Comparative Evaluation of Advanced Robotics in Engineering Using the COPRAS Method

This research paper presents a comparative analysis of five advanced robotics systems RoboX2000, MechFlex Pro, TechArm Max, AutoBot v7,andNanoDrive R3 in the field of engineering using the COPRAS (COmplex PRoportional ASsessment) method. The study evaluates these alternatives based on four benefit and four non-benefit parameters: load capacity, energy efficiency, cost, and maintenance frequency. The COPRAS method is employed to rank these systems based on their overall performance, considering both quantitative and qualitative factors. The analysis begins with the creation of a normalized decision matrix to compare the robots based on the given parameters. Weightings are assigned equally to each criterion, ensuring an unbiased comparison. The results show that AutoBot v7 ranks first with a QI (Quality Index) of 0.208 and a UI (Utility Index) of 100%, demonstrating optimal performance across all criteria, especially in cost-effectiveness and maintenance frequency. MechFlex Pro follows closely in second place with a QI of 0.207 and UI of 100%, excelling in load capacity but slightly behind in cost efficiency. NanoDrive R3ranks third, boasting the highest energy efficiency but offset by its higher cost, resulting in a UI of 98%. Conversely, RoboX2000 and TechArm Max rank fourth and fifth, respectively, due to lower performance in specific criteria like cost and maintenance frequency. These findings are further supported by visual representations of the normalized data and rankings, highlighting the comparative strengths and weaknesses of each robotic system. Overall, this research provides valuable insights for decision-makers in the engineering field by identifying the most suitable robotic solutions based on multi-criteria evaluation. The COPRAS method proves to be a robust tool for comparing advanced technologies, ensuring optimal selection based on diverse performance indicators.

Authors

Publication Details

Journal
CompSci & AI Advances
Published
2024-12-01
DOI
https://doi.org/10.69626/cai.2024.0190
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparative Evaluation of Advanced Robotics in Engineering Using the COPRAS Method

Juhi Rupal, Ranveer Singh
CompSci & AI Advances
Manufacturing Process and Optimization
article

Comparative Evaluation of Advanced Robotics in Engineering Using the COPRAS Method

Juhi Rupal, Ranveer Singh
article en

Abstract

This research paper presents a comparative analysis of five advanced robotics systems RoboX2000, MechFlex Pro, TechArm Max, AutoBot v7,andNanoDrive R3 in the field of engineering using the COPRAS (COmplex PRoportional ASsessment) method. The study evaluates these alternatives based on four benefit and four non-benefit parameters: load capacity, energy efficiency, cost, and maintenance frequency. The COPRAS method is employed to rank these systems based on their overall performance, considering both quantitative and qualitative factors. The analysis begins with the creation of a normalized decision matrix to compare the robots based on the given parameters. Weightings are assigned equally to each criterion, ensuring an unbiased comparison. The results show that AutoBot v7 ranks first with a QI (Quality Index) of 0.208 and a UI (Utility Index) of 100%, demonstrating optimal performance across all criteria, especially in cost-effectiveness and maintenance frequency. MechFlex Pro follows closely in second place with a QI of 0.207 and UI of 100%, excelling in load capacity but slightly behind in cost efficiency. NanoDrive R3ranks third, boasting the highest energy efficiency but offset by its higher cost, resulting in a UI of 98%. Conversely, RoboX2000 and TechArm Max rank fourth and fifth, respectively, due to lower performance in specific criteria like cost and maintenance frequency. These findings are further supported by visual representations of the normalized data and rankings, highlighting the comparative strengths and weaknesses of each robotic system. Overall, this research provides valuable insights for decision-makers in the engineering field by identifying the most suitable robotic solutions based on multi-criteria evaluation. The COPRAS method proves to be a robust tool for comparing advanced technologies, ensuring optimal selection based on diverse performance indicators.

CompSci & AI AdvancesVol. 01(04)
Openalex Percentile: Top 55%
Manufacturing Process and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.