On Radiation-Based Thermal Servoing: New Models, Controls, and Experiments

In this paper, we introduce a new sensor-based control method that regulates (by means of robot motions) the heat transfer between a radiative source and an object of interest. This valuable sensorimotor capability is needed in many industrial, dermatology and field robot applications, and it is an essential component for creating machines with advanced thermo-motor intelligence. To this end, we derive a geometricthermal-motor model which describes the relation between the robot’s active configuration and the produced dynamic thermal response. We then use the model to guide the design of two new thermal servoing controllers (one model-based and one adaptive), and analyze their stability with Lyapunov theory. To validate our method, we report a detailed experimental study with a robotic manipulator conducting autonomous thermal servoing tasks. To the best of the authors’ knowledge, this is the first time that temperature regulation has been formulated as a motion control problem for robots.

[1]  Oliver Kroemer,et al.  A Review of Tactile Information: Perception and Action Through Touch , 2020, IEEE Transactions on Robotics.

[2]  Charalampos P. Bechlioulis,et al.  Robust Image-Based Visual Servoing With Prescribed Performance Under Field of View Constraints , 2019, IEEE Transactions on Robotics.

[3]  N. P. Lavery,et al.  Numerical Sensitivity and View Factor Calculation Using the Monte Carlo Method , 2006 .

[4]  Raymond W Lee,et al.  Thermal Tolerances of Deep-Sea Hydrothermal Vent Animals From the Northeast Pacific , 2003, The Biological Bulletin.

[5]  A. Cherubini,et al.  A Lyapunov-Stable Adaptive Method to Approximate Sensorimotor Models for Sensor-Based Control , 2020, Frontiers in Neurorobotics.

[6]  Thomas B. Moeslund,et al.  Thermal cameras and applications: a survey , 2013, Machine Vision and Applications.

[7]  Chi Sun Poon,et al.  Validation of size estimation of debonds in external wall’s composite finishes via passive Infrared thermography and a gradient algorithm , 2015 .

[8]  Harley Flanders,et al.  Differentiation Under the Integral Sign , 1973 .

[9]  Yunhui Liu,et al.  Uncalibrated visual servoing of robots using a depth-independent interaction matrix , 2006, IEEE Transactions on Robotics.

[10]  Alessandro Cammarata Optimized design of a large-workspace 2-DOF parallel robot for solar tracking systems , 2015 .

[11]  Yunhui Liu,et al.  On the visual deformation servoing of compliant objects: Uncalibrated control methods and experiments , 2014, Int. J. Robotics Res..

[12]  Yun-Hui Liu,et al.  Fourier-Based Shape Servoing: A New Feedback Method to Actively Deform Soft Objects into Desired 2-D Image Contours , 2018, IEEE Transactions on Robotics.

[13]  Francisco José Madrid-Cuevas,et al.  Automatic generation and detection of highly reliable fiducial markers under occlusion , 2014, Pattern Recognit..

[14]  Brian Y. Lattimer,et al.  Real-time probabilistic classification of fire and smoke using thermal imagery for intelligent firefighting robot , 2015 .

[15]  Gary D. Bernard,et al.  Physical and behavioral adaptations to prevent overheating of the living wings of butterflies , 2020, Nature Communications.

[16]  J. Cuevas,et al.  Radiative Heat Transfer , 2018, ACS Photonics.

[17]  W. Weng,et al.  Review on modeling heat transfer and thermoregulatory responses in human body. , 2016, Journal of thermal biology.

[18]  D. E. Slot,et al.  Research methods. , 2016, Journal of the American Dental Association.

[19]  Andrea Cherubini,et al.  Visual navigation of a mobile robot with laser-based collision avoidance , 2013, Int. J. Robotics Res..

[20]  Jaydev P. Desai,et al.  Towards a MRI-compatible meso-scale SMA-actuated robot using PWM control , 2010, 2010 3rd IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics.

[21]  D. D. Hai,et al.  An Elementary Proof of the Error Estimates in Simpson's Rule , 2008 .

[22]  J. Lienhard A heat transfer textbook , 1981 .

[23]  H. R. N. Jones,et al.  Radiation Heat Transfer , 2000 .

[24]  Tariq Muneer,et al.  Finite-element view-factor computations for radiant energy exchanges , 2015 .

[25]  Nassir Navab,et al.  Force-Ultrasound Fusion: Bringing Spine Robotic-US to the Next “Level” , 2020, IEEE Robotics and Automation Letters.

[26]  D. McKemy,et al.  Temperature sensing across species , 2007, Pflügers Archiv - European Journal of Physiology.

[27]  Magnus Egerstedt,et al.  Coverage Control for Multi-Robot Teams with Heterogeneous Sensing Capabilities Using Limited Communications* , 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[28]  Gunnar Bolmsjö,et al.  Temperature control of robotic friction stir welding using the thermoelectric effect , 2014 .

[29]  Barry Lennox,et al.  Bio-inspired artificial pheromone system for swarm robotics applications , 2020, Adapt. Behav..

[30]  David Navarro-Alarcon,et al.  Robotics Meets Cosmetic Dermatology: Development of a Novel Vision-Guided System for Skin Photo-Rejuvenation , 2020, IEEE/ASME Transactions on Mechatronics.

[31]  Nabil Aouf,et al.  Image Based Visual Servoing for Landmine Detection using Quadrotors , 2020, 2020 15th IEEE Conference on Industrial Electronics and Applications (ICIEA).

[32]  Ali Marjovi,et al.  A 3-D bio-inspired odor source localization and its validation in realistic environmental conditions , 2017, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[33]  Xin Li,et al.  Depth and thermal sensor fusion to enhance 3D thermographic reconstruction. , 2018, Optics express.

[34]  Yunhui Liu,et al.  Automatic 3-D Manipulation of Soft Objects by Robotic Arms With an Adaptive Deformation Model , 2016, IEEE Transactions on Robotics.

[35]  Giovanni Muscato,et al.  Volcanic Environments: Robots for Exploration and Measurement , 2012, IEEE Robotics & Automation Magazine.

[36]  François Chaumette,et al.  Audio-based robot control from interchannel level difference and absolute sound energy , 2016, 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

[37]  Yuichi Motai,et al.  Thermal Multisensor Fusion for Collaborative Robotics , 2019, IEEE Transactions on Industrial Informatics.

[38]  Jean-Paul Laumond,et al.  An Optimality Principle Governing Human Walking , 2008, IEEE Transactions on Robotics.

[39]  Wang Ling,et al.  Temperature control of PEM fuel cell stack application on robot using fuzzy incremental PID , 2009, 2009 Chinese Control and Decision Conference.

[40]  V. Rammohan Rao,et al.  Efficient evaluation of diffuse view factors for radiation , 1996 .

[41]  C. A. Desoer,et al.  Nonlinear Systems Analysis , 1978 .

[42]  Carl Sandrock,et al.  A simplicial homology algorithm for Lipschitz optimisation , 2018, Journal of Global Optimization.

[43]  Joel Nothman,et al.  SciPy 1.0-Fundamental Algorithms for Scientific Computing in Python , 2019, ArXiv.

[44]  Mohammed El-Abd,et al.  Semi-autonomous indoor firefighting UAV , 2017, 2017 18th International Conference on Advanced Robotics (ICAR).

[45]  Nicholas P. Lavery,et al.  View factor calculation using the Monte Carlo method and numerical sensitivity , 2005 .

[46]  Subhash C. Mishra,et al.  View factor calculation in the 2-D geometries using the collapsed dimension method , 2008 .

[47]  Yoshihiko Nakamura,et al.  Advanced robotics - redundancy and optimization , 1990 .

[48]  A. Abdel-azim Fundamentals of Heat and Mass Transfer , 2011 .

[49]  Holger Babinsky,et al.  On the calculation of boundary-layer parameters from discrete data , 2015 .

[50]  Giulio Sandini,et al.  Development of auditory-evoked reflexes: Visuo-acoustic cues integration in a binocular head , 2002, Robotics Auton. Syst..

[51]  Jeffrey P. Moder,et al.  A Procedure for View Factor Calculation Using the Finite-Volume Method , 2001, Heat Transfer: Volume 4 — Combustion and Energy Systems.

[52]  Yunze He,et al.  Eddy Current Volume Heating Thermography and Phase Analysis for Imaging Characterization of Interface Delamination in CFRP , 2015, IEEE Transactions on Industrial Informatics.

[53]  Radek Srb,et al.  Optimization Of A Heat Radiation Intensity And Temperature Field On The Mould Surface , 2016, ECMS.