Intelligent Sensor for Autonomous Cleaning in livestock building - A challenge in bio-environmental engineering J. S. Strøm 1 , G. Zhang 1 * and M. Blanke 2 1 Danish Institute of Agricultural Sciences, Research Centre Bygholm, Dept. of Agricultural Engineering, P.O.Box 536, 8700 Horsens, Denmark * Email of corresponding author: [email protected]2 Technical University of Denmark, Ørsted•DTU, DTU-Automation, building 326, 2800 Lyngby, Denmark Danish Institute of Agricultural Scienc Danish Institute of Agricultural Scienc Research Centre Bygholm Research Centre Bygholm
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I ntelligent S ensor for A utonomous C leaning in livestock building - A challenge in bio-environmental engineering J. S. Strøm 1, G. Zhang 1 * and M.
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Intelligent Sensor for Autonomous Cleaning in livestock building
- A challenge in bio-environmental engineering
J. S. Strøm1, G. Zhang1* and M. Blanke2
1 Danish Institute of Agricultural Sciences, Research Centre Bygholm, Dept. of Agricultural Engineering, P.O.Box 536, 8700
2 Technical University of Denmark, Ørsted•DTU, DTU-Automation, building 326, 2800 Lyngby, Denmark
Danish Institute of Agricultural SciencesDanish Institute of Agricultural SciencesResearch Centre BygholmResearch Centre Bygholm
BackgroundBackground
2 million m2 surface / week Manual cleaning
– Working environments
Automated cleaning– Results / water consumption
Challenges
Danish Institute of Agricultural SciencesDanish Institute of Agricultural SciencesResearch Centre BygholmResearch Centre Bygholm
vision and goalsvision and goals
To develop an intelligent sensor system that, combined with an autonomous cleaning system, will carry out the cleaning between batches in livestock buildings.
Danish Institute of Agricultural SciencesDanish Institute of Agricultural SciencesResearch Centre BygholmResearch Centre Bygholm
Research planResearch plan
WP 1: Requirements Capture WP 2: Unclean and clean surfaces and sensor
types assessment WP 3. Smart interpretation of sensor signals WP 4: Intelligence features and integration with
automatic cleaning equipment WP 5: Sensor system physical design,
construction and functionality WP 6: Dissemination of results
Danish Institute of Agricultural SciencesDanish Institute of Agricultural SciencesResearch Centre BygholmResearch Centre Bygholm
To provide background information, specify the success criteria and formulate the functional requirements to an intelligent sensor for autonomous cleaning, including:
Characteristics of residue Requirements - the robot-sensor interface
Quality attributes of remote sensing operation Requirements - operator and robot interface
Danish Institute of Agricultural SciencesDanish Institute of Agricultural SciencesResearch Centre BygholmResearch Centre Bygholm
WP 2: Unclean and clean surfaces WP 2: Unclean and clean surfaces and sensor types assessmentand sensor types assessment
To provide knowledge about fouling materials and appropriate sensor technology as a basis for selection of the most promising sensor technology
Evaluation of sensor techniques Distinguish between clean and fouled
surfaces Surface requirements to give reliable
information
Danish Institute of Agricultural SciencesDanish Institute of Agricultural SciencesResearch Centre BygholmResearch Centre Bygholm
WP 3. Smart interpretation of WP 3. Smart interpretation of sensor signalssensor signals
Evaluation of cleanliness under varying conditions
Training, estimation, and validation of an automated classifier/grader