| Title |
Mobile robots’ collision prediction based on virtual cocoons / |
| Authors |
Baranauskas, Virginijus ; Jakas, Žydrūnas ; Šarkauskas, Kastytis Kiprijonas ; Bartkevičius, Stanislovas Kęstutis ; Dervinis, Gintaras ; Dervinienė, Alma ; Balaševičius, Leonas ; Raudonis, Vidas ; Urniežius, Renaldas ; Repšytė, Jolanta |
| DOI |
10.32604/iasc.2022.022288 |
| Full Text |
|
| Is Part of |
Intelligent automation and soft computing.. San Antonio, TX : Tech science press. 2022, vol. 32, iss. 3, p. 1343-1356.. ISSN 1079-8587. eISSN 2326-005X |
| Keywords [eng] |
robots control ; prediction of conflicts ; multi-robot system ; protective sheath “cocoon” ; robot motion control |
| Abstract [eng] |
The research work presents a collision prediction method of mobile robots. The authors of the work use so-called, virtual cocoons to evaluate the collision criteria of two robots. The idea, mathematical representation of the calculations and experimental simulations are presented in the paper work. A virtual model of the industrial process with moving mobile robots was created. Obstacle avoidance was not solved here. The authors of the article were working on collision avoidance problem solving between moving robots. Theoretical approach presents mathematical calculations and dependences of path angles of mobile robots. Experimental simulations, using the software Centaurus CPN, based on colored Petri nets, has shown, that the possible conflict can be predicted in advance using calculations of the angle of movement of two possibly colliding cocoons. Authors of the paper presents and explains experimental simulations, where robots are moving in different path angles, which intersects each other. Proposed collision avoidance algorithm solves collision avoidance task using several possibilities. Software Centaurus CPN gives possibility to stop simulation of manufacturing process in the place where it finds possible collision between two cocoons. In order to check correctness of proposed collision prediction and avoidance algorithm, further simulation is done step by step, while situation is solved. Simulated manufacturing process is continued till new possible collision is obtained. |
| Published |
San Antonio, TX : Tech science press |
| Type |
Journal article |
| Language |
English |
| Publication date |
2022 |
| CC license |
|
