DESIGN AND IMPLEMENTATION OF AN UNMANNED AERIAL VEHICLE (UAV) FOR IMAGE CAPTURE IN ENTERPRISE FARMING

Authors

  • K. Ugwueze Department of Mechatronic Engineering, University of Nigeria, Nsukka
  • S. C. Nwafor Department of Mechatronic Engineering, University of Nigeria, Nsukka
  • A. O. Ani Department of Agricultural and Bioresources Engineering, Department of Mechatronic Engineering, University of Nigeria, Nsukka
  • E. C. Nnadozie Department of Mechatronic Engineering, University of Nigeria, Nsukka
  • M. Odo Department of Mechatronic Engineering, University of Nigeria, Nsukka
  • U. Ezechi Department of Mechatronic Engineering, University of Nigeria, Nsukka
  • K. Okafor Imperial College, London UK
  • C. K. Chukwuma Department of Agricultural and Bioresources Engineering, University of Nigeria, Nsukka
  • T. K. Ukwueze Department of Agricultural and Bioresources Engineering, University of Nigeria, Nsukka

DOI:

https://doi.org/10.4314/njt.v43i1.17

Keywords:

Drone, Precision Agriculture, Quadcopter, Unmanned Arial Vehicle, Design of UAV, UAV, UAV Image Capture

Abstract

Unmanned aerial vehicle (UAV), also known as drone is one of the most interesting emerging technologies with a wide range of applications including agriculture, surveillance, security, search and rescue, mapping, farmland surveying, and wildlife conservation, among others. In Nigeria, UAV is gaining popularity in applications such as in social functions for taking both moving and static pictures, military and security, mapping and agriculture. In this work, an UAV was designed, some components produced  by 3D printing, coupled and tested with certain level of local content in view. The UAV  is a quadcopter equipped with a camera  for real-time image capture of farmlands and it can perform autonomous missions by using global positioning system (GPS) waypoints. The weight of the quadcopter was approximately calculated and hence the electrical and mechanical components selected using a standard empirical design table. The thrust to weight ratio was set at 2:1. Autodesk Maya and Inventor software were used to design the frame in two parts: the frame arms on which the propellers are mounted and the central connecting part that links the four arms. The arms are made up of aluminum square pipes while the central connecting part for the arms was printed with a 3D printer (200 x 200 x 200 Wanhao duplicator i3) using PolyEthylene Terephthalate Glycol (PETG) Filament material of 1.75mm standard gauge. Material selection was based on material strength, cost and availability. NCH Debut video and image capture software was used to record live feeds from the UAV onboard camera. Functionality tests for lift, stability, yaw, roll, pitch, loiter, auto landing, return to launch, flight time, altitude/signal, auto mission using GPS waypoints were carried out with the completed UAV on a less windy day to avoid the influence of wind. It was generally observed that the UAV successfully took off the ground, gained stability, flew to over 100m height, captured aerial photographs of the land below it while on flight at the required height and landed safely. Cost saving advantage of 45.28% was achieved when compared to imported equivalent types.

References

Yinka-Banjo, C., and Ajayi, O. “Sky Farmers: Applications of Unmanned Aerial Vehicle (UAV) in Agriculture”, 2019. 10.5772/intechop en.89488.

Wang, L., Huang, X., Li, W., Yan, K., Han, Y., Zhang, Y., Pawlowski, L., and Lan, Y. “Progress in Agricultural Unmanned Aerial Vehicles (UAVs) Applied in China and Prospects for Poland”, Agriculture. 2022; 12(3):397. https://doi.org/10.3390/agriculture1 2030397

Pawlak, K., and Kołodziejczak, M. “The Role of Agriculture in Ensuring Food Security in Developing Countries: Considerations in the Context of the Problem of Sustainable Food Production”, Sustainability. 2020; 12(13):548 8. https://doi.org/10.3390/su121354 88

Mozaffari, M., Saad, W., Bennis, M., Nam, Y.-H., and Debbah, M. “A tutorial on UAVs for wireless networks: Applications, challenges, and open problems”, IEEE Communications Surveys and Tutorials, vol. 21, no. 3, pp. 2334–2360, 2019.

Donmez, C., Villi, O., Berberoglu, S., and Cilek, A. “Computer vision-based citrus tree detection in a cultivated environment using UAV imagery”, Computers and Electronics in Agriculture, Volume 187, August 2021, 106273. doi:10.1016/j.compag.2021.106273

Deng, L., Mao, Z., Li, X., Hu, Z., Duan, F., and Yan, Y. “UAV-based multispectral remote sensing for precision agriculture: A comparison between different cameras”, ISPRS Journal of Photogrammetry and Remote Sensing, Volume 146, 2018

Eskandari, R., Mahdianpari, M., Mohammadi-manesh, F., Salehi, B., Brisco, B., and Homayouni, S. “Meta-analysis of Unmanned Aerial Vehicle (UAV) Imagery for Agro-environmental Monitoring Using Machine Learning and Statistical Models”, Remote Sens. 2020, 12, 3511. https://doi.org/10.3390/rs1221 3511

de Castro, A. I., Peña, J. M., Torres-Sánchez, J., Jiménez-Brenes, F. M., Valencia-Gredilla, F., Recasens, J., and López-Granados, F. “Mapping Cynodon Dactylon Infesting Cover Crops with an Automatic Decision Tree-OBIA Procedure and UAV Imagery for Precision Viticulture”, Remote Sens. 2020, 12, 56. https://doi.org/10.3390/rs12010056

El Bilali, H., and Allahyari, M. S. « Transition towards sustainability in agriculture and food systems: Role of information and communication technologies”, Inform Process Agric. 2018;5:456–64. https://doi.org/10.1016/ j.inpa.2018.06.006.

Pham, Q.-V., Fang, F., Ha, V. N., Piran, M. J., Le, M., Le, L. B., Hwang, W.-J., and Ding, Z. “A survey of multi-access edge computing in 5G and beyond: Fundamentals, technology integration, and state-of-the-art”, IEEE Access, vol. 8, pp. 116 974–117 017, 2020.

Nnadozie, E. C., Iloanusi, O. N., Ani, O. A., and Yu, K. “Detecting Cassava Plants under Different Field Conditions Using UAV-Based RGB Images and Deep Learning Models”, Remote Sens. 2023, 15, 2322. https:// doi.org/10.3390/rs15092322

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Published

2024-03-31

Issue

Section

Agricultural, Bioresources, Biomedical, Food, Environmental & Water Resources Engineering

How to Cite

DESIGN AND IMPLEMENTATION OF AN UNMANNED AERIAL VEHICLE (UAV) FOR IMAGE CAPTURE IN ENTERPRISE FARMING. (2024). Nigerian Journal of Technology, 43(1). https://doi.org/10.4314/njt.v43i1.17

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