SHAPE MODELING OF FRUITS AND ROOTS
Abstract
Vegetables, fruits, berries and seeds of agricultural crops have different shapes and sizes. When developing machines and equipment for harvesting and processing agricultural products, it is necessary to take into account these characteristics of fruit and vegetable products in order to ensure high efficiency of technological processes. Scientists use various methods to describe the shape of vegetables, fruits, berries and seeds. In particular, morphometric analysis, reconstruction of contour images obtained from a photo of the whole fruits or its parts, as well as X-ray computed tomography, 3D data processing methods and visualization technologies (triangulation, time of flight (TOF), interferometry, electromagnetic radiation and ultrasound) are used. The aim of the study was to obtain mathematical models of the shapes of fruits and root crops. Creative shapes of tomatoes, carrots and table beets were described by modifying the superformula of the flat curve of the superellipse. To build 3D models of fruits and root crops, the equation of the creative shape written in parametric form was used. Construction of graphs of creative forms of fruit and root crops, as well as their 3D models was carried out in the computer algebra system Mathcad 14. The proposed mathematical models can be used for modeling of technological processes, development of working bodies of machines, equipment and robots for harvesting and processing of agricultural crops, as well as for determination of physical and mechanical parameters of agricultural products (volume, mass, density, etc.). By changing the parameters of the mathematical models of fruit and root crops, it is possible to take into account the peculiarities of the shape of their various varieties. Further research in this direction with the aim of developing mathematical models for describing the shape of seeds, fruits and roots of various agricultural crops is promising.
References
Anders, A., Choszcz, D., Markowski, P., Lipiński, A. J., Kaliniewicz, Z., & Ślesicka, E. (2019). Numerical modeling of the shape of agricultural products on the example of cucumber fruits. Sustainability, 11(10), 2798. https://doi.org/10.3390/su11102798
Bohl, E., Terraz, O., & Ghazanfarpour, D. (2015). Modeling fruits and their internal structure using parametric 3Gmap L-systems. The Visual Computer, 31, 819-829. https://doi.org/10.1007/s00371-015-1108-9
Bu, L., Hu, G., Chen, C., Sugirbay, A., & Chen, J. (2020). Experimental and simulation analysis of optimum picking patterns for robotic apple harvesting. Scientia Horticulturae, 261, 108937. https://doi.org/10.1016/j.scienta.2019.108937
Cieslak, M., Cheddadi, I., Boudon, F., Baldazzi, V., Génard, M., Godin, C., & Bertin, N. (2016). Integrating physiology and architecture in models of fruit expansion. Frontiers in Plant Science, 7, 1739. https://doi.org/10.3389/fpls.2016.01739
Danckaers, F., Huysmans, T., Van Dael, M., Verboven, P., Nicolai, B., & Sijbers, J. 2015. Building a statistical shape model of the apple from corresponded surfaces. Chemical Engineering Transactions, 44, 49-54. https://doi.org/10.3303/CET1544009
Gruyters, W., Verboven, P., Diels, E., Rogge, S., Smeets, B., Ramon, H., Defraeye, T., & Nicolaï, B. M. (2018). Modelling cooling of packaged fruit using 3D shape models. Food and Bioprocess Technology, 11, 2008-2020. https://doi.org/10.1007/s11947-018-2163-9
Kafashan, J., Tijskens, B., Moshou, D., Mouazen, A. M., De Baerdemaeker, J., & Ramon, H. (2006). Image processing to create a realistic 3D model of apple based on its slices. In 2006 ASAE Annual Meeting (p. 1). American Society of Agricultural and Biological Engineers. https://doi.org/10.13031/2013.21461
Ling, L., Hongzhen, X., Wenlin, S., & Gelin, L. (2007). Research on visualisation of fruits based on deformation. New Zealand Journal of Agricultural Research, 50(5), 593-600.
Martín-Gómez, J. J., del Pozo, D. G., Tocino, Á., & Cervantes, E. (2021). Geometric models for seed shape description and quantification in the cactaceae. Plants, 10, 2546. https://doi.org/10.3390/plants10112546
Mieszkalski, L., & Wojdalski, J. (2017). A mathematical method for modeling the shape of apples. Part 1. Description of the method. ECONTECHMOD: An International Quarterly Journal, 6(3), 97-104.
Morimoto, T., Takeuchi, T., Miyata, H., & Hashimoto, Y. (2000). Pattern recognition of fruit shape based on the concept of chaos and neural networks. Computers and Electronics in Agriculture, 26(2), 171-186. https://doi.org/10.1016/S0168-1699(00)00070-3
Rogge, S., Defraeye, T., Herremans, E., Verboven, P., & Nicolai, B. M. (2015). A 3D contour based geometrical model generator for complex-shaped horticultural products. Journal of Food Engineering, 157, 24-32. https://doi.org/10.1016/j.jfoodeng.2015.02.006
Saudreau, M., Sinoquet, H., Santin, O., Marquier, A., Adam, B., Longuenesse, J.-J., Guilioni, L., & Chelle, M. (2007). A 3D model for simulating the spatial and temporal distribution of temperature within ellipsoidal fruit. Agricultural and Forest Meteorology, 147(1-2), 1-15. https://doi.org/10.1016/j.agrformet.2007.06.006
Visa, S., Cao, C., Gardener, B. M., & van der Knaap, E. (2014). Modeling of tomato fruits into nine shape categories using elliptic fourier shape modeling and Bayesian classification of contour morphometric data. Euphytica, 200(3), 429-439. https://doi.org/10.1007/s10681-014-1179-0
Wang, Y, & Chen, Y. (2020). Fruit morphological measurement based on three-dimensional reconstruction. Agronomy, 10(4), 455. https://doi.org/10.3390/agronomy10040455
Wang, J., Xie, Z., Mao, P., Sun, M., & Guo , J. (2024). Fruit modeling and application based on 3D imaging technology: a review. Journal of Food Measurement and Characterization, 18, 4120-4136. https://doi.org/10.1007/s11694-024-02480-3
Ziaratban, A., Azadbakht, M., & Ghasemnezhad, A. (2016). Modeling of volume and surface area of apple from their geometric characteristics and artificial neural network. International Journal of Food Properties, 20(4), 762-768. https://doi.org/10.1080/10942912.2016.1180533
Дударєв, І. М., & Панасюк, С. Г. (2020). Дослідження впливу товщини нарізування плодів та коренеплодів на площу поверхні шматочків (Impact of fruit and vegetable slicing on the area of pieces’ surface). Сільськогосподарські машини, 44, 51-70. https://doi.org/10.36910/agromash.vi44.294
Дударєв, І. М., & Прибиш, С. Ю. (2023). Моделювання форми зерна та насіння для обґрунтування параметрів решета сепаратора (Modeling of grain and seed shape to substantiate of seed cleaner sieve parameters). Сільськогосподарські машини, 49, 124-133. https://doi.org/10.36910/acm.vi49.1066