DOI QR코드

DOI QR Code

Design of an Autonomous Firefighting Robot System for Early Fire Suppression

초기 화재 진압을 위한 자율주행 소방 로봇 시스템 설계

  • Hyo Min Kim (Electronic Engineering, University of Suwon) ;
  • Jeong Yong Kim (Electronic Engineering, University of Suwon) ;
  • Seong Jun Mun (Autonomous Robotics Engineering, Kyungil University) ;
  • A-hyeon Lee (Electronic Engineering, University of Suwon) ;
  • Chang Su Lee (Electronic Engineering, University of Suwon)
  • 김효민 ;
  • 김정용 ;
  • 문성준 ;
  • 이아현 ;
  • 이창수
  • Received : 2024.05.01
  • Accepted : 2024.07.16
  • Published : 2024.08.30

Abstract

The initial suppression of fires is critical to protecting human and material resources. In response to this, fire prevention and suppression systems using artificial intelligence and robot technology have recently been studied. In particular, an autonomous driving system that detects a fire using CNN is attracting attention. These systems respond quickly in the event of a fire, enabling initial fire suppression. However, since the conventional system is not equipped with a fire suppression function, direct intervention of firefighters is required. (1) To overcome these limitations, we propose an autonomous fire detection robot system equipped with a fire suppression function ROS-based firefighting system called 'ADEFS' (Autonomous-Detect & Extinguish-Fire Service). (2) The system performs three tasks to detect and extinguish. Tasks are to run the Ros-based SLAM Navigation, YOLO-CNN, and Four-degree freedom manipulator connected to the fire extinguishing pump. (3) Through this, early response in the event of a fire can minimize damage to life and property and can reduce labor costs, which can also be expected to reduce costs for companies.

Keywords

References

  1. J. W. Jung, "National Fire Agency Statistical Yearbook in 2020," [Online], https://www.nfa.go.kr/nfa/releaseinfor mation/statisticalinformation/main/?boardId=bbs_0000000000000019&mode=view&cntId=28&category=&pageIdx=3&searchCondition=all&searchKeyword=, Accessed: Jul. 09, 2020. 
  2. B. Woo and H. K. Kim, "Regression Analysis of Delay in Fire Mobilization: Focused on Busan Metropolitan City," Journal of Korean Society of Transportation, vol. 40, no. 1, pp. 99-110, Feb., 2022, DOI: 10.7470/jkst.2022.40.1.099. 
  3. M. Lee, "Newly Built Apartment in Seongnam Flooded... Outrage over the Response of the Management Office and the Construction Company," Gyeonggi Ilbo, [Online], https://v.daum.net/v/20230620184424183, Accessed: Jun. 20, 2023. 
  4. H. Kim and Y. Choi, "Development of a ROS-Based Autonomous Driving Robot for Underground Mines and Its Waypoint Navigation Experiments," Tunnel and Underground Space, vol. 32, no. 3, pp. 231-242, Jun., 2022, DOI: 10.7474/TUS.2022.32.3.231. 
  5. S. Cho, H. Jang, S. Gil, H. Park, T. Oh, and S. Lee, "Implementation of Fire Detection System based on Deep Learning for Autonomous Patrol Robot," KICS, pp. 382-383, Jun., 2023, [Online], https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE11487079. 
  6. D.-S. Oh, K.-B Lee, and S.G. Hong, "Firefighting Equipment Object Detection for Firefighting Inspection based on YOLOv4," Korean Institute of Information Scientists and Engineers, pp. 512-514, Dec., 2021, [Online], https://dbpia.co.kr/journal/articleDetail?nodeId=NODE11035759. 
  7. J. Sun, J. Zhao, X. Hu, H. Gao, and J. Yu, "Autonomous Navigation System of Indoor Mobile Robots Using 2D Lidar," Mathematics, vol. 11, no. 6, pp. 1455, Mar., 2023, DOI: 10.3390/math11061455. 
  8. K.-M. Lee, H. Song, J. Kim, and C.-H. Lin, "Balanced Performance for Efficient Small Object Detection Using YOLOv3-tiny," 2018 Korean Inst. of Broadcast and Media Eng. FallConf., pp. 117-118, Nov., 2018, [Online], https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE07560230. 
  9. A. Dwijotomo, M. A. Abdul Rahman, M. H. Mohammed Ariff, H. Zamzuri, and W. M. H. Wan Azree, "Cartographer SLAM Method for Optimization with an Adaptive MultiDistance Scan Scheduler," Applied Sciences, vol. 10, no. 1, pp. 347, Jan., 2020, DOI: 10.3390/app10010347. 
  10. H. S. Yoon and T.-H. Park, "Path Planning for Autonomous Mobile Robots by Modified Global DWA," Trans. Korean Inst. of Elect. Eng., vol. 60, no.2, pp. 389-397, Feb., 2011, DOI: 10.5370/KIEE.2011.60.2.389. 
  11. H.-S. Choi, J.-R. Jo, M.-M. Woo, J.-M. Seo, Y.-D. Ju, and J.-S. Kang, "Design Study on Waterproof 4-axis Manipulator," Journal of Ocean Engineering and Technology, vol. 27, no. 2, pp. 100-106, Apr., 2013, DOI: 0.5574/KSOE.2013.27.2.100.  https://doi.org/10.5574/KSOE.2013.27.2.100
  12. G.-S. Huang, C.-K. Tung, H.-C. Lin, and S.-H. Hsiao, "Inverse kinematics analysis trajectory planning for a robot arm," 2011 8th Asian Control Conference (ASCC), Kaohsiung, Taiwan, pp. 965-970, 2011, [Online], https://ieeexplore.ieee.org/document/5899203. 
  13. J. Seo and J. Lee, "Object-Based Visual Servoing for Autonomous Mobile Manipulators," International Journal of Humanoid Robotics, vol. 11, no. 3, 2014, DOI: 10.1142/S021984361450025X. 
  14. M.-J. Jin, "Korea sets 2024 minimum hourly wage at 9,860 won," Korea JoongAng Daily, [Online], https://koreajoongangdaily.joins.com/2023/07/19/business/economy/korea-minimum-wage-inflation/20230719174029169.html, Accessed: Jul. 19, 2023. 
  15. H. Park, "Method for Spatial Detection in Smoke Using LiDAR Sensor," KR102069094B1, Jan. 22, 2020, [Online], https://patents.google.com/patent/KR102069094B1/en?oq=KR102069094B.