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Massachusetts Institute of Technology

Using DMAIC methodology to optimize data processing cycles with an overall goal of improving root cause analysis procedure

Abstract

dc:description.abstract

The main objective of this thesis is to use the DMAIC methodology to streamline customer related procedures in Waters Corporation in order to improve root cause analysis (RCA) capability. First, a software based approach is proposed to streamline the data collection stage in the field. The proposed system would ensure that field service reports capture essential information, are consistent, and are more easily filled out while at the customer site. Second, a new coding system is proposed to enable global service support engineers to better identify the underlying causes of field calls. By addressing these weaknesses in the current process, this thesis contributes a strategy to improve the content of the data captured during the field applications and to provide better feedback to the quality department for improved product robustness..

Degree

thesis:*
Department dc:contributor.department
Massachusetts Institute of Technology. Department of Mechanical Engineering.
Grantor dc:publisher
Massachusetts Institute of Technology
Year dc:date.issued
2017

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Solakoglu, Gokce
Advisor dc:contributor.advisor
  • Duane S. Boning.

Subjects

dc:subject × 1

Rights

dc:rights
Statement dc:rights
  • MIT theses are protected by copyright. They may be viewed, downloaded, or printed from this source but further reproduction or distribution in any format is prohibited without written permission.
Language dc:language.iso
eng

Identifiers

dc:identifier.*
Handle dc:identifier.uri
http://hdl.handle.net/1721.1/113768
OAI identifier oai:identifier
oai:dspace.mit.edu:1721.1/113768

Chain of custody

source
Harvested from
MIT
Base URL
dspace.mit.edu/oai/request
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Solakoglu, Gokce. Using DMAIC methodology to optimize data processing cycles with an overall goal of improving root cause analysis procedure. Massachusetts Institute of Technology, 2017. http://hdl.handle.net/1721.1/113768