Six Sigma is a data-driven methodology for process improvement. It aims to reduce defects and variation in processes by focusing on customer needs and using statistical methods. The DMAIC methodology involves five phases - Define, Measure, Analyze, Improve, and Control. The Define phase identifies the problem and goals. Measure involves collecting data on process metrics. Analyze determines the root causes of defects. Improve develops and tests solutions. Control sustains the improvements through standard processes and controls. Six Sigma has helped companies like Motorola and Ford save billions by reducing costs through quality improvement.
This presentation is for the novice, who knows nothing about Quality, forget Six Sigma Concepts and enables them to grasp the essentials of not only quality but the basic knowlwdge of Six Sigma.
Happy Learning!!
This presentation is for the novice, who knows nothing about Quality, forget Six Sigma Concepts and enables them to grasp the essentials of not only quality but the basic knowlwdge of Six Sigma.
Happy Learning!!
This presentation is for the personnel who are going to be a part of Six Sigma project as process owner or team member & need to know the basics.
The scope of this presentation is “Overview” & “Define” of Six Sigma.
I've been asked to put together a basic (and therefore relatively quick) introduction to Lean Six Sigma & DMAIC. While it’s not yet finished, I thought I would put it out there for people to comment on. Since the presentation is supposed to be training material there’s more text on the slides than I would prefer, but there are a few exercises and games to get the trainees involved.
I've put the PowerPoint version on my blog:
http://alesandrab.wordpress.com/2013/06/07/introduction-to-lean-six-sigma-dmaic/
DMAIC is a methodology for improving existing processes. DMAIC stands for Define, Measure, Analyze, Improve, and Control.
https://goleansixsigma.com/lean-six-sigma-step-by-step/
Six Sigma Tutorial for Beginners | Six Sigma Explained | Invensis LearningInvensis Learning
(*** Lean Six Sigma Green Belt Certification: https://bit.ly/39XiKM3 ***)
This Presentation on "Six Sigma Tutorial" explains the fundamentals of Six Sigma with examples. Following are the topics which are included in this Six Sigma explained video:
1. Understanding Organizational Challenges
2. Benefits of Six Sigma
3. What is Six Sigma
4. Three Levels of Six Sigma
5. Six Sigma Philosophy
6. Amazon Six Sigma Case Study
Subscribe to our channel: https://bit.ly/3dmqNQS
Click here to check upcoming webinars on Quality Management: https://goo.gl/M9v8oP
About Invensis Learning:
Invensis Learning is a pioneer in providing globally-recognized certification training courses for individuals and enterprises worldwide. We have trained and certified 15,000+ professionals from 50+ courses through multiple training delivery modes.
Invensis Learning provides live online training on Lean Six Sigma Certification Belts. These Lean Six Sigma courses are accredited by IASSC.
Lean Six Sigma Yellow Belt: https://bit.ly/3o9SD8H
Lean Six Sigma Green Belt: https://bit.ly/2VmvdAM
Lean Six Sigma Black Belt: https://bit.ly/3lm8WO1
Other Lean Six Sigma Trainings: https://bit.ly/3g0c54T
For more information please visit our website: https://www.invensislearning.com
Follow Us on:
Facebook: https://www.facebook.com/invensislearn/
LinkedIn: https://www.linkedin.com/company/inve...
Twitter: https://twitter.com/invensiselearn/
Problem solving road map to guide anybody who must improve a process that is slow, defective, inflexible, unresponsive, costly and risky.
Do you have any like that in your organization?
Of special use for teams following Lean Six Sigma methods (green belt and black belt projects).
Follows DMAIC structure integrated with Lean thinking and tools.
ASSOCIATED KEYWORDS:
Shewhart, Deming, Ohno, Ishikawa, lean, toyota, tps, toyota kata, lean six sigma, project management, six sigma, green belt, black belt, champion, coach, master black belt, deliverables, road map, project management, project plan, DMAIC, LSS, Define, Measure, Analyze, Improve, Control, Sustain, project charter, business case, team, problem solving, milestone, tollgate, baseline, process map, SIPOC, gemba, 7 wastes, 8 wastes, gemba walk, waste walk, spaghetti chart, flow chart, RACI, swimlane, VSM, value stream map, quick wins, operational definition, gage r&r, basic quality tools, check sheet, run chart, histogram, data statification, first time yield, FTY, rolled throughput yield, RTY, COPQ, hidden factory, rework, SPC, Western Electric rules, pareto, prioritization, input, process, output, box plot, scatter plot, correlation, causation, system, 5 whys, cause effect, fishbone, FMEA, hypothesis testing, root causes, quick win, drive out fear, respect for worker, kaizen, 5S, poka yoke, brainstorm, TRIZ, roles, responsibilities, PDCA, PDSA, pilot, roll out, implementation, status, implementation plan, business process management, BPM, KPI, target, performance, response plan, control plan, SOP, inverted pyramid, organization, sustain, plan, budget, communication, training, change, management, adoption, business, capability, prosperity, value, realization, results, replicate, integrate
Basic understanding of lean six sigma approach for improvementViral Jain
Before we start working on a project for process improvement.
It is very important to create awareness.
I made this presentation to provide basic understanding of Lean and six sigma.
Usually audience used to be SME, process owner and Higher management people.
After this training ,audience gets a roadmap/ strategy for improvement and how I will help them to improve.
I take their inputs after training and than we start with VOC, VOB and identification of problems and this is how I prefer to start.
Six Sigma Project Case Study Overview, from the General Electric "At the Customer, For the Customer" Six Sigma Program, led by Lean Six Sigma Master Black Belt and President of the International Standard for Lean Six Sigma (ISLSS) and Owner of the Lean Six Sigma Group
This presentation is for the personnel who are going to be a part of Six Sigma project as process owner or team member & need to know the basics.
The scope of this presentation is “Overview” & “Define” of Six Sigma.
I've been asked to put together a basic (and therefore relatively quick) introduction to Lean Six Sigma & DMAIC. While it’s not yet finished, I thought I would put it out there for people to comment on. Since the presentation is supposed to be training material there’s more text on the slides than I would prefer, but there are a few exercises and games to get the trainees involved.
I've put the PowerPoint version on my blog:
http://alesandrab.wordpress.com/2013/06/07/introduction-to-lean-six-sigma-dmaic/
DMAIC is a methodology for improving existing processes. DMAIC stands for Define, Measure, Analyze, Improve, and Control.
https://goleansixsigma.com/lean-six-sigma-step-by-step/
Six Sigma Tutorial for Beginners | Six Sigma Explained | Invensis LearningInvensis Learning
(*** Lean Six Sigma Green Belt Certification: https://bit.ly/39XiKM3 ***)
This Presentation on "Six Sigma Tutorial" explains the fundamentals of Six Sigma with examples. Following are the topics which are included in this Six Sigma explained video:
1. Understanding Organizational Challenges
2. Benefits of Six Sigma
3. What is Six Sigma
4. Three Levels of Six Sigma
5. Six Sigma Philosophy
6. Amazon Six Sigma Case Study
Subscribe to our channel: https://bit.ly/3dmqNQS
Click here to check upcoming webinars on Quality Management: https://goo.gl/M9v8oP
About Invensis Learning:
Invensis Learning is a pioneer in providing globally-recognized certification training courses for individuals and enterprises worldwide. We have trained and certified 15,000+ professionals from 50+ courses through multiple training delivery modes.
Invensis Learning provides live online training on Lean Six Sigma Certification Belts. These Lean Six Sigma courses are accredited by IASSC.
Lean Six Sigma Yellow Belt: https://bit.ly/3o9SD8H
Lean Six Sigma Green Belt: https://bit.ly/2VmvdAM
Lean Six Sigma Black Belt: https://bit.ly/3lm8WO1
Other Lean Six Sigma Trainings: https://bit.ly/3g0c54T
For more information please visit our website: https://www.invensislearning.com
Follow Us on:
Facebook: https://www.facebook.com/invensislearn/
LinkedIn: https://www.linkedin.com/company/inve...
Twitter: https://twitter.com/invensiselearn/
Problem solving road map to guide anybody who must improve a process that is slow, defective, inflexible, unresponsive, costly and risky.
Do you have any like that in your organization?
Of special use for teams following Lean Six Sigma methods (green belt and black belt projects).
Follows DMAIC structure integrated with Lean thinking and tools.
ASSOCIATED KEYWORDS:
Shewhart, Deming, Ohno, Ishikawa, lean, toyota, tps, toyota kata, lean six sigma, project management, six sigma, green belt, black belt, champion, coach, master black belt, deliverables, road map, project management, project plan, DMAIC, LSS, Define, Measure, Analyze, Improve, Control, Sustain, project charter, business case, team, problem solving, milestone, tollgate, baseline, process map, SIPOC, gemba, 7 wastes, 8 wastes, gemba walk, waste walk, spaghetti chart, flow chart, RACI, swimlane, VSM, value stream map, quick wins, operational definition, gage r&r, basic quality tools, check sheet, run chart, histogram, data statification, first time yield, FTY, rolled throughput yield, RTY, COPQ, hidden factory, rework, SPC, Western Electric rules, pareto, prioritization, input, process, output, box plot, scatter plot, correlation, causation, system, 5 whys, cause effect, fishbone, FMEA, hypothesis testing, root causes, quick win, drive out fear, respect for worker, kaizen, 5S, poka yoke, brainstorm, TRIZ, roles, responsibilities, PDCA, PDSA, pilot, roll out, implementation, status, implementation plan, business process management, BPM, KPI, target, performance, response plan, control plan, SOP, inverted pyramid, organization, sustain, plan, budget, communication, training, change, management, adoption, business, capability, prosperity, value, realization, results, replicate, integrate
Basic understanding of lean six sigma approach for improvementViral Jain
Before we start working on a project for process improvement.
It is very important to create awareness.
I made this presentation to provide basic understanding of Lean and six sigma.
Usually audience used to be SME, process owner and Higher management people.
After this training ,audience gets a roadmap/ strategy for improvement and how I will help them to improve.
I take their inputs after training and than we start with VOC, VOB and identification of problems and this is how I prefer to start.
Six Sigma Project Case Study Overview, from the General Electric "At the Customer, For the Customer" Six Sigma Program, led by Lean Six Sigma Master Black Belt and President of the International Standard for Lean Six Sigma (ISLSS) and Owner of the Lean Six Sigma Group
A case study on how applied Six Sigma principles led to increased efficiency and overall improvement in decreasing cycle-time in Protocol Development and Clinical Study Start-Up.
Six Sigma Project Case Study Overview, from the General Electric "At the Customer, For the Customer" Six Sigma Program, led by Lean Six Sigma Master Black Belt and President of the International Standard for Lean Six Sigma (ISLSS) and Owner of the Lean Six Sigma Group
Application of Six Sigma on the Cricket Field.
This is a sample case study to demonstrate the application of Six Sigma methodology and tools for process improvement.
Six Sigma (Quality Management System)
Six Sigma seeks to improve the quality of process outputs by identifying and removing the causes of defects.
Six sigma process is one in which 99.9999966% of the products manufactured are statistically expected to be free of defects.
Six sigma is a very clever way of branding and packaging many aspects of TOTAL QUALITY MANAGEMENT.
Chapter 10 of ICT Project Management based on IOE Engineering syllabus. This chapter includes topic related to quality theories, quality planning, cost of quality and more on quality management of project. Provided by Project Management Sir of KU.
What is Quality Control
• Why implement Quality Control
• Quality Control Team
• Establishing a Quality Control Program
• Quality Control and Quality Assurance
• Quality Control Tools
• Measuring Success
• TQM, Six Sigma and ISO 9000
• Roadblocks and Barriers
The presentation deals with the basics of Dimensional Metrology.
The presentation includes the basic terminologies , including the following:
Measurement uncertainty: Understanding how to evaluate and report measurement uncertainty, which is the level of confidence in a measurement result.
Statistical analysis: Knowledge of basic statistical concepts, such as mean, standard deviation, and normal distribution, and their use in dimensional metrology.
Tolerance analysis: Understanding of tolerance limits, and how to apply them in dimensional measurements to determine if a part is acceptable or not.
Measurement systems analysis: Knowledge of how to evaluate the performance of measurement systems and identify sources of error.
The presentation depicted herein presents briefly an introduction of acceptance sampling along with some major differences amongst the widely used sampling standards.
Acceptance Sampling standards comparison. MIL-STD-105E, MIL-STD-1916, ISO 2859, ISO 3951. About AQLs and OC Curves.
Uncertainty of Coordinate Measuring MachinesHassan Habib
The presentation was delivered in the presentation of a conference paper at ICAYS (International Conference in Aerospace for Young Scientists) at Beihang University, Beijing, China. The topic takes into account the critical factors that effect the CMM measurements. The presentation represents the way of Guide to Expression of Uncertainty Measurement (GUM). All the formulas taken for the calculation are based on literature review.
The presentation takes into account widely used surface finishing processes including electroplating, anodizing, alodining, cadmium plating, zinc plating, phosphating, passivation
Calibration of Coordinate Measuring Machines (CMM)Hassan Habib
This presentation is made in an effort to impart information regarding the techniques used for the calibration of coordinate measuring machines. These versatile machines are today being used for the inspection of very precise and accurate mechanical components manufactured by keeping in view advanced geometrical dimensioning and tolerancing techniques.
It is a rudimentary emphasis on the importance of Child Labor. It concerns itself with some of the labor laws of Pakistan and points out how great the issue is world wide.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
Presented at NUS: Fuzzing and Software Security Summer School 2024
This keynote talks about the democratization of fuzzing at scale, highlighting the collaboration between open source communities, academia, and industry to advance the field of fuzzing. It delves into the history of fuzzing, the development of scalable fuzzing platforms, and the empowerment of community-driven research. The talk will further discuss recent advancements leveraging AI/ML and offer insights into the future evolution of the fuzzing landscape.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
Event Management System Vb Net Project Report.pdfKamal Acharya
In present era, the scopes of information technology growing with a very fast .We do not see any are untouched from this industry. The scope of information technology has become wider includes: Business and industry. Household Business, Communication, Education, Entertainment, Science, Medicine, Engineering, Distance Learning, Weather Forecasting. Carrier Searching and so on.
My project named “Event Management System” is software that store and maintained all events coordinated in college. It also helpful to print related reports. My project will help to record the events coordinated by faculties with their Name, Event subject, date & details in an efficient & effective ways.
In my system we have to make a system by which a user can record all events coordinated by a particular faculty. In our proposed system some more featured are added which differs it from the existing system such as security.
Courier management system project report.pdfKamal Acharya
It is now-a-days very important for the people to send or receive articles like imported furniture, electronic items, gifts, business goods and the like. People depend vastly on different transport systems which mostly use the manual way of receiving and delivering the articles. There is no way to track the articles till they are received and there is no way to let the customer know what happened in transit, once he booked some articles. In such a situation, we need a system which completely computerizes the cargo activities including time to time tracking of the articles sent. This need is fulfilled by Courier Management System software which is online software for the cargo management people that enables them to receive the goods from a source and send them to a required destination and track their status from time to time.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
3. If Quality is not delivered. . . .
There will be 20,000 wrong prescriptions each year
500 wrong surgical operations per week
2000 lost pieces of mail each hour
4. Quality Perspectives
• Quality from design perspective
• Quality from customer perspective
• Quality from operations perspective
6. What is Six Sigma?
A six sigma quality level corresponds to a process
variation equal to half the design tolerance while
allowing the mean to shift as much as 1.5 standard
deviations from the target.
8. 6σ Focus
•A focus on customer
•Participation and teamwork by everyone in the
organization
•A process focus supported by continuous
improvement and learning
9. Our presentation
1. DMAIC methodology
2. Difference between DMADV and DMAIC
3. Implementing Six sigma
4. Define
5. Measure
6. Analyze
7. Improve
8. Control
9. Advantages and limitations
13. DMADV vs. DMAIC
DMAIC DMADV
It is used when the
product or process is in the
respective industry
It is used for development
of new products or for
products that are non existent
in the industry
Define
Measure
Analyze
Improve
Control
Define
Measure
Analyze
Design
Verify
14.
15. The “Define” phase
What is defining the problem?
It entails:
• Selecting the problem to address
• Clearly defining the improvement opportunity
• Building commitment among all stakeholders and
• Understanding the process and customer
• Requirements from a high-level perspective.
17. Common Problems
Conformance problem
Unstructured performance problems
Efficiency problems
Product design problems
Process design problems
18. Choosing the best problem
Impact on customers and organizational
effectiveness
Probability of success
Impact on employees
Fit to strategy and competitive advantage
Financial return
19. Choosing the best problem
Pareto analysis
Most common sources of defects
Frequency
Defects
20.
21. The “Measure” phase
What is Measuring?
“Measurement is the act of quantifying the
performance dimensions of products, services,
processes and other business activities.”
22. The “Measure” phase
What is Measuring?
It focuses on:
• Understanding the current performance
• Collecting any necessary data needed for analysis
• Assessment of the measurement system to ensure
validity
23. The “Measure” phase
Selecting process metrics
Identify all customers of the system
Define the work process that provides the product
Define the value-adding activities that compose the
process
Develop specific performance measures
Evaluate the performance to ensure their
usefulness
24. The “Measure” phase
Data Collection techniques
Check Sheets
Sampling
Histograms
Control charts
Process capabilities
28. The “Measure” phase
Data Collection techniques
Check Sheets
Sampling
Histograms
Control charts
Process capabilities
29.
30. The “Analyze” phase
What is Process Analysis?
“Analysis refers to an examination of processes,
facts, and data to gain an understanding of why
problems occur and where opportunities for
improvement exist.”
37. The “Improvement” phase
What is Process Improvement?
“It is the apex of the DMAIC methodology and
defines the step in which the processes are to be
improved to deliver the requirements to the
respective customers.”
48. The “Control” phase
What is Process Control?
“It is the activity of ensuring that project
improvements will be sustained by tracking key
performance measures and CTQs.”
49. The “Control” phase
Components of Process Control
A standard goal
A means of measuring accomplishments
Comparison of actual results with standard,
along with feedback to form the basis for
corrective action
50. The “Control” phase
Sustaining the developed processes
Inspection
Corrective measures
Short term
Long term
Audits
Standard Operating Procedures
SPC
53. Prerequisites of six sigma
What is needed?
Committed leadership from top management
Integration with existing initiatives
Disciplined customer and market intelligence
gathering
A bottom-line orientation
Training
Continuous reinforcement
54. Advantages of six sigma
Fruits that six sigma yields
Began in 1920s as manufacturer of car radios
In 1970s it changed its focus from products to
customers
In 1987 it announced its goal of “six sigma”
Six sigma saved Motorola a total of $17 billion in
the years between 1986 and 2008
55. Advantages of six sigma
Fruits that six sigma yields
Ford started to work on six sigma in 1999
Six sigma team comprised of top 350 people in
2000 for six sigma training
$6 million were invested to purchase
Results in $300 million savings
56. Limitations of six sigma
Difficulties
The challenge of having quality data
The right selection and prioritization of the projects
The Cost of Poor Quality (COPQ) and sigma quality
level needs more justification