Literature DB >> 33567658

An Optimal Footprint Based Coverage Planning for Hydro Blasting Robots.

Thejus Pathmakumar1, Madan Mohan Rayguru1, Sriharsha Ghanta1, Manivannan Kalimuthu1, Mohan Rajesh Elara1.   

Abstract

The hydro blasting of metallic surfaces is an essential maintenance task in various industrial sites. Its requirement of a considerable labour force and time, calls for automating the hydro blasting jobs through mobile robots. A hydro blasting robot should be able to cover the required area for a successful implementation. If a conventional robot footprint is chosen, the blasting may become inefficient, even though the concerned area is completely covered. In this work, the blasting arm's sweeping angle is chosen as the robot's footprint for hydro blasting task, and a multi-objective optimization-based framework is proposed to compute the optimal sweeping arc. The genetic algorithm (GA) methodology is exploited to compute the optimal footprint, which minimizes the blasting time and energy simultaneously. Multiple numerical simulations are performed to show the effectiveness of the proposed approach. Moreover, the strategy is successfully implemented on our hydro blasting robot named Hornbill, and the efficacy of the proposed approach is validated through experimental trials.

Entities:  

Keywords:  coverage planning; hydro blasting robot; multi-objective optimization; optimal footprint

Year:  2021        PMID: 33567658      PMCID: PMC7915230          DOI: 10.3390/s21041194

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  2 in total

1.  A Self-Organizing Fuzzy Logic Classifier for Benchmarking Robot-Aided Blasting of Ship Hulls.

Authors:  M A Viraj J Muthugala; Anh Vu Le; Eduardo Sanchez Cruz; Mohan Rajesh Elara; Prabakaran Veerajagadheswar; Madhu Kumar
Journal:  Sensors (Basel)       Date:  2020-06-05       Impact factor: 3.576

2.  Support Vector Machine Optimized by Genetic Algorithm for Data Analysis of Near-Infrared Spectroscopy Sensors.

Authors:  Di Wang; Lin Xie; Simon X Yang; Fengchun Tian
Journal:  Sensors (Basel)       Date:  2018-09-25       Impact factor: 3.576

  2 in total
  1 in total

1.  An Autonomous Robot-Aided Auditing Scheme for Floor Cleaning.

Authors:  Thejus Pathmakumar; Manivannan Kalimuthu; Mohan Rajesh Elara; Balakrishnan Ramalingam
Journal:  Sensors (Basel)       Date:  2021-06-24       Impact factor: 3.576

  1 in total

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