Location of natural gas leakage sources on offshore platform by a multi-robot system using particle swarm optimization algorithm

Journal of Natural Gas Science and Engineering - Tập 84 - Trang 103636 - 2020
Tao Ma1, Shuhai Liu2,3, Huaping Xiao2,3
1College of Mechanical and Transportation Engineering, China University of Petroleum (Beijing), Beijing 102249, China
2College of Mechanical and Transportation Engineering, China University of Petroleum-Beijing, Beijing 102249, China
3Laboratory of Petroleum and Petrochemical Robot, China University of Petroleum-Beijing, Beijing, 102249, China

Tài liệu tham khảo

Almeida, 2020, Major accident prevention illustrated by hydrocarbon leak case studies: a comparison between Brazilian and Norwegian offshore functional petroleum safety regulatory approaches, Saf. Sci., 121, 652, 10.1016/j.ssci.2019.08.028 Bao, 2020, Signal denoising method for modal analysis of an offshore platform, J. Loss Prev. Process. Ind., 63, 10400, 10.1016/j.jlp.2019.104000 Chen, 2019, Odor source localization algorithms on mobile robots: a review and future outlook, Robot. Autonom. Syst., 112, 123, 10.1016/j.robot.2018.11.014 Consi, 1994, Auv guidance with chemical signals, 450 Das, 2016, A hybridization of an improved particle swarm optimization and gravitational search algorithm for multi-robot path planning, Swarm. Evol. Comput., 28, 14, 10.1016/j.swevo.2015.10.011 Eberhart, 2001, Particle swarm optimization: developments, applications and resources, vol. 1, 81 Farrel, 2003, vol. 2, 962 Feng, 2018, Locating time-varying contaminant sources in 3D indoor environments with three typical ventilation systems using a multi-robot active olfaction method, Build. Simul., 11, 597, 10.1007/s12273-017-0424-6 Feng, 2020, An experimental and numerical study on a multi-robot source localization method independent of airflow information in dynamic indoor environments, Sustain. Cities Soc., 53, 101897, 10.1016/j.scs.2019.101897 Hayes, 2002, Distributed odor source localization, IEEE Sensor. J., 2, 260, 10.1109/JSEN.2002.800682 Jain, 2019, Multiple odor source localization using diverse-PSO and group-based strategies in an unknown environment, J. Comput. Sci., 34, 33, 10.1016/j.jocs.2019.04.008 Khalili, 2013, A bio-inspired cooperative algorithm for distributed source localization with mobile nodes, 3515 Kim, 2016, Methods for determining the optimal arrangement of water deluge systems on offshore installations, Ocean Eng., 114, 236, 10.1016/j.oceaneng.2016.01.010 Kuwana, 1996, Synthesis of pheromone-oriented emergent behavior of a silkworm moth, vol. 3, 1722 Li, 2007, An iterative fuzzy segmentation algorithm for recognizing an odor source in near shore ocean environments. 2007 International Symposium on Computational Intelligence in Robotics and Automation, Jacksonv. IEEE, 101 Lilienthal, 2003, 150 Liu, 2018, Experimental study on new leak location methods for natural gas pipelines based on dynamic pressure waves, J. Nat. Gas Sci. Eng., 54, 83, 10.1016/j.jngse.2018.03.023 Loutfi, 2004, Putting olfaction into action: using an electronic nose on a multi-sensing mobile robot. 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Sendai, IEEE, 1, 337 Lytridis, 2006, 809 Marangoz, 2019, More scalable solution for multi-robot–multi-target assignment problem, Robot. Autonom. Syst., 113, 175, 10.1016/j.robot.2019.01.005 Marjovi, 2011, Multi-robot olfactory search in structured environments, Robot. Autonom. Syst., 59, 867, 10.1016/j.robot.2011.07.010 Marjovi, 2013, Swarm robotic plume tracking for intermittent and time-variant odor dispersion, 379 Marjovi, 2014, Optimal swarm formation for odor plume finding, IEEE Trans. Cybernet., 44, 2302, 10.1109/TCYB.2014.2306291 Meng, 2006, Mobile robots odor localization with an improved ant colony algorithm, 959 Meng, 2012, Adapting an ant colony metaphor for multi-robot chemical plume tracing, Sensors, 12, 4737, 10.3390/s120404737 Olsen, 2015, Exploring relationships between organizational factors and hydrocarbon leaks on offshore platform, Saf. Sci., 80, 301, 10.1016/j.ssci.2015.07.023 Reeder, 1980, Chemotaxis in the Florida spiny lobster, panulirus argus, Anim. Behav., 28, 831, 10.1016/S0003-3472(80)80143-6 Richart, 2016, A CFD-based approach for gas detectors allocation, J. Loss Prev. Process. Ind., 44, 633, 10.1016/j.jlp.2016.03.004 Rozas, 1991, Artificial smell detection for robotic navigation, 1730 Seo, 2013, A methodology for determining efficient gas detector locations on offshore installations, Ships Offshore Struct., 8, 524, 10.1080/17445302.2012.713219 Shallcross, 2013, Using concept maps to assess learning of safety case studies–The Piper Alpha disaster, Educ. Chem. Eng., 8, e1, 10.1016/j.ece.2013.02.001 Shukla, 2016, A plication of robotics in onshore oil and gas industry-A review partⅠ, Robot. Autonom. Syst., 75, 490, 10.1016/j.robot.2015.09.012 Tirabassi, 2009, Some characteristics of a plume from a point source based on analytical solution of the two-dimensional advection–diffusion equation, Atmos. Environ., 43, 2221, 10.1016/j.atmosenv.2009.01.020 Villarreal, 2016, Synthesis of odor tracking algorithms with genetic programming, Neurocomputing, 175, 1019, 10.1016/j.neucom.2015.09.108 Wang, 2016, 1496 Wei, 2016, An integral equation approach to the unsteady convection–diffusion equations, Appl. Math. Comput., 274, 55, 10.1016/j.amc.2015.10.084 Wiedemann, 2018, Multi-agent exploration of spatial dynamical processes under sparsity constraints, Aut. Agents Multi-Agent Syst., 32, 134, 10.1007/s10458-017-9375-7 Wiedemann, 2019, Model-based gas source localization strategy for a cooperative multi-robot system—a probabilistic approach and experimental validation incorporating physical knowledge and model uncertainties, Robot. Autonom. Syst., 118, 66, 10.1016/j.robot.2019.03.014 Yang, 2019, Experimental study on three single-robot active olfaction algorithms for locating contaminant sources in indoor environments with no strong air flow, Build. Environ., 155, 320, 10.1016/j.buildenv.2019.03.043 Yang, 2019, Use of evidential reasoning for eliciting bayesian subjective probabilities in human reliability analysis: a maritime case, Ocean Eng., 186, 106095, 10.1016/j.oceaneng.2019.05.077 Zhou, 2019, A stochastic programming approach for the optimization of gas detector placement in offshore platforms, Ocean Eng., 187, 106233, 10.1016/j.oceaneng.2019.106223 Zou, 2008, A modified ant colony algorithm used for multi-robot odor source localization, vol. 5227, 502 Zou, 2009, Swarm robotic odor source localization using ant colony algorithm, 792