EFFICIENCY OPTIMIZATION OF A WORM GEAR TRANSMISSION USING THE CCD METHOD AND ANOVA

This study investigates the application of experimental design methods in optimizing the efficiency of a single-stage worm gearbox, with the CCD method being used to achieve maximum efficiency. The experiments were conducted on the AT200 device, considering rotational speed, lubricant type (VG220) and experiment duration as key factors. The optimization of efficiency was performed using the CCD method, and the results were analyzed through ANOVA. The findings indicate that rotational speed is a more influential factor compared to operating time, with the highest efficiency values recorded at the maximum rotational speed (≈1603.5 min⁻¹) and an operating time of 10 minutes. Mathematical models were developed with a 95% confidence level, enabling the prediction of efficiency based on the examined factors.

Authors

Publication Details

Published
2025-01-01
DOI
https://doi.org/10.46793/irmes25.139g
Primary Topic
Mechanical Engineering and Vibrations Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

EFFICIENCY OPTIMIZATION OF A WORM GEAR TRANSMISSION USING THE CCD METHOD AND ANOVA

Sandra Gajević, Blaža Stojаnović, Aleksandar Skulić, Milan Bukvić et al.
Mechanical Engineering and Vibrations Research
article

EFFICIENCY OPTIMIZATION OF A WORM GEAR TRANSMISSION USING THE CCD METHOD AND ANOVA

Sandra Gajević, Blaža Stojаnović, Aleksandar Skulić, Milan Bukvić, Slavica Miladinović, Anđela ŽIVKOVIĆ, Stefan Čukic
article en

Abstract

This study investigates the application of experimental design methods in optimizing the efficiency of a single-stage worm gearbox, with the CCD method being used to achieve maximum efficiency. The experiments were conducted on the AT200 device, considering rotational speed, lubricant type (VG220) and experiment duration as key factors. The optimization of efficiency was performed using the CCD method, and the results were analyzed through ANOVA. The findings indicate that rotational speed is a more influential factor compared to operating time, with the highest efficiency values recorded at the maximum rotational speed (≈1603.5 min⁻¹) and an operating time of 10 minutes. Mathematical models were developed with a 95% confidence level, enabling the prediction of efficiency based on the examined factors.

Openalex Percentile: Top 84%
Mechanical Engineering and Vibrations Research
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.

EFFICIENCY OPTIMIZATION OF A WORM GEAR TRANSMISSION USING THE CCD METHOD AND ANOVA — Sandra Gajević, Blaža Stojаnović, et al. · (2025) | TGRS Research Map | TGRS