Determination of low mass flow rate of wheat in a seed drill using a microwave Doppler sensor

Keywords: microwave sensor, seed mass flow, seed metering unit, wheat

Abstract

Aim of study: to develop a low-cost non-contact measurement system that can be used both in the field and in the laboratory for low volumetric flow.

Area of study: Türkiye.

Material and methods: A measurement system was developed to determine the flow rate of wheat seeds left at different flow rates from the seed metering unit, which has a studded feed roller, with a low-cost microwave sensor. Flow rates were determined for 16 different seed rates, and these flow rates were measured with precision scales. A microwave sensor was mounted on the seed tube. The precision scales and microwave sensors were operated simultaneously.

Main results: The obtained values were subjected to correlation and regression analysis. According to the analysis, it was found that the voltage values obtained from the microwave sensor increased linearly with the increase in the flow rate. There was a significant linear relationship (R2 = 0.974) between the means of mass flow measured from the scales and the means of mass flow measured from the microwave sensor.

Research highlights: It has been determined that the developed microwave sensor measurement system can be used to evaluate the performance of sowing machines in the laboratory and to monitor the amount of seed flow in the field.

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References

Akhter MM, Sabagh AE, Alam MN, Hasan MK, Hafez E, et al. 2017. Determination of seed rate of wheat (Triticum aestivum L.) varieties with varying seed size. Sci J Crop Sci 6(3): 161-167.

Alimenti F, Bonafoni S, Gallo E, Palazzi V, Gatti RW, Mezzanotte P, Roselli L, Zito D, Barbetta S, Corradini C, Termini D, Moramarco T, 2020. Noncontact measurement of river surface velocity and discharge estimation with a low-cost doppler radar sensor. IEEE Trans Geosci Remote Sens 58(7): 5195-5207. https://doi.org/10.1109/TGRS.2020.2974185

Al-Mallahi AA, Kataoka T, 2013. Estimation of mass flow of seeds using fibre sensor and multiple linear regression modelling. Comput Electron Agric 99: 116-122. https://doi.org/10.1016/j.compag.2013.09.005

Al-Mallahi AA, Kataoka T, 2016. Application of fibre sensor in grain drill to estimate seed flow under field operational conditions. Comput Electron Agric 121: 412-419. https://doi.org/10.1016/j.compag.2016.01.006

Awika JM, 2011. Major cereal grains production and use around the World. Acs Sym Ser 1089: 1-13. https://doi.org/10.1021/bk-2011-1089.ch001

Baloch M, Shah I, Nadim M, Khan M, Khakwani A, 2010. Effect of seeding density and planting time on growth and yield attributes of wheat. J Anim Plant Sci 20(4): 239-242.

Boydas MG, Turgut N, 2007. Effect of vibration, roller design, and seed rates on the seed flow evenness of a studded feed roller. Appl Eng Agric 23: 413-418. https://doi.org/10.13031/2013.23482

Brandelero EM, Adami PF, Modolo AJ, Baesso MM, Fabian AJ, 2015. Seeder performance under different speeds and its relation to soybean cultivars yield. J Agron 14: 139-145. https://doi.org/10.3923/ja.2015.139.145

Cakir E, Aygun I, Yazgi A, Karabulut Y, 2016. Determination of in-row seed distribution uniformity using image processing. Turk J Agric For 40(6): 874-881. https://doi.org/10.3906/tar-1604-110

Collins TS, Gutteridge MV, Francis CD, 1976. Methods for improving the performance of cereal drills: Part I. metering mechanisms and initial sowing depth studies, NIAE, SILSOE.

Fraden J, 2010. Handbook of Modern Sensors. 4th Edition. Springer New York Heidelberg Dordrecht London. https://doi.org/10.1007/978-1-4419-6466-3

Griepentrorong HW, 1994. Saatgutzuteilung von raps, Kiel.

Grift TE, Walker T, Hofstee JW, 2001. Mass flow measurement of granular materials in aerial application - Part 1: Simulation and modeling. Trans ASABE 44(1): 19-26. https://doi.org/10.13031/2013.2299

Guo Z, Zhang G, 2018. Application of a microwave mass flow meter in a dense phase pneumatic conveying system of pulverized coal. 2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference, Oct 12-14. pp: 2547-2551. https://doi.org/10.1109/IAEAC.2018.8577472

Kamgar S, Noei-Khodabadi F, Shafaei SM, 2015. Design, development and field assessment of a controlled seed metering unit to be used in grain drills for direct seeding of wheat. Inf Process Agric 2(3): 169-176. https://doi.org/10.1016/j.inpa.2015.08.001

Karayel D, Wiesehoff M, Özmerzi A, Müller J, 2006. Laboratory measurement of seed drill seed spacing and velocity of fall of seeds using high-speed camera system. Comput Electron Agric 50: 89-96. https://doi.org/10.1016/j.compag.2005.05.005

Karimi H, Navid H, Mahmoudi A, 2015. Online laboratory evaluation of seeding-machine application by an acoustic technique. Span J Agric Res 13(1). https://doi.org/10.5424/sjar/2015131-6050

Kelly P, Gould NS, 1995. To improve machinery for the effective establishment of pastures, NSW Agriculture, Trangie.

Kocher MF, Lan Y, Chen C, Smith JA, 1998. Opto-electronic sensor system for rapid evaluation of planter seed spacing uniformity. Trans ASABE 41(1): 237-245. https://doi.org/10.13031/2013.17143

Lan Y, Kocher MF, Smith JA, 1999. Opto-electronic sensor system for laboratory measurement of planter seed spacing with small seeds. J Agr Eng Res 72(2): 119-127. https://doi.org/10.1006/jaer.1998.0353

Li J, Kong M, Xu C, Wang S, Fan Y, 2015. An integrated instrumentation system for velocity, concentration and mass flow rate measurement of solid particles based on electrostatic and capacitance sensors. Sensors (Basel) 15(2): 31023-31035. https://doi.org/10.3390/s151229843

Liu Q, Cui T, Zhang D, Yang L, Wang Y, et al. 2018. Design and experimental study of seed precise delivery mechanism for high-speed maize planter. Int J Agric Biol Eng 11(4): 61-66. https://doi.org/10.25165/j.ijabe.20181104.2802

Nandede B, Ranjeet K, Padhee D, 2012. Sensor for seedling spacing and flow measurement in vegetable transplanter. Int J Agric Biol Eng 5(2): 225-228. https://doi.org/10.25165/j.ijabe.20181104.2802

Panning JW, Kocher MF, Smith JA, Kachman SD, 2000. Laboratory and field testing of seed spacing uniformity for sugarbeet planters. Appl Eng Agric 16(1): 7-13. https://doi.org/10.13031/2013.4985

Pang L, Shao Y, Geng C, Zhong W, Liu G, Liu L, Tian W, 2018. Measurement of solid mass flow rate by a non-intrusive microwave method. Powder Technol 323: 525-532. https://doi.org/10.1016/j.powtec.2017.10.030

Polivka J, 2007. An overview of microwave sensor technology. High Freq Electron 6(4): 32-42.

Shazma A, Khattak WA, Muhammad I, Saqib B, Muhammad S, Jehan B, 2015. Effect of sowing dates and seed rates on the agro-physiological traits of wheat. J Environ Earth Sci 5(1): 135-141.

Swisher DW, Borgelt SC, Sudduth KA, 2002. Optical sensor for granular fertilizer flow rate measurement. Trans ASABE 45: 881-888. https://doi.org/10.13031/2013.9934

Väyrynen T, Itävuo P, Vilkko M, Jaatinen A, Peltonen M, 2013. Mass-flow estimation in mineral-processing applications. IFAC Proc Vol 46(4): 271-276. https://doi.org/10.3182/20130825-4-us-2038.00023

Wikipedia, 2023. Christian Doppler. https://en.wikipedia.org/wiki/Christian_Doppler

Yan Y, 1996. Mass flow measurement of bulk solids in pneumatic pipelines. Meas Sci Technol 7:1687-1706. https://doi.org/10.1088/0957-0233/7/12/002

Yang L, Huang J, Zhang J, Hu H, Liu G, Lü S, 2020. Mass flow measurement system of granular fertilizer based on microwave Doppler method. Trans Chin Soc Agric Mach 51(s1): 210-217. https://doi.org/10.6041/j.issn.1000-1298.2020.S1.024

Yin X, Noguchi N, Yang T, Jin C, 2018. Development and evaluation of a low-cost precision seeding control system for a corn drill. Int J Agric Biol Eng 11(5): 95-99. https://doi.org/10.25165/j.ijabe.20181105.3369

Zheng Y, Liu Q, 2011. Review of techniques for the mass flow rate measurement of pneumatically conveyed solids. Measurement 44(4): 589-604. https://doi.org/10.1016/j.measurement.2011.01.013

Zou J, Wang H, Liu C, He D, Wu ZP, 2018. Real-time solid flow velocity measurement based on a microwave sensor. Trans Inst Meas Control 41(10): 1-9. https://doi.org/10.1177/0142331218808857

Published
2025-04-30
How to Cite
Boydas, M. G. (2025). Determination of low mass flow rate of wheat in a seed drill using a microwave Doppler sensor. Spanish Journal of Agricultural Research, 23(1), 20393. https://doi.org/10.5424/sjar/2025231-20393
Section
Agricultural engineering