Rapid on-line non-destructive detection of the moisture content of corn ear by bioelectrical impedance spectroscopy

Authors

  • Zhao Pengfei 1. College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China; 2. Modern Precision Agriculture System Integration Research Key Laboratory, Ministry of Education, Beijing 100083, China;
  • Zhang Hanlin 1. College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China; 3. Key Laboratory of Agricultural Information Acquisition Technology (Beijing), Ministry of Agriculture, Beijing 100083, China
  • Zhao Dongjie 1. College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China; 3. Key Laboratory of Agricultural Information Acquisition Technology (Beijing), Ministry of Agriculture, Beijing 100083, China
  • Wang Zhijie 1. College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China; 3. Key Laboratory of Agricultural Information Acquisition Technology (Beijing), Ministry of Agriculture, Beijing 100083, China
  • Fan Lifeng 1. College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China; 3. Key Laboratory of Agricultural Information Acquisition Technology (Beijing), Ministry of Agriculture, Beijing 100083, China
  • Huang Lan 1. College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China; 2. Modern Precision Agriculture System Integration Research Key Laboratory, Ministry of Education, Beijing 100083, China; 3. Key Laboratory of Agricultural Information Acquisition Technology (Beijing), Ministry of Agriculture, Beijing 100083, China
  • Ma Qin 1. College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China; 3. Key Laboratory of Agricultural Information Acquisition Technology (Beijing), Ministry of Agriculture, Beijing 100083, China
  • Wang Zhongyi 1College of Information and Electrical Engineering, China Agricultural University, Beijing 100083, China 2Modern Precision Agriculture System Integration Research Key Laboratory, Ministry of Education, Beijing 100083, China 3Key Laboratory of Agricultural information acquisition technology (Beijing), Ministry of Agriculture, Beijing 100083, China)

DOI:

https://doi.org/10.25165/ijabe.v8i6.1238

Keywords:

moisture content, non-destructive detection, bioelectrical impedance spectroscopy, corn ear

Abstract

Moisture content of corn directly affects its quality and storage time, and the rapid on-line detection of the moisture content of corn ears not threshed or in vivo in the fields is required. Because of the special shape of corn ear, the rapid, low cost and non-destructive bioelectrical impedance measurement is more suitable for its moisture content detection. Using the four-electrode method with the Agilent E4980A precision LCR meter, the electrical impedance spectroscopies of the sweet corn ears and waxy corn ears at different moisture contents were acquired. The frequency range of the detection was from 20 Hz to 2 MHz and to enhance the contact, the attached-type electrodes were wrapped in cotton soaked with 0.1% NaCl solution. The impedance data over the frequency range from 300 Hz to 5 kHz were used to obtain the parameters of the bio-impedance Cole-Cole model. The results showed a good linear correlation (coefficient of determination R2=0.960) between the equivalent parallel resistance R∞ of sweet corn ear and the moisture content value determined by standard chemical method. The research proved that the bioelectrical impedance spectroscopy can be used for detecting the moisture content of corn ear. Keywords: moisture content, non-destructive detection, bioelectrical impedance spectroscopy, corn ear DOI: 10.3965/j.ijabe.20150806.1238 Citation: Zhao P F, Zhang H L, Zhao D J, Wang Z J, Fan L F, Huang L, et al. Rapid on-line non-destructive detection of the moisture content of corn ear by bioelectrical impedance spectroscopy. Int J Agric & Biol Eng, 2015; 8(6): 37-45.

References

Zhang H X, Liu W, Tan B X, Lu W. Corn moisture measurement using a capacitive sensor. Journal of Computers, 2013; 8(6): 1627–1631.

Soltani M, Alimardani R. Prediction of corn and lentil moisture content using dielectric properties. Journal of Agricultural Technology, 2011; 7(5): 1223–1232.

McIntosh R B, Casada M E. Fringing field capacitance sensor for measuring the moisture content of agricultural commodities. Sensors Journal, IEEE, 2008; 8(3): 240–247.

Kraszewski A W, Nelson S O, You T S. Moisture content determination in single corn kernels by microwave resonator techniques. Journal of Agricultural Engineering Research, 1991; 48: 77–87.

Nelson S O, Trabelsi S, Kraszewski A W. Advances in sensing grain moisture content by microwave measurements. Transactions of the ASAE, 1998; 41(2): 483–488.

Nelson S O, Trabelsi S. Principles for microwave moisture and density measurement in grain and seed. Journal of Microwave Power and Electromagnetic Energy, 2004; 39(2): 107–118.

Trabelsi S, Nelson S O, Lewis M A. Effects of “natural” water and “added” water on prediction of moisture content and bulk density of shelled corn from microwave dielectric properties. Journal of Microwave Power and Electromagnetic Energy, 2010; 44(2): 72–80.

Reid L M, Zhu X, Morrison M J, Woldemariam T, Voloaca C, Wu J, et al. A non-destructive method for measuring maize kernel moisture in a breeding program. Maydica, 2010; 55(2): 163.

Filipenco A, Mandache V, Vâlsan G, Ivan F, Ciocăzanu I. Efficiency of utilization of aselection index in assessment of drydown of corn genotypes (Zea mays L.). Scientific Papers-Series A, Agronomy, 2013, 56: 249–252.

Mizukami Y, Sawai Y, Yamaguchi Y. Moisture content measurement of tea leaves by electrical impedance and capacitance. Biosystems Engineering, 2006; 93(3): 293–299.

Repo T, Paine D H, Taylor A G. Electrical impedance spectroscopy in relation to seed viability and moisture content in snap bean (Phaseolus vulgaris L.). Seed Science Research, 2002; 12(01): 17–29.

Wu L, Ogawa Y, Tagawa A. Electrical impedance spectroscopy analysis of eggplant pulp and effects of drying and freezing–thawing treatments on its impedance characteristics. Journal of Food Engineering, 2008; 87(2): 274–280.

Damez J L, Clerjon S, Abouelkaram S, Lepetit J. Dielectric behavior of beef meat in the 1–1500 kHz range: Simulation with the Fricke/Cole–Cole model. Meat Science, 2007; 77(4): 512–519.

Zhang X, Luo E P, Shen G H, Xie K N, Song TY, Wu X M, et al. Multi-frequency bioimpedance measurements of rabbit shanks with stress fracture. Journal of Biomedical Science and Engineering, 2009; 2(03): 166.

Damez J L, Clerjon S, Abouelkaram S, Lepetit J. Electrical impedance probing of the muscle food anisotropy for meat ageing control. Food Control, 2008; 19(10): 931–939.

Laarabi S. Characterization of short-term stress applied to the root system by electrical impedance measurement in the first leaf of corn (Zea mays L.) and Pumpkin (Cucurbita maxima L.) American Journal of Plant Sciences, 2014, 5: 1285–1295.

Mbezia M T, Fouda H P E, Tabi C B, Kofané T C. Estimated photosynthetic activity from its electrical impedance spectroscopy. American Scientific Research Journal for Engineering, Technology, and Sciences, 2015, 13(1): 178–193.

Bera T K, Nagaraju J. Electrical impedance spectroscopic studies on broiler chicken tissue suitable for the development of practical phantoms in multifrequency EIT. Journal of Electrical Bioimpedance, 2011; 2(1): 48–63.

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Published

2015-12-31

How to Cite

Pengfei, Z., Hanlin, Z., Dongjie, Z., Zhijie, W., Lifeng, F., Lan, H., … Zhongyi, W. (2015). Rapid on-line non-destructive detection of the moisture content of corn ear by bioelectrical impedance spectroscopy. International Journal of Agricultural and Biological Engineering, 8(6), 37–45. https://doi.org/10.25165/ijabe.v8i6.1238

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Section

Information Technology, Sensors and Control Systems