Concept of a Sensor Test Environment for Dusty Agricultural Conditions

📅 2026-09-03
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🤖 AI Summary
为解决农业环境中灰尘对自主农业机械传感器和算法的影响,设计了一个包括室内外区域的测试环境,以实现可重复的数据记录。
📝 Abstract
Dust in agriculture presents a significant challenge for autonomous agricultural machinery. Dust can impair the performance of sensors and algorithms. This work, therefore, presents a concept for a proving ground consisting of an indoor and outdoor area. The indoor area comprises a laboratory test bench where dust circulates in a closed system and a test hall where life-size objects can be placed. The outdoor area features dedicated test setups that enable reproducible data to be recorded with and without dust during real-world agriculture work. The proving ground and the setups are visualized in 3D.
Problem

Research questions and friction points this paper is trying to address.

Dust
Agriculture
Autonomous machinery
Sensors
Algorithms
Innovation

Methods, ideas, or system contributions that make the work stand out.

sensor test environment
dusty agricultural conditions
proving ground
reproducible data
3D visualization
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Peter Buckel
Technical University of Munich, Chair of Agrimechatronics and Munich Institute of Robotics and Machine Intelligence (MIRMI), 85354 Freising, Bavaria, Germany
J
Johannes Hermann
Baden-Wuerttemberg Cooperative State University (DHBW) Ravensburg, 88045 Friedrichshafen, Baden-Wuerttemberg, Germany
J
Jonas Wollmann
Baden-Wuerttemberg Cooperative State University (DHBW) Ravensburg, 88045 Friedrichshafen, Baden-Wuerttemberg, Germany
T
Thomas Dietmueller
Baden-Wuerttemberg Cooperative State University (DHBW) Ravensburg, 88045 Friedrichshafen, Baden-Wuerttemberg, Germany
Timo Oksanen
Timo Oksanen
Technical University of Munchen (TUM)
automationcontrol engineeringroboticsmechatronicstractors