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Study on Real-Work NOx Emission Characteristics according to Load Factor of Excavator

굴착기의 부하율에 따른 실작업 질소산화물 배출 특성 연구

  • Dal Ho Shin (Department of Mechanical Engineering, Konkuk University) ;
  • Yun Seo Park (National Air Emission Inventory and Research Center) ;
  • Chul Yoo (National Air Emission Inventory and Research Center) ;
  • Suhan Park (School of Mechanical and Aerospace Engineering, Konkuk University)
  • Received : 2023.08.10
  • Accepted : 2023.08.18
  • Published : 2023.09.01

Abstract

The purpose of this study was to investigate and compare the impact of engine load on the emission characteristics of excavator engines, with the aim of improving the method for calculating the emission inventory of construction machinery. The engine load in excavators is directly correlated with the operational workload, and variations in the load factor (LF) can significantly influence the emission inventory. Thus, on-board diagnostic (OBD) data from an excavator at a construction site were systematically collected to measure engine output and emissions. The results revealed discernible differences in emissions based on engine load, even when the average excavator engine performance remained constant. This highlights the significant influence of the type and characteristics of the work being carried out on emission characteristics. Making realistic adjustments to the LF used in emission calculation formulas emerges as a crucial strategy for environmental improvement. Moreover, the analysis of the effects of engine load on emissions from excavators provides valuable insights for enhancing environmental protection measures.

Keywords

Acknowledgement

이 연구는 2022년 환경부 국가미세먼지정보센터의 용역과제 '농업기계 및 건설기계 배출량 산정방법 개선(II)' 연구와 한국연구재단 중견연구후속지원사업(RS-2023-00208502)의 지원을 받아 수행되었음을 밝힙니다.

References

  1. R. Biesbroek, K. Bowen, and J. Lawrence, "Climate Change 2022: Impacts, Adaptation and Vulnerability", 2022.
  2. A. Montazeri, A. J. Lilienthal, and J. D. Albertson, "A spatial land use clustering framework for investigating the role of land use in mediating the effect of meteorology on urban air quality," Atmospheric Environment: X, vol.12, 100126, 2021.
  3. S. E. Lee, T. J. Ki, Y. J. Ki, R. G. Li, and W. S. Kim, "Analysis of Engine Load Factor for Agricultural Cultivator during Plow and Rotary Tillage Operation" Journal of Drive and Control, vol.20, no.2, pp.31-39, 2023. https://doi.org/10.7839/KSFC.2023.20.2.031
  4. J. P. Cha, Y. S. Yu, D. Lee, and M. S. Chon, "RDE Characteristics of Euro 6 Light Duty Diesel Vehicles Regarding to Driving Conditions," Journal of ILASS-Korea, vol.22, no.4, pp.218-224, 2017.
  5. W. Y. Chung, J. Y. Ko, C. L. Myung, S. J. Kwon, Y. H. Seo, and S. S. Park, "Effect of weight increment on PN emission from a GDI vehicle over RDE(Real Driving Emission)," The Korean Society of Mechanical Engineers, pp.35-37, 2017.
  6. J. P. Cha, S. I. Jo, H. J. Kim, S. I. Kwon, J. H. Keel, J. T. Lee and S. H. Park, "Study on the Improvement of Test Route for Real Driving Emissions Test of Ultra-Heavy-Duty Vehicle," Transaction of the Korean Society of Automotive Engineers, vol.29, no.8, pp.789-796, 2021. https://doi.org/10.7467/KSAE.2021.29.8.789
  7. S. Abolhasani, H. C. Frey, K. Kim, W. Rasdorf, P. Lewis, and S. H. Pang, "Real-world in-use activity, fuel use, and emissions for nonroad construction vehicles: A case study for excavators," Journal of the Air and Waste Management Association, vol.58, no.8, pp.1033-1046, 2008.
  8. X. Li, L. Yang, Y. Liu, C. Zhang, X. Xu, H. Mao and T. Jin "Emissions of air pollutants from non-road construction machinery in Beijing from 2015 to 2019," Environmental Pollution, vol.317, 2023.
  9. J. Chen, Y. Li, Z. Meng, X. Feng, J. Wang, H. Zhou, J. Li, J. Shi, Q. Chen, H. Shi and S. Wang "Study on Emission Characteristics and Emission Reduction Effect for Construction Machinery under Actual Operating Conditions Using a Portable Emission Measurement System (Pems)," International Journal of Environmental Research and Public Health, vol.19, no.15, 2022.
  10. C. D. Desouza, D. J. Marsh, S. D. Beevers, N. Molden, and D. C. Green, "Real-world emissions from non-road mobile machinery in London," Atmospheric Environment, vol.223, 2020.
  11. Z. Peng, Y. Ge, J. Tan, M. Fu, X. Wang, M. Chen, Y. Ru and Y. Wu "Real-world emission from in-use construction equipment in China," Aerosol and Air Quality Research, vol.16, no.8, pp.1893-1902, 2016. https://doi.org/10.4209/aaqr.2015.09.0534
  12. National Air Emission Inventory and Research Center, "National Air Pollutant Emission Inventory," 2019.
  13. I. R. Chung, J. C. Kim, J. H. You, S. H. Hwang, C. S. Lim, H. Y. Lee, J. M. Kim, Y. C. Han and B. Y. Song, Motor Vehicle Emission Research Laboratory, "A study on the reduction of pollutant Emission by diesel engine" 1997.
  14. T. Cao, T. D. Durbin, R. L. Russell, D. R. Cocker, G. Scora, H. Maldonado and K. C. Johnson, "Evaluations of in-use emission factors from off-road construction equipment," Atmospheric Environment, vol.147, pp.234-245, 2016. https://doi.org/10.1016/j.atmosenv.2016.09.042
  15. California Air Resources Board [CARB], "Appendix D: OSM and Summary of Off-road Emissions Inventory Update", 2011
  16. R. Giannelli, C. Fulper, C. Hart and D. Hawkins, "In-use emissions from non-road equipment for EPA emissions inventory modeling (MOVES)" SAE International Journal of Commercial Vehicles, vol.3, no.1 pp. 181-194, 2010. https://doi.org/10.4271/2010-01-1952
  17. S. Y. Baek, S. M. Baek, H. H. Jeon, J. H. Lee, W. S. Kim, Y. J. Kim, "Design Verification of an E-driving System of a 44 kW-class Electric Tractor using Agricultural Workload Data," Journal of Drive and Control, Vol.19, No.4, pp.36-45, 2022.
  18. J. H. Cho, S. J. Na, M. S. Kim, M. K. Park, "Development of an Unmanned Test System Based on Forklift for Mast Operation Durability," Journal of Drive and Control, Vol.19, No.4, pp.70-76, 2022.
  19. D. J. Kim, J. T. Chung, C. S. Lee, C. H. Song, "Transfer Force and Contribution Analysis of Cone Crusher," Journal of Drive and Control, Vol.19, No.4, pp.77-84, 2022. https://doi.org/10.7839/KSFC.2022.19.4.077
  20. J. H. Lee, H. H. Jeon, S. Y. Baek, S. M. Baek, W. S. Kim, Md. Abu Ayub Siddique, Y. J. Kim, "Analysis of Emissions of Agricultural Tractor according to Engine Load Factor during Tillage Operation," Journal of Drive and Control, Vol.19, No.4, pp.54-61, 2022. https://doi.org/10.7839/KSFC.2022.19.4.054
  21. H. H. Jeon, S. M. Baek, S. Y. Baek, Y. S. Hong, T. J. Kim, Y. Choi, Y. K. Kim, S. H. Lee, Y. J. Kim, "Development and Validation of Simulation Model for Traction Power and Driving Torque Prediction of Upland Multipurpose Platform," Journal of Drive and Control, Vol.20, No.1, pp.16-26, 2023. https://doi.org/10.7839/KSFC.2023.20.1.016
  22. G. H, Kim, H. H. Hwang, B. C. Jeong, C. S. Park, B. Y. Kim and D. W. Kang, "A study on the development of Electric Excavator Communication System based on SAE J1939 protocol," The Korean Society Of Automotive Engineers, p. 1200, 2021.
  23. Official Journal of the European Union, "COMMISSION DELEGATED REGULATION (EU) 2017/655 of 19 December 2016", 2016
  24. Ministry of Land, Infrastructure and Transport, "Report on Major Statistics of Construction Machinery", 2022.
  25. Korea Research Institute for Human Settlements, "Improvement of Supply and Demand Control Policy for Construction Machinery", 2016.