Real-time remote corn growth monitoring system using plant wearable fiber Bragg grating sensor

被引:0
|
作者
Zhang, Wei [1 ,2 ]
Awais, Muhammad [1 ,2 ]
Naqvi, Syed Muhammad Zaigham Abbas [1 ,2 ]
Xiong, Yani [1 ,2 ]
Li, Linze [1 ,2 ]
Zang, Yiheng [1 ,2 ]
Ahmed, Shakeel [1 ,2 ]
Wu, Junfeng [1 ,2 ]
Zhang, Hao [1 ,2 ]
Abdulraheem, Mukhtar Iderawumi [1 ,2 ]
Raghavan, Vijaya [3 ]
Ping, Jianfeng [4 ]
Hu, Jiandong [1 ,2 ,5 ]
机构
[1] Henan Agr Univ, Coll Mech & Elect Engn, Zhengzhou 450002, Peoples R China
[2] Henan Int Joint Lab Laser Technol Agr Sci, Zhengzhou 450002, Peoples R China
[3] McGill Univ, Fac Agr & Environm Studies, Dept Bioresource Engn, Sainte Anne de Bellevue, PQ H9X 3V9, Canada
[4] Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310000, Peoples R China
[5] State Key Lab Wheat & Maize Crop Sci, Zhengzhou 45002, Peoples R China
基金
国家科技攻关计划;
关键词
Crop growth monitoring; Fiber Bragg grating; Plant wearable sensor; Axial growth; Radial growth;
D O I
10.1016/j.compag.2024.109538
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Modern plant physiology and environmental factor quantification technologies rely on non-contact spectroscopy, airborne/satellite photography, and machine vision. Unfortunately, many plant health monitoring systems lack spatial and temporal resolution, continuous, dependable data, and the ability to track plant health or understand how biological and environmental factors influence plant growth. Some current methods are insufficient for realtime crop monitoring due to electromagnetic interference and biocompatibility. This paper presents a novel fiber Bragg grating (FBG) sensor system with flexible silicone clamps for monitoring corn ear growth over time. To measure the axial growth distance, a camera takes images of the corn ears at the same time, while a graduated circular tower is developed to measure the radial dimensions. To investigate how environmental conditions influence corn development, a unique circuit board was created to monitor temperature, humidity, and light intensity. In this experiment, the FBG sensor system was designed to measure corn ear axial and radial growth for 72 h. The experimental results demonstrate that on average the corn ear grows 1.25 mm axially and has a sensitivity of 0.01 nm/mm. Furthermore, the slope of the fitted line (= = 0.04 nm/mm) indicates the radial clamps sensitivity, with an average increase in corn ear girth of 5.41 mm. This study used a low-cost integrated flexible silicone clamp to hold the FBG sensor without impeding plant growth. As a result, even in challenging field conditions, the sensor can monitor the axial and circumferential growth of corn ears. These discoveries will aid in the adoption and improvement of cutting-edge technology in smart agriculture applications, providing important data for crop yields and agricultural advantages.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Real-Time Fermentation Monitoring of Synthetic Beer Wort Using Etched Fiber Bragg Grating
    de Oliveira, Vicente A.
    Barbero, Andres Pablo L.
    Sphaier, Leandro A.
    dos Santos, Alexandre B.
    Peixoto, Fernando C.
    Silva, Vinicius N. H.
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [22] Real-Time Monitoring of Siloxane Monolayer Film Formation on Silica Using a Fiber Bragg Grating
    Stanford, Christopher J.
    Dagenais, Mario
    Park, Ju-Hee
    DeShong, Philip
    CURRENT ANALYTICAL CHEMISTRY, 2008, 4 (04) : 356 - 361
  • [23] Dynamic fiber Bragg grating strain sensor interrogation with real-time measurement
    Park, Jinwoo
    Kwon, Yong Seok
    Ko, Myeong Ock
    Jeon, Min Yong
    OPTICAL FIBER TECHNOLOGY, 2017, 38 : 147 - 153
  • [24] Real-Time Monitoring of Human Breathing Using Wearable Tilted Fiber Grating Curvature Sensors
    Xue, Xiaobin
    Han, Xile
    Li, Linhao
    Min, Li
    You, Daotong
    Guo, Tuan
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2023, 41 (13) : 4531 - 4539
  • [25] Real-Time Fatigue Crack Monitoring Based on Fiber Bragg Grating Sensors
    Liu, Xiao-peng
    He, Jing-jing
    Zhang, Wei-fang
    Wang, Deng-jiang
    2016 INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY, ENVIRONMENT AND INFORMATION ENGINEERING (SEEIE 2016), 2016, : 567 - 570
  • [26] Real-Time Train Wheel Condition Monitoring by Fiber Bragg Grating Sensors
    Wei, Chuliang
    Xin, Qin
    Chung, W. H.
    Liu, Shun-yee
    Tam, Hwa-yaw
    Ho, S. L.
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2012,
  • [27] Real-Time Estimation of Time-Varying Bending Modes Using Fiber Bragg Grating Sensor Arrays
    Jiang, Hao
    van der Veek, Bartel
    Kirk, Daniel
    Gutierrez, Hector
    AIAA JOURNAL, 2013, 51 (01) : 178 - 185
  • [28] Fiber Bragg grating displacement sensor based on synchronous deformation sensing for real-time monitoring of a tunnel lining
    Cai, Heyi
    Xiao, Xiangpeng
    Song, Qingguo
    Sun, Qizhen
    Yan, Zhijun
    APPLIED OPTICS, 2023, 62 (31) : 8299 - 8307
  • [29] REAL TIME MONITORING OF RAILWAY TRAFFIC USING FIBER BRAGG GRATING SENSORS
    Filograno, M. L.
    Rodriguez-Barrios, A.
    Gonzalez-Herraez, M.
    Corredera, P.
    Martin-Lopez, S.
    Rodriguez-Plaza, M.
    Andres-Alguacil, A.
    PROCEEDINGS OF THE ASME JOINT RAIL CONFERENCE, VOL 2, 2010, : 493 - 500
  • [30] Real-time monitoring of concrete curing using fiber Bragg grating sensors: Strain and temperature measurement
    Jo, Hye Jin
    Park, Dong Young
    Kim, Kyung Won
    Ahn, Tae-Jung
    SENSORS AND ACTUATORS A-PHYSICAL, 2023, 362