Compensation Strategies for Improving Industrial Robots' Positioning Accuracy
2024 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE credits
Student thesis
Abstract [en]
The thesis project focuses on developing an online compensation strategy to enhance the positioning accuracy of industrial robots. The primary aim is to integrate the real-time compensation calculation into an embedded controller (NI-CRio 9030 and LabView programming) and minimize communication latency. The calculations compensate for the robot positioning errors when external forces are applied. The methodology involves socket communication, trajectory design, force sensor data acquisition, and forward kinematics calculations. Experimental results indicate a successful compensation positioning result and a significant reduction in communication time from 120 ms to 50 ms. Further enhancements in algorithm precision and joint stiffness modeling are recommended for future research.
Abstract [sv]
Examensarbetet fokuserar på att utveckla en online-kompensationsstrategi för att förbättra positioneringsnoggrannheten hos industrirobotar. Det primära målet är att integrera realtidsberäkningen av kompensationen i en inbäddad styrenhet (NI-CRio 9030 och LabView-programmering) och minimera kommunikationslatensen. Beräkningarna kompenserar robotens positioneringsfel när yttre krafter appliceras på den. Metodiken innefattar socket-kommunikation, banutformning, insamling av kraftsensordata och framåtkinematiska beräkningar. Experimentella resultat visar en framgångsrik positioneringskompensation och en betydande minskning av kommunikationstiden från 120 ms till 50 ms. Vidare förbättringar av algoritmens precision och modellering av ledstyvhet rekommenderas för framtida forskning.
Place, publisher, year, edition, pages
2024. , p. 33
Series
TRITA-ITM-EX ; 2024:530
Keywords [en]
Industrial Manipulator, Online Compensation, Communication Methods, Robotics Kinematics, Robot Positioning
Keywords [sv]
Industriell Manipulator, Onlinekompensation, Kommunikationsmetoder, Robotkinematik, Robotpositionering
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:kth:diva-355916OAI: oai:DiVA.org:kth-355916DiVA, id: diva2:1911069
Subject / course
Production Engineering
Educational program
Master of Science - Production Engineering and Management
Supervisors
Examiners
2024-11-062024-11-06