Skip to main content

An Inspection Planning Method for Steam Generators with Triangular-Distributed Tubes

  • Conference paper
  • First Online:
Intelligent Robotics and Applications (ICIRA 2022)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 13457))

Included in the following conference series:

  • 2674 Accesses

Abstract

With the widespread use of nuclear power, steam generators have been widely used, and their periodic inspection is necessary to ensure reliable operation of steam generators. The planning of the steam generator heat transfer tube inspection robot, i.e., the autonomous operation planning of the robot so that it can inspect the heat transfer tube autonomously and without collision with the environment is a difficult research point for nuclear power plant maintenance robots. Based on the triangular distribution of tube plates, an inspection planning method is proposed in this paper, which includes two parts: task planning and path planning. Based on the distribution of the tube plate and the robot motion, the robot inspection methods are classified into three categories and an evaluation index is proposed for selecting the best planning scheme. Based on the planned robot base inspection positions, an improved A* algorithm is proposed in this paper for robot path planning. To verify the reliability of the proposed algorithm, five sets of experiments are conducted in this paper within a steam generator simulation. The experimental results show that the robot can complete the movement and inspection operations on the tube plate according to the planning results, ensuring full coverage inspection for a given heat transfer tube task. Moreover, after comparing the actual running time of the three planning methods, the robot corresponding to the algorithm proposed in this paper has the shortest running time and the highest working efficiency.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Rachkov, V.I., Kalyakin, S.G., Kukharchuk, O.F., Orlov, Y., Sorokin, A.P.: From the first nuclear power plant to fourth-generation nuclear power installations [on the 60th anniversary of the World’s First nuclear power plant]. Therm. Eng. 61(5), 327–336 (2014)

    Article  Google Scholar 

  2. International Atomic Energy Agency, Energy, Electricity and Nuclear Power Estimates for the Period up to 2050, Reference Data Series No. 1, IAEA, Vienna (2020)

    Google Scholar 

  3. Huan, H., Ding, W.J., Guo, H.B.: Analysis of key issues affecting the development of inland nuclear power in China. J. South China Univ. (Soc. Sci. Edn.). 20(3), 9–15 (2019)

    Google Scholar 

  4. Harrison, J.D., et al.: The use of dose quantities in radiological protection: ICRP publication 147 Ann ICRP 50(1) 2021. J. Radiol. Prot. 41(2), 410 (2021)

    Google Scholar 

  5. Gao, M.H., Han, Y.G., Lei, S.X., Yao, J.Y.: Measures for the operation and maintenance of steam generators in nuclear power plants. Pressure Vessel. 36(4), 74–78 (2019)

    Google Scholar 

  6. Bilbao, S.: World Nuclear Performance Report 2021 [R]

    Google Scholar 

  7. Yuchun, T., et al.: Overview of NDT technology development for in-service inspection of pressurized water reactor nuclear power plants. Nondestruct. Test. 31(12), 959–966 (2009)

    Google Scholar 

  8. Xu, B., Li, G., Zhang, K., Cai, H., Zhao, J., Fan, J.: Motion planning of a steam generator mobile tube inspection robot. Nucl. Eng. Technol. 54, 1374–1383 (2021)

    Article  Google Scholar 

  9. Lozano-Perez, T., Wesley, M.: An algorithm for planning collision-free paths among polyhedral obstacles. Commun. ACM 22(5), 436-450P (1979)

    Google Scholar 

  10. Hart, P.E., Nilsson, N.J., Raphael, B.: A Formal basis for the heuristic determination of minimum cost paths. IEEE Trans. Syst. Sci. Cybern. 4(2), 100–107 (1968)

    Article  Google Scholar 

  11. Guruji, A.K., Agarwal, H., Parsediya, D.K.: Time-efficient A* algorithm for robot path planning. Proc. Technol. 23, 144–149 (2016). ISSN 2212–0173

    Google Scholar 

  12. Chen, J., Xu, L., Chen, J., Liu, Q.: Improved A* and dynamic window method for mobile robot path planning. Comput. Integr. Manuf. Syst. 1–17 (2022)

    Google Scholar 

Download references

Acknowledgment

This work was supported by the National Key R&D Program of China (No. 2019YFB1312101), the National Natural Science Foundation of China (NO. U2013214), the Special funding support for the construction of innovative provinces in Hunan Province (2019GK1010), the Self-Planned Task (NO.SKLRS202001A03) of the State Key Laboratory of Robotics and System (HIT) and Special funding support for the construction of innovative provinces in Hunan Province (2019GK1010).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jizhuang Fan .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Xu, B. et al. (2022). An Inspection Planning Method for Steam Generators with Triangular-Distributed Tubes. In: Liu, H., et al. Intelligent Robotics and Applications. ICIRA 2022. Lecture Notes in Computer Science(), vol 13457. Springer, Cham. https://doi.org/10.1007/978-3-031-13835-5_52

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-13835-5_52

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-13834-8

  • Online ISBN: 978-3-031-13835-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics