mining warranty data in manufacturing industry

Data Mining in Manufacturing: A Review | Journal of ...

The paper reviews applications of data mining in manufacturing engineering, in particular production processes, operations, fault detection, maintenance, decision support, and product quality improvement.

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Manufacturing: Guide to Data Sources from the US ... - Census

Guide to all data sources for the Manufacturing sector from the US Census Bureau - Business & Industry Manufacturing: Guide to Data Sources from the US Census Bureau This Javascript allows the page in IE to resize to the minium width of 783 pixels and no less.

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mining warranty data in manufacturing industry

mining warranty data in manufacturing industry. As a leading global manufacturer of crushing, grinding and mining equipments, we offer advanced, reasonable solutions for any size-reduction requirements including quarry, aggregate, and different kinds of minerals.

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4 Big Data Use Cases in the Manufacturing Industry

Analyzing big data use cases in the manufacturing industry can reduce processing flaws, improve production quality, increase efficiency, and save time and money. Tata Consultancy Services asked manufacturers to rate the following big data benefits on a scale of one to five:

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Information Management for the Mining Industry - Consulting

the mining industry is also faced with challenges stemming from globalization. Although demand for minerals and allied products is steadily increasing owing to ... must have access to reports on data pertaining to carbon emission, and energy, water, fuel and …

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Predictive Analytics World Manufacturing: June 2016

The PAW Manufacturing agenda covers hot topics and advanced methods such as forecasting, cost and price modeling, supply chain connectivity, warranty data analytics, text mining for product development, visualization and dashboards, fault detection, failure prediction, in-process verification tools, machine system/sensor health, process ...

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Data Warehouse Applications by Industry | TDAN.com

Data Warehouse Applications by Industry Posted on March 1, 1999 by Sid Adelman The following information is for the exclusive use of Sid Adelman & Associates and is not to be copied or shared without the expressed and written permission of Sid Adelman & Associates.

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A review of data mining applications for quality ...

A review of data mining applications for quality improvement in manufacturing industry. ... data mining applications, manufacturing, 1997–07, selected quality problems. Typically small, separately stored quality and production data. Increasing use of DM, especially in metal, computer and electronics industries. Common use of artificial neural ...

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mining warranty data in manufacturing industry – Grinding ...

Data Mining in Warranty and Manufacturing … [Show abstract] [Hide abstract] ABSTRACT: The warranty data plays a crucial role in the improvement of the manufactured product..

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Modelling an Optimized Warranty Analysis Methodology for ...

Modelling an Optimized Warranty Analysis Methodology for Fleet Industry Using Data Mining Clustering Methodologies ... Warranty, Manufacturing, Fleet Industry, Predictive Analysis 1. Introduction Product users or an organization (consumers) need assurance that the product will perform satisfactorily over its lifetime. The legislations are ...

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Association rule-generation algorithm for mining ...

Application of the association rule-generation algorithm is presented with a data-mining case study from the automotive industry. The knowledge (rules) extracted from the automotive warranty data are used to identify root causes of a particular warranty problem or to develop useful conclusions.

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Manufacturing analytics: understanding warranty claims data

An overview of the value added from data mining and predictive analytics of warranty claim data. Manufacturing analytics: understanding warranty claims data Home

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Data Mining for Design and Manufacturing

manufacturing companies across many industry sectors regarding the potential ... collaboration of expertise in design and manufacturing, data mining and information technology. ... Data Mining for Design and Manufacturing, Springer, 2002, 544 p., Hardcover, DATA MINING FOR DESIGN AND MANUFACTURING . PREFACE

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Manufacturing Analytics | SAS

Industry Solutions Products ® ® Learn. Support. Customer Stories. Partners. About SAS ... Our manufacturing solutions include data mining and predictive analytics technologies that address: Voice of the customer. Detect perceived quality and safety issues before they escalate. Big data integration. ... Pull together warranty data from ...

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WARRANTY DATA ANALYTICS - Ubiquiti

Page 1 of 15 WARRANTY DATA ANALYTICS Francisco Figueroa, Bobbi McFadden, Gerald Oden, Richard Ording, and Andy Pawlowski Continental Automotive Systems P. …

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Big data and analytics in the automotive industry ...

Big data and analytics in the automotive industry Automotive analytics thought piece 3 To start a new section, hold down the apple+shift keys and click to …

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Mining, Oil & Gas - Microsoft Enterprise

Mining, Oil & Gas Microsoft offers a secure, scalable, and flexible platform to maximize manufacturing efficiencies, ensure customer loyalty, increase employee productivity, develop new products and services, and achieve operational excellence.

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Does anyone know of a public manufacturing dataset that ...

Does anyone know of a public manufacturing dataset that can be used in a data mining research?

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High-Tech Manufacturing | SAS

Our manufacturing solutions include data mining and predictive analytics technologies that address: Customer sentiment. Detect perceived quality and safety issues before they escalate. ... Prioritize warranty work and slash contact center costs. ... And supply plans aligned with demand forecasts. Our solutions for high-tech manufacturing ...

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DATA MINING IN AUTOMOTIVE WARRANTY ANALYSIS

This thesis is about data mining in automotive warranty analysis, with an emphasis on modeling the mean cumulative warranty cost or number of claims (per vehicle).

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Review of data mining applications for quality assessment ...

assessment in manufacturing industry: Support Vector Machines Hamideh Rostami, Jean-Yves Dantan, Lazhar Homri ... Hamideh Rostami, Jean-Yves Dantan, Lazhar Homri. Review of data mining applications for quality assessment in manufacturing industry: Support Vector Machines. ... several studies in the literature that examine the implementation of ...

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Big Data Analytics for Automotive Industry

Big Data Analytics for Automotive Industry. Technology. ... By data mining, automotive companies can do advanced cost performance analysis. They can identify which parts of the vehicle constantly needs replacement/repair so that they can take it out and replace with the higher quality part. ... It will avoid warranty costs, & can help cost ...

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How big data can improve manufacturing | McKinsey

How big data can improve manufacturing. Article Actions. Share this article on LinkedIn; ... and mining, for instance—extreme swings in variability are a fact of life, sometimes even after lean techniques have been applied. Given the sheer number and complexity of production activities that influence yield in these and other industries ...

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Quality Digest Magazine

The return on investment from applying data mining in manufacturing has resulted in improved product performance, less scrap and rework, decreased testing, improved product performance, and fewer field service and warranty claims.

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A sharper view: Analytics in the global steel industry

industry. Manufacturing executives in all sectors need to be aware of these ... A sharper view: Analytics in the global steel industry | 5 ... Warranty, returns • Data mining for customer preferences and trends •Tools to model product performance in the marketplace

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Data mining for improving the quality of manufacturing: a ...

Data mining for improving the quality of manufacturing: a feature set decomposition approach Lior Rokach1, ... specifically the food processing industry and integrated circuit ... mining manufacturing data (Kusiak, 2000; Maimon and Rokach, 2001). ...

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mining warranty data in manufacturing industry

DATA MINING IN AUTOMOTIVE WARRANTY . DATA MINING IN AUTOMOTIVE WARRANTY ANALYSIS by HER GUAN TEO A thesis submitted to the Victoria University of Wellington in fulfilment of the requirements for the

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Data mining for improving the quality of manufacturing: a ...

Data mining is a collection of tools that explore data in order to discover previously unknown patterns. The accessibility and abundance of information today makes data mining a matter of

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