food Rev. Int., vol. 36, no. 2, pp. 135–167, 2020, doi: 10.1080/87559129.2019.1630636.
[6] Y. K. Tee, K. Bariah, B. Hisyam Zainudin, K. C. Samuel Yap, and N. G. Ong, “Impacts of cocoa pod maturity at harvest and bean fermentation period on the production of chocolate with potential health benefits,” J. Sci. Food Agric., vol. 102, no. 4, pp. 1576–1585, 2022, doi: 10.1002/jsfa.11494.
[7] Zainuri, T. Sjah, N. Prameswari, W. Werdiningsih, and A. Tarmizi, “Good agricultural and postharvest handling practices of Cocoa pods in Lombok to meet Cocoa bean quality for the global market,” IOP Conf. Ser. Earth Environ. Sci., vol. 712, no. 1, 2021, doi: 10.1088/1755-1315/712/1/012028.
[8] R. Niikoi Kotey et al., “Effects of Fermentation Periods and Drying Methods on Postharvest Quality of Cocoa (Theobroma Cacao) Beans in Ghana,” J. Food Qual., vol. 2022, 2022, doi: 10.1155/2022/7871543.
[9] R. H. Ordoñez-Araque, E. F. Landines-Vera, J. C. Urresto-Villegas, and C. F. Caicedo-Jaramillo, “Microorganisms during cocoa fermentation: Systematic review,” Foods Raw Mater., vol. 8, no. 1, pp. 155–162, 2020, doi: 10.21603/2308-4057-2020-1-155-162.
[10] L. De Vuyst and F. Leroy, “Functional role of yeasts, lactic acid bacteria and acetic acid bacteria in cocoa fermentation processes,” FEMS Microbiol. Rev., vol. 44, no. 4, pp. 432–453, 2020, doi: 10.1093/femsre/fuaa014.
[11] E. Subroto, M. Djali, R. Indiarto, E. Lembong, and N. Baiti, “Microbiological Activity Affects Post-Harvest Quality of Cocoa (Theobroma cacao L.) Beans,” Horticulturae, vol. 9, no. 7, 2023, doi: 10.3390/horticulturae9070805.
[12] R. Sharma, P. Garg, P. Kumar, S. K. Bhatia, and S. Kulshrestha, “Microbial fermentation and its role in quality improvement of fermented foods,” Fermentation, vol. 6, no. 4, pp. 1–20, 2020, doi: 10.3390/fermentation6040106.
[13] Z. Mengqi, A. Shi, M. Ajmal, L. Ye, and M. Awais, “Comprehensive review on agricultural waste utilization and high-temperature fermentation and composting,” Biomass Convers. Biorefinery, vol. 13, no. 7, pp. 5445–5468, 2023, doi: 10.1007/s13399-021-01438-5.
[14] P. T. Nguyen, T. T. Nguyen, D. C. Bui, P. T. Hong, Q. K. Hoang, and H. T. Nguyen, “Exopolysaccharide production by lactic acid bacteria: The manipulation of environmental stresses for industrial applications,” AIMS Microbiol., vol. 6, no. 4, pp. 451–469, 2020, doi: 10.3934/MICROBIOL.2020027.
[15] J. Saini, M. Dutta, and G. Marques, “A comprehensive review on indoor air quality monitoring systems for enhanced public health,” Sustain. Environ. Res., vol. 30, no. 1, pp. 1–12, 2020, doi: 10.1186/s42834-020-0047-y.
[16] D. Singh, M. Dahiya, R. Kumar, and C. Nanda, “Sensors and systems for air quality assessment monitoring and management: A review,” J. Environ. Manage., vol. 289, no. March, p. 112510, 2021, doi: 10.1016/j.jenvman.2021.112510.
[17] Z. Idrees and L. Zheng, “Low cost air pollution monitoring systems: A review of protocols and enabling technologies,” J. Ind. Inf. Integr., vol. 17, p. 100123, 2020, doi: 10.1016/j.jii.2019.100123.
[18] W. A. John et al., “Experimentally modelling cocoa bean fermentation reveals key factors and their influences,” Food Chem., vol. 302, no. July 2019, p. 125335, 2020, doi: 10.1016/j.foodchem.2019.125335.
[19] T. Marwati et al., “Packaging and storage of cocoa beans fermented with Lactobacillus plantarum HL-15 in Agricultural Technology Park Nglanggeran, Yogyakarta,” IOP Conf. Ser. Mater. Sci. Eng., vol. 980, no. 1, 2020, doi: 10.1088/1757-899X/980/1/012032.
[20] J. A. Viesser et al., “Global cocoa fermentation microbiome: revealing new taxa and microbial functions by next generation sequencing technologies,” World J. Microbiol. Biotechnol., vol. 37, no. 7, pp. 1–17, 2021, doi: 10.1007/s11274-021-03079-2.
[21] E. Scollo et al., “Proteomic and peptidomic UHPLC-ESI MS/MS analysis of cocoa beans fermented using the Styrofoam-box method,” Food Chem., vol. 316, no. January, p. 126350, 2020, doi: 10.1016/j.foodchem.2020.126350.
[22] T. Y. Ying, N. Aimi, M. Nordin, A. Syafiq Sadun, H. Hashim, and N. Khamis, “Journal of Design for Sustainable and Environment Development of Automated Cocoa Beans Drying Rack,” JDSE J. Des. Sustain. Environ., vol. 3, no. 1, pp. 1–5, 2021, [Online]. Available: https://www.fazpublishing.com/jdse.
[23] J. Abijaude, P. Sobreira, L. Santiago, and F. Greve, “Improving Data Security with Blockchain and Internet of Things in the Gourmet Cocoa Bean Fermentation Process†,” Sensors, vol. 22, no. 8, pp. 1–22, 2022, doi: 10.3390/s22083029.
[24] M. H. Aziz, P. Saptiani, M. Iryanti, and A. Aminudin, “Design of carbondioxide level measures on peat soil with MG 811 sensor,” J. Phys. Conf. Ser., vol. 1280, no. 2, 2019, doi: 10.1088/1742-6596/1280/2/022061.
[25] N. Harahap and K. Kartika, “Microcontroller-Based Gas Detection in Transformer Oil,” Int. J. Eng. Sci. Inf. Technol., vol. 2, no. 4, pp. 119–126, 2022, doi: 10.52088/ijesty.v2i4.380.
[26] J. Kustija and F. Andika, “Control - Monitoring System Of Oxygen Level, Ph, Temperature And Feeding in Pond Based on Iot,” REKA ELKOMIKA J. Pengabdi. Kpd. Masy., vol. 2, no. 1, pp. 1–10, 2021, doi: 10.26760/rekaelkomika.v2i1.1-10.
[27] P. Megantoro et al., “Development of an internet of things-based weather station device embedded with O2, CO2, and CO sensor readings,” Int. J. Electr. Comput. Eng., vol. 14, no. 1, pp. 1122–1134, 2024, doi: 10.11591/ijece.v14i1.pp1122-1134.

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