Implementation of a System for Monitoring Overall Equipment Effectiveness (OEE) and Exploring Correlation Between OEE and Process Capability
Title | Implementation of a System for Monitoring Overall Equipment Effectiveness (OEE) and Exploring Correlation Between OEE and Process Capability PDF eBook |
Author | Mehdi Zadeh Mohammadi |
Publisher | |
Pages | 122 |
Release | 2011 |
Genre | Machinery |
ISBN |
An effective process equipment monitoring tool widely accepted in manufacturing units today is overall equipment effectiveness (OEE). OEE began its debut as a pillar of the total productive maintenance (TPM) system, where the goals are to increase the reliability and availability of equipment so that resource waste is reduced and product quality is enhanced. Interest by a manufacturing company in North Carolina in evaluating OEE in terms of appropriateness in its application, along with a desire to explore other quality performance metrics that can be easily tracked to predict OEE, was the motivation behind this study. The goals of this study were: 1) To recommend to the manufacturing company definite steps that they should undertake to implement a robust OEE based equipment performance evaluation system, 2) To demonstrate on a pilot basis how the implementation should be carried out, and 3) Study whether process capability which can be used as a leading quality indicator has any correlation to OEE which is a lagging indicator. A framework was established for the implementation of OEE in a pilot area of the manufacturing unit. A systematic plan was proposed and implemented which demonstrated that it is possible to reverse the effects of an ineffective OEE measurement process and create an effective system to pursue continuous improvement. Success in this endeavor can be attributed to pursuing training at various levels. Another key factor in establishing the system was using an appropriate calculation method for OEE compatible to the understanding power of the company's workforce. Providing clear definitions that were easy to understand and interpret for all terms involved in the OEE calculation also played a key role in the success of the implementation. Recommendations on how to go about changing the company's culture to embrace the concept of OEE were provided and pursued. Use of OEE values for conducting personnel annual evaluations was stopped. For exploring the correlation between process capability and OEE, the null hypothesis that there is no relation between process capability index and OEE, and between process capability index and each of OEE's three elements which are availability, performance and quality, was chosen. Calculating p-values for hypothesis testing, using non-linear regression analysis it was found that at a significance level of 0.05, the null hypothesis cannot be rejected for any of the four sub-hypothesis. Limitations to the study included a short time period for the study and a lack of good available data. Another limitation was the fact that the final decision whether a part is good or bad was made by attempting to assemble the part in the final assembly operation. Further future work to this study would be to explore correlation between process capability and OEE in a controlled lab environment with more machines and parts and definite part specification limits.
Systems Engineering
Title | Systems Engineering PDF eBook |
Author | |
Publisher | BoD – Books on Demand |
Pages | 205 |
Release | 2024-07-31 |
Genre | |
ISBN | 085014339X |
Oee for Operators
Title | Oee for Operators PDF eBook |
Author | Productivity Press Development Team |
Publisher | Productivity Press |
Pages | |
Release | 2018-06-28 |
Genre | |
ISBN | 9781138438682 |
Overall Equipment Effectiveness (OEE) is a crucial measure in TPM that reports on how well equipment is running. It factors three elements ---the time the machine is actually running, the quantity of products the machine is turning out, and the quantity of good output - into a single combined score. Directly addressing those who are best positioned to track and improve the effectiveness of equipment, OEE for Operatorsdefines basic concepts and then provides a systematic explanation of how OEE should be applied to maximize a piece of equipment's productivity and recognize when its efficiency is being compromised. Features
The OEE Primer
Title | The OEE Primer PDF eBook |
Author | D.H. Stamatis |
Publisher | CRC Press |
Pages | 504 |
Release | 2017-08-15 |
Genre | Business & Economics |
ISBN | 1439814082 |
A valuable tool for establishing and maintaining system reliability, overall equipment effectiveness (OEE) has proven to be very effective in reducing unscheduled downtime for companies around the world. So much so that OEE is quickly becoming a requirement for improving quality and substantiating capacity in leading organizations, as well as a required area of study for the ISO/TS 16949. Breaking down the methodology from a historical perspective, The OEE Primer: Understanding Overall Equipment Effectiveness, Reliability, and Maintainability explores the overall effectiveness of machines and unveils novel methods that focus on design improvement—including hazard analysis, rate of change of failure (ROCOF) analysis, failure rate finite element analysis (FEA), and theory of inventive problem solving (TRIZ). It covers loss of effectiveness, new machinery, electrical maintenance issues, Weibull distribution, measurement techniques, and mechanical and electrical reliability. The book also: Discusses Reliability and Maintainability (R&M), not as tools to be used in specific tasks, rather as a discipline Covers the application of OEE as an overall improvement tool Assesses existing and new equipment from classical, reliability, and maintainability perspectives Includes downloadable resources with more than 100 pages of appendices and additional resources featuring statistical tables, outlines, case studies, guidelines, and standards Introducing the classical approach to improvement, this book provides an understanding of exactly what OEE is and how it can be best applied to address capacity issues. Highlighting mechanical and electrical opportunities throughout, the text includes many tables, forms, and examples that clearly illustrate and enhance the material presented.
Proceedings of 4th International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications
Title | Proceedings of 4th International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications PDF eBook |
Author | Vinit Kumar Gunjan |
Publisher | Springer Nature |
Pages | 792 |
Release | |
Genre | |
ISBN | 981999442X |
AACC 2015 Abstracts eBook
Title | AACC 2015 Abstracts eBook PDF eBook |
Author | American Association for Clinical Chemistry (AACC) |
Publisher | Coe-Truman International, LLC |
Pages | 411 |
Release | 2015-09-14 |
Genre | Medical |
ISBN | 1613300093 |
This eBook is a collection of poster abstracts presented at the AACC 2015 Annual Meeting. As the leading event for laboratory medicine worldwide, the AACC Annual Meeting & Clinical Lab Expo is the place where breakthrough innovations in clinical testing and patient care are introduced to the healthcare world.
Overall Equipment Effectiveness and Overall Line Efficiency Measurement Using Intelligent Systems Techniques
Title | Overall Equipment Effectiveness and Overall Line Efficiency Measurement Using Intelligent Systems Techniques PDF eBook |
Author | Hasan Moradizadeh |
Publisher | |
Pages | |
Release | 2015 |
Genre | |
ISBN |