Development of an Agricultural Robot for Strawberry Fruit Harvesting and Truss Pruning
Takuya Fujinaga
- Year
- 2024
- Citations
- 3
Abstract
This paper describes an agricultural robot for strawberry fruit harvesting and truss pruning. Although various agricultural robots were studied, most of them had single-function. The target fields for these were also a well-maintained environment in which they are relatively easy to introduce the agricultural robots, such as a plant factory. The field in which the developed robot in this study operates is a small-scale greenhouse, and this robot is a multifunctional rather than a single-function agricultural robot. This robot consists of the following: a crawler-type moving mechanism, a manipulator with 6 degrees of freedom, an end-effector capable of cutting and gripping, and an RGBD camera. In addition, to realize the functions of harvesting and pruning, a method of recognizing strawberry plants and detecting cutting points for both harvesting and pruning is implemented. Harvesting and pruning experiments was conducted at a strawberry greenhouse. This paper reports the results. For the results of the harvesting experiment, the harvesting time per fruit was approximately 20 seconds, and the success rate was 80%. For the results of the pruning experiment, the pruning time per truss was approximately 23 seconds, and the success rate was 80%. These experimental results demonstrate the effectiveness of the multifunctional agricultural robots.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002