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Development and Verification of the Automated Cow-Feeding System Driven by AGV

무인이송로봇기반 자동 소사료 공급 시스템 개발 및 검증

  • Ahn, Sung-Su (Machinery & Robot Research Division, Daegu Mechatronics & Materials Institute) ;
  • Lee, Yong-Chan (School of Electronics Engineering, Kyungpook National University) ;
  • Yoo, Ji-Hun (School of Electronics Engineering, Kyungpook National University) ;
  • Lee, Yun-Jung (School of Electronics Engineering, Kyungpook National University)
  • 안성수 (대구기계부품연구원 기계로봇연구본부) ;
  • 이용찬 (경북대학교 전자공학부) ;
  • 유지훈 (경북대학교 전자공학부) ;
  • 이연정 (경북대학교 전자공학부)
  • Received : 2016.11.15
  • Accepted : 2017.03.10
  • Published : 2017.03.31

Abstract

This paper presents an automated cow-feeding system based on an AGV and screw conveyor for domestic livestock farms, which are becoming larger and more commercialized. The system includes a hopper module for loading pellet-type mixed feed at the top of the system, a transfer module mounted with a screw conveyor to transfer feed from the hopper module to the outlet module, an outlet module composed of belt conveyors, and an electromagnetic guided driving-type AGV. The weight of the loaded feed is measured by a load cell located under the transfer module. The system reads the feed discharge information stored in RFID tags installed in each cowshed cell, and a predetermined amount of feed is discharged while the AGV is moving. A cow-feed test system was constructed to determine the design parameters of the screw conveyor in the transfer module that determine the feeding capacity. These parameters include the screw's outer diameter, the screw shaft outer diameter, and screw pitch. The parameters were applied to the finalized cow-feed system construction. A DSP-based main controller and cow-feeding algorithm for different scenarios were also developed to control the system. Experimental results confirmed that the system could supply a total of 21 kg of feed uniformly at 420 g/s for a cowshed cell which has 7 cows. The driving distance was 5 m and the speed was 0.1 m/s. Thus, the proposed system could be applied to standardized domestic livestock farms.

본 논문에서는 대형화되고 기업화되어가고 있는 국내 축산농가를 위한 AGV와 스크류컨베이어 기반의 자동 소사료 공급시스템에 대해 소개한다. 제안된 자동 소사료 공급시스템은 최상단에 펠렛형 혼합 사료가 적재되는 호퍼부, 호퍼부에서 펠렛형 혼합사료를 배출부로 이송시키는 스크류컨베이어를 장착한 이송부, 벨트컨베이어로 구성된 배출부 및 시스템 이동을 위한 전자 유도선 주행방식의 AGV로 구성되어있다. 적재된 사료 무게는 이송부의 하부에 위치한 로드셀에 의해 측정된다. 개별 우사 셀에 설치되는 RFID TAG에 미리 저장된 사료 배출정보를 시스템이 읽어 정해진 양만큼의 사료를 시스템이 주행하면서 배출하게된다. 공급 배출 테스트시스템을 제작하여 사료의 공급 능력을 결정짓는 사료 이송부의 스크류 외경, 스크류 샤프트 외경, 스크류 피치 간격 등을 포함하는 스크류컨베이어 설계인자 도출을 하였으며 도출된 설계인자들을 최종 공급시스템 제작 시에 적용하였다. 사료 급이시스템을 제어하기 위해 DSP기반의 주제어기 및 공급시나리오에 따른 급이알고리듬도 함께 개발되었다. 실험을 통해 국내 우사에 사료공급조건을 만족시키기 위해 설정된 목표인 5 m의 거리를 0.1 m/sec의 속도로 주행하면서 7 마리가 수용되는 한 개의 우사에 필요한 총 21 kg의 사료를 초당 420 g으로 균일하게 공급이 가능함을 확인하여 개발된 축우용 무인사료공급시스템이 규격화된 국내 축산농가에 적용될 수 있는 가능성을 확인하였다.

Keywords

References

  1. D. W. Lee, D. Y. Choi, H. T. Kim, W. H. Kim, D. J. Kwon, J. D. Han, "Development of a Robotics Milking Cluster System", Journal of Animal Environmental Science, vol. 6, no. 2, pp. 113-119, Aug. 2000.
  2. W. Kim, D. J. Kwon, K. W. Seo, D. W. Lee, "3D Image Processing System for an Robotic Milking System", Journal of Animal Environmental Science, vol. 8, no. 3, pp. 165-170, 2002.
  3. W. Kim, D. W. Lee, "Development of Teat-cups Attachment Module for Robot Milking System", Journal of Biosystems Engineering, vol. 30, no. 3, pp. 179-184, 2005. DOI: https://doi.org/10.5307/JBE.2005.30.3.179
  4. K. J. Shin, "Design of Driving Control Unit and Milking Robot Manipulator", Journal of The Institute of Electronics and Information Engineers, vol. 51, no. 9, pp. 2124-2133, 2014. DOI: https://doi.org/10.5573/ieie.2014.51.9.238
  5. H. J. Kim, B. K. Yu, J. T. Hong, K. H. Choi, J. S. Yu, Y. S. Hong, Y. S. Ha, "A Study on Total Mixed Ration Feeding System for Feeding Pigs(1)", Journal of Biosystems Engineering, vol. 38, no. 4, pp. 295-305, 2013. DOI: https://doi.org/10.5307/JBE.2013.38.4.295
  6. C. Klomp, W. Jongkind, G. Honderd, J. Dessing, R. Paliwoda, "Development of an Autonomous Cow-Milking Robot Control System", IEEE Control Systems Magazine, vol. 10, no. 6, pp. 11-19, 1990. DOI: https://doi.org/10.1109/37.60446
  7. S. Devir, H. Hogeveen, P. H. Hogewerf, A. H. Ipema, C. C. Ketelaar-de Lauwere, W. Rossing, A. C. Smits, J. Stefanowska. "Design and implementation of a system for automatic milking and feeding", Canadian Agricultural Engineering, vol. 38, no. 2, pp. 107-113, 1996.
  8. N. A. Andersen, I. D. Bratihwaite, M. Blanke, T. Sorensen, "Combining a Novel Computer Vision Sensor with a Cleaning Robot to Achieve Autonomous Pig House Cleaning", Proc. of the 44th IEEE Conference on Decision and Control and the European Control Conference, pp. 8331-8336, Seville, Spain, Dec. 2005. DOI: https://doi.org/10.1109/CDC.2005.1583511
  9. B. Greenaway, "Robots run amuck [Automation Farming]", IEEE Engineering & Technology, vol. 5, no. 3, pp. 36-40, 2010. DOI: https://doi.org/10.1049/et.2010.0308
  10. H. Durmus, E. O. Gunes, M. Kirci, B. B. Ustundag, "The design of general purpose autonomous agricultural mobile-robot: AGROBOT", Proc. of 2015 4th International Conference on Agro-Geoinformatics, pp. 20-24, Istanbul, Turkey, July 2015. DOI: https://doi.org/10.1109/agro-geoinformatics.2015.7248088
  11. Korea Energy Agency, 2009, Screw Conveyor. Available at: http://www.kemco.or.kr/iecenter/net/qna_list.asp
  12. S. S. Ahn, Y. U. Kim, C. W. Nam, Y. J. Lee. "Development of the Autonomous Cow-Feeding System Based on Mobile Robot", Proc. of ICROS 2016 Conference. vol. 1, pp. 90-92, Mar. 2016.
  13. S. S. Ahn, B. S. Kim, Y. U. Kim, S. H. Choi, Y. J. Lee, "Structural Analysis for Suspension Module of The Cow-Feeding System Driven by Unmanned Vehicle", Proc. of KSPE 2016 Spring Conference. vol. 5, pp. 174, May 2016.
  14. J. H. Yoo, Y. C. Lee, Y. J. Lee, "Development of the intelligent unmanned feeding robot controller for livestock industry automation", Proc. of ICROS 2016 Conference. vol. 1, pp. 351-352, Mar. 2016