Document Type : Research Article-en
Author
Department of Biosystems Engineering, Faculty of Agriculture, Shahid Chamran University of Ahvaz, Ahvaz, Iran
Abstract
In this study, an electronic system was built to determine the mass and volume of orange fruits from their dimensions using ultrasonic sensors. The system hardware parts include a metal box, three ultrasonic sensors, a load-cell sensor, an Arduino board, a memory card module, a voltage converter, a keypad, a display and a power adapter. A computer program was written to obtain data from ultrasonic sensors and determine the mass and volume of fruits using regression relationships in Arduino software. 100 samples of orange fruits (Dezful local variety) were picked randomly from a garden and various measurements were done to determine the main physical properties of fruits including three dimensions, mass (M), and volume (V). The system output values for mass and volume of orange fruits with their actual values had no significant difference at 1% probability level. The root mean square error (RMSE) in determining the oranges mass and volume by the system were 9.02 g and 10.90 cm3, respectively. In general, the proposed system performance was acceptable and it can be used for determining the mass and volume of orange fruits.
Keywords
Main Subjects
©2022 The author(s). This article is licensed under Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source.
- Ahmadi, K., Ebadzade, H. R., Hatami, F., Hoseinpoor, R., & Abdeshah, H. (2020). Agricultural Statistics Letter, Volume 3: Horticultural crops. Ministry of Agriculture, Deputy of Planning and Economics, Information and Communication Technology Center, Tehran. (in Persian)
- (2008). USS3 ultrasonic sensor. Retrieved from https://www.besttechnology.co.jp. Accessed 17 November 2021. (in Japanese).
- Concha-meyer, A., Eifert, J., Wang, H., & Sanglay, G. (2018). Volume estimation of strawberries, mushrooms, and tomatoes with a machine vision system. International Journal of Food Properties, 21(1), 1867-1874. https://doi.org/10.1080/10942912.2018.1508156
- Dağtekin, M., & Beyaz, A. (2017). Use of different types of sensors for size measurement of some agricultural products (fruit) grown in Mediterranean climatic conditions. Environmental Engineering and Management Journal, 16(5), 1129-1136. https://eemj.eu/index.php/EEMJ/article/view/3268
- Fellegari, R., & Navid, H. (2011). Determining the orange volume using image processing. International Conference on Food Engineering and Biotechnology (IPCBEE v. 9). Singapoore: IACSIT Press, p. 180-184.
- Kachariya, H., Vasaniya, K., Dhameliya, S., & Savant, R. (2015). A review of volume estimation techniques of fruit. International Journal of Engineering Research & Technology, 4(1), 217-221.
- Masoudi,, & Rohani, A. (2016). Mass and volume prediction of orange fruit (Dezful local variety) using MLP neural networks. Journal of Agricultural Engineering, 39(2), 133-142. (in Persian). https://doi.org/10.22055/agen.2017.12609
- Masoudi,, & Rohani, A. (2017). Determination of physical characteristics and regression modeling of orange (Dezful local variety) mass and volume. Journal of Biosystems Engineering, 6(2), 34-42. (in Persian).
- Masoudi, H., & Rohani, A. (2021). Citrus fruit grading based on the volume and mass estimation from their projected areas using ANFIS and GPR models. Fruits, 76(4), 169-180. https://doi.org/17660/th2021/76.4.2
- Mir-Ahmadi, S., Mireei, S. A., Sadeghi, M., & Hemmat, A. (2016). Online weighing of kiwifruit using impact method. Journal of Agricultural Machinery, 6(1), 163-175. (in Persian). https://doi.org/10.22067/jam.v6i1.33683
- Mohsenin, N. N. (1986). Physical Properties of Plant and Animal Materials. Gordon and Branch Sci. Pub., New York.
- Omid, M., Khojastehnazhand, M., & Tabatabaeefar, A. (2010). Estimating volume and mass of citrus fruit by image processing technique. Journal of Food Engineering, 100(2), 315-321. https://doi.org/10.1016/j.jfoodeng.2010.04.015
- Raj Gokul, P., Raj, Sh., & Suriyamoorthi, P. (2015). Estimation of volume and maturity of sweet lime fruit using image processing algorithm. International Conference on Communication and Signal Processing. April 2-4, 2015, India.
- Vivek Venkatesh, G., Iqbal, S. Md., Gopal, A., & D. Ganesan. (2015). Estimation of volume and mass of axi-symmetric fruits using image processing technique. International Journal of Food Properties, 18(3), 608-626. https://doi.org/10.1080/10942912.2013.831444
- Yildiz, F., Özdemir, A. T., & Uluişik, S. (2019). Evaluation performance of ultrasonic testing on fruit quality determination. Journal of Food Quality, Article ID 6810865: 7 pages. https://doi.org/10.1155/2019/6810865
Send comment about this article