@inproceedings{d4f7a804591f458eae087cadb0c9d618,
title = "SME Productivity improve using six sigma and data mining tools",
abstract = "This research project aims to ease SME process control by using DMAIC (Lean Six Sigma). Three topics were applied: Lean Six Sigma, Data Mining, and Augmented Reality. All of this is assisted by the most advanced technology to date. SMEs have small processes and this is why Lean Six Sigma was applied to detect problems, measure, analyze and control. The Poka-Yoke tool works as a link between Data Mining tools and Augmented Reality. The Data Mining tool is the deep learning neuronal net (with more than one hidden layer). The neuronal net will learn the gauges formula and will show results based on the measurements. This tool is related to Lean Six Sigma as the net will show optimal results with controlled processes only. Augmented Reality eases data input for the gauges. Input data will be transmitted through AR cards which will be scanned by Smartphones. These AR cards become unique through the use of the Poka-Yoke tool The expected savings are S/. 6120. The project obtains an NPV of S/. 7811 and a COK of 15.24% which is enough to demonstra te the viability of the project.",
keywords = "Augmented reality, Data mining, SME Productivity, Six Sigma",
author = "Jamblico Pacora and Luigi Flores and Jonat{\'a}n Rojas and Steffano Reyes and Alexia C{\'a}ceres and Renzo Benavente",
note = "Publisher Copyright: {\textcopyright} 2022 Latin American and Caribbean Consortium of Engineering Institutions. All rights reserved.; 20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology, LACCEI 2022 ; Conference date: 18-07-2022 Through 22-07-2022",
year = "2022",
doi = "10.18687/LACCEI2022.1.1.164",
language = "English",
series = "Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology",
publisher = "Latin American and Caribbean Consortium of Engineering Institutions",
editor = "{Larrondo Petrie}, {Maria M.} and Jose Texier and Andrea Pena and Viloria, {Jose Angel Sanchez}",
booktitle = "20th LACCEI International Multi-Conference for Engineering, Education Caribbean Conference for Engineering and Technology",
}