ArticleScientific reports2025
Enhancement in production efficiency using DMAIC methodology of six sigma.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
The business concern is primarily interested in the industrial system's production efficiency from an economic standpoint. The primary sources of inefficiency and challenges stem from the decisions made about production operations, particularly in cases where machinery plays a significant role in manufacturing. The manufacturing industry is experiencing increased worldwide rivalry, which has led to a constant increase in customer demand for high-quality and varied products. As a result, improving performance and productivity is now required to strengthen the process's quality. This manuscript uses the Define, Measure, Analyse, Improve, and Control (DMAIC) technique to reduce crankshaft defects and increase quality in the manufacturing business. Quality practices from the Six Sigma DMAIC methodology can be effectively applied to produce high production rates, lower losses, and less waste. Highway Industries Limited has a forging shop that fabricates a variety of crankshaft types, including P-19, KZNA, and M2W. Crankshafts have intricate forms, and a variety of forging flaws, including pitting, unfilling, undersizing, bending, and flash defects, can occur throughout the manufacturing process. The results show that the overall rejection rate of the M2W crankshaft dramatically drops to 1.88% with the deployment of the Six Sigma technique, as opposed to 3.04% before implementation. This study aims to evaluate the effectiveness of the Six Sigma methodology by using the DMAIC cycle methodically. Therefore, the recommended approach saves money, which in turn helps to increase the industry's total economics.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.