Towards Long-Distance Inspection for In-pipe Robots in Water Distribution Systems with Smart Navigation

Incident in water distribution systems (WDS) cause water loss and water contamination that requires the utility managers to assess the condition of pipelines in a timely manner. However, pipelines are long and access to all parts of it is a challenging task; current in-pipe robots have the limitations of short-distance inspection and inability to operate in-service networks. In this work, we improve the design of our previously developed in-pipe robot and analyze the effect of line pressure and relative velocity on the robot during operation with computational fluid dynamics (CFD) simulations. An extreme scenario for robot operation is defined and we estimate the minimum inspection distance for the robot with one turn of battery charge that is 5400m. A multiphase motion controller is proposed that ensures reliable motion at straight and non-straight configurations of pipeline and also stabilized configuration with zero velocity at junctions. We also propose a localization and navigation method based on particle filtering and combine it with the proposed multi-phase motion controller. In this method, the map of the operation is provided to the robot and the robot localizes itself based on the map and the particle filtering method. Furthermore, the robot navigates different configurations of pipelines by switching between different phases of the motion controller algorithm that is performed by the particle filter algorithm. The experiment and simulation results show that the robot along with the navigation shows a promising solution towards long-distance inspection of pipelines by in-pipe robots.

[1]  Wan Wardatul Amani Wan Salim,et al.  Self-powered mobile sensor for in-pipe potable water quality monitoring , 2013 .

[2]  Qingyou Liu,et al.  Driving Mechanisms, Motion, and Mechanics of Screw Drive In-Pipe Robots: A Review , 2019 .

[3]  Jens T. Thielemann,et al.  Pipeline landmark detection for autonomous robot navigation using time-of-flight imagery , 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

[4]  GUIDELINES FOR HUMAN SETTLEMENT PLANNING AND DESIGN , 2009 .

[5]  You Wu,et al.  A Practical Minimalism Approach to In-pipe Robot Localization , 2019, 2019 American Control Conference (ACC).

[6]  Han-Pang Huang,et al.  Development and Fuzzy Control of a Pipe Inspection Robot , 2010, IEEE Transactions on Industrial Electronics.

[7]  Shugen Ma,et al.  Pathway selection mechanism of a screw drive in-pipe robot in T-branches , 2012, 2012 IEEE International Conference on Automation Science and Engineering (CASE).

[8]  Yanhui Wang,et al.  Development of a Two-Wheel Steering Unmanned Bicycle: Simulation and Experimental Study* , 2020, 2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM).

[9]  P. Martikainen,et al.  Occurrence of nitrifying bacteria and nitrification in Finnish drinking water distribution systems. , 2002, Water research.

[10]  Amy L Vickers The Future of Water Conservation: Challenges Ahead , 1999 .

[11]  Sangtae Kim,et al.  Robust transition control of underactuated two-wheeled self-balancing vehicle with semi-online dynamic trajectory planning , 2020 .

[12]  Barry Lennox,et al.  Elbow Detection in Pipes for Autonomous Navigation of Inspection Robots , 2019, J. Intell. Robotic Syst..

[13]  Jian Huang,et al.  Sliding-Mode Velocity Control of Mobile-Wheeled Inverted-Pendulum Systems , 2010, IEEE Transactions on Robotics.

[14]  Richard Fletcher,et al.  SmartBall™: A New Approach in Pipeline Leak Detection , 2008 .

[15]  Hyouk Ryeol Choi,et al.  Landmark detection of in-pipe working robot using line-laser beam projection , 2010, ICCAS 2010.

[16]  N. Gordon,et al.  Novel approach to nonlinear/non-Gaussian Bayesian state estimation , 1993 .

[17]  Roozbeh Jafari,et al.  Design, Characterization, and Control of a Size Adaptable In-pipe Robot for Water Distribution Systems , 2020, 2021 22nd IEEE International Conference on Industrial Technology (ICIT).

[18]  Arun D. Mahindrakar,et al.  Control of a Class of Underactuated Mechanical Systems Using Sliding Modes , 2009, IEEE Transactions on Robotics.

[19]  Toshio Takayama,et al.  Development of a steerable in-pipe locomotive device with six braided tubes , 2018 .

[20]  Shugen Ma,et al.  Design of a multilink-articulated wheeled pipeline inspection robot using only passive elastic joints , 2018, Adv. Robotics.

[21]  Argel A. Bandala,et al.  Control and Mechanical Design of a Multi-diameter Tri-Legged In- Pipe Traversing Robot , 2019, 2019 IEEE/SICE International Symposium on System Integration (SII).

[22]  Sean R. Anderson,et al.  PipeSLAM: Simultaneous localisation and mapping in feature sparse water pipes using the Rao-Blackwellised particle filter , 2017, 2017 IEEE International Conference on Advanced Intelligent Mechatronics (AIM).

[23]  YuPei Yan,et al.  A navigation algorithm of the mobile robot in the indoor and dynamic environment based on the PF-SLAM algorithm , 2018, Cluster Computing.

[24]  You Wu,et al.  Modeling and parameter estimation for in-pipe swimming robots , 2015, 2015 American Control Conference (ACC).

[25]  Mohammad A. Jaradat,et al.  Inertial Navigation System of Pipeline Inspection Gauge , 2020, IEEE Transactions on Control Systems Technology.

[26]  Sean R. Anderson,et al.  Robot mapping and localisation in metal water pipes using hydrophone induced vibration and map alignment by dynamic time warping , 2017, 2017 IEEE International Conference on Robotics and Automation (ICRA).

[27]  Homayoun Najjaran,et al.  Development of Visual Simultaneous Localization and Mapping (VSLAM) for a Pipe Inspection Robot , 2007, 2007 International Symposium on Computational Intelligence in Robotics and Automation.

[28]  Xin Yuan,et al.  AEKF-SLAM: A New Algorithm for Robotic Underwater Navigation , 2017, Sensors.

[29]  Tan Min Legged Robots: A Review , 2006 .

[30]  Jinwoo Choi,et al.  Probability-Based Recognition Framework for Underwater Landmarks Using Sonar Images † , 2017, Sensors.

[31]  Hyouk Ryeol Choi,et al.  Novel Mechanism for In-Pipe Robot Based on a Multiaxial Differential Gear Mechanism , 2017, IEEE/ASME Transactions on Mechatronics.

[32]  Pål Liljebäck,et al.  A review on modelling, implementation, and control of snake robots , 2012, Robotics Auton. Syst..

[33]  Tianmiao Wang,et al.  Robust Stabilization of a Wheeled Mobile Robot Using Model Predictive Control Based on Neurodynamics Optimization , 2017, IEEE Transactions on Industrial Electronics.

[34]  Hyungpil Moon,et al.  In-pipe robot navigation based on the landmark recognition system using shadow images , 2009, 2009 IEEE International Conference on Robotics and Automation.

[35]  M. Banks,et al.  Development of an Inline Robot for Water Quality Monitoring , 2020, 2020 5th International Conference on Robotics and Automation Engineering (ICRAE).

[36]  M. Katherine Banks,et al.  Localization Techniques for In-pipe Robots in Water Distribution Systems , 2020, 2020 8th International Conference on Control, Mechatronics and Automation (ICCMA).

[37]  Taro Nakamura,et al.  Self-localization and 3-D model construction of pipe by earthworm robot equipped with omni-directional rangefinder , 2011, 2011 IEEE International Conference on Robotics and Biomimetics.

[38]  Argel A. Bandala,et al.  Development of an Adaptive In-Pipe Inspection Robot with Rust Detection and Localization , 2018, TENCON 2018 - 2018 IEEE Region 10 Conference.

[39]  Liang Zhang,et al.  Design and Analysis of Independently Adjustable Large In-Pipe Robot for Long-Distance Pipeline , 2020, Applied Sciences.

[40]  Mark W. Spong,et al.  Underactuated mechanical systems , 1998 .

[41]  Homayoun Najjaran,et al.  Dynamic analysis and human analogous control of a pipe crawling robot , 2009, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[42]  Junaed Sattar,et al.  An Evaluation of Bayesian Methods for Bathymetry-based Localization of Autonomous Underwater Robots , 2018, ArXiv.

[43]  Pere Ridao,et al.  Particle Filter Based AUV Localization using Imaging Sonar , 2009 .

[44]  C. A. van Luttervelt,et al.  Toward a resilient manufacturing system , 2011 .

[45]  Tong Heng Lee,et al.  Design and Implementation of Integral Sliding-Mode Control on an Underactuated Two-Wheeled Mobile Robot , 2014, IEEE Transactions on Industrial Electronics.

[46]  Umashankar Nagarajan,et al.  Trajectory planning and control of an underactuated dynamically stable single spherical wheeled mobile robot , 2009, 2009 IEEE International Conference on Robotics and Automation.

[47]  H. Tourajizadeh,et al.  Design of a new steerable in-pipe inspection robot and its robust control in presence of pipeline flow , 2020 .

[48]  Moein Razavi,et al.  Smart Navigation for an In-pipe Robot Through Multi-phase Motion Control and Particle Filtering Method , 2021, 2021 IEEE International Conference on Electro Information Technology (EIT).

[49]  Hyungpil Moon,et al.  Autonomous navigation of in-pipe working robot in unknown pipeline environment , 2011, 2011 IEEE International Conference on Robotics and Automation.

[50]  Ying Qu,et al.  Smart-Spider: Autonomous self-driven in-line robot for versatile pipeline inspection , 2018 .

[51]  Kamal Youcef-Toumi,et al.  Design of a Novel In-Pipe Reliable Leak Detector , 2015, IEEE/ASME Transactions on Mechatronics.

[52]  Yang Peng-chun Advances of bionic robot researches on earthworm peristaltic mechanism , 2012 .

[53]  Robert E. Mahony,et al.  Nonlinear Complementary Filters on the Special Orthogonal Group , 2008, IEEE Transactions on Automatic Control.

[54]  Potential Contamination Due to Cross-Connections and Backflow and the Associated Health Risks , 2003 .

[55]  João Pedro Hespanha,et al.  Linear Systems Theory , 2009 .

[56]  Yi Wang,et al.  A review over state of the art of in-pipe robot , 2015, 2015 IEEE International Conference on Mechatronics and Automation (ICMA).