The presentation is about basic statistical techniques and how statistics can be used effectively in the quality control and process control. It also presents statistical package Minitab version 16 and some of its applications in the field of statistical process control.
The presentation is about basic statistical techniques and how statistics can be used effectively in the quality control and process control. It also presents statistical package Minitab version 16 and some of its applications in the field of statistical process control.
The seven traditional tools of quality – New management tools – Six-sigma: Concepts, methodology, applications
to manufacturing, service sector including IT – Bench marking– Reason to bench mark, Bench marking process –
FMEA – Stages, Types
organizes a large number of ideas into their natural relationships, shows cause-and-effect relationships and helps you analyze the natural links between different aspects of a complex situation.
This presentation is a collection of 24 useful tools for problem solving. It includes the basic and advanced QC tools and are applicable to all types of industries.
Simply presented using a 'Purpose', 'When To Use' and 'Procedure' format, these tools can be applied to add greater breadth and depth to your PDCA, DMAIC, or 8D, etc. problem solving projects.
The tools include the following:
1. Flow Chart
2. Brainstorming
3. Gantt Chart
4. Stratification
5. Check Sheet
6. Bar Chart
7. Waterfall Chart
8. Line Graph
9. Pie Chart
10. Belt Graph
11. Radar Chart
12. Control Chart
13. Pareto Chart
14. Cause & Effect Diagram
15. 5 Whys
16. Histogram
17. Scatter Diagram
18. Affinity Diagram
19. Relations Diagram
20. Tree Diagram
21. Matrix Diagram
22. Matrix Data Analysis Chart
23. Arrow Diagram
24. Process Decision Program Chart
Quality control is a process that is used to ensure a certain level of quality in a product or service. It might include whatever actions a business deems necessary to provide for the control and verification of certain characteristics of a product or service. Most often, it involves thoroughly examining and testing the quality of products or the results of services. The basic goal of this process is to ensure that the products or services that are provided meet specific requirements and characteristics, such as being dependable, satisfactory, safe and fiscally sound.
Check sheet
Control chart
Histogram
Ishikawa Diagram
Pareto Chart
Scatter diagram
Flow chart
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
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.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
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.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
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.
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
2. Subject
Name:
TOTAL QUALITY
MANAGEMENT
Subject
Code:
GE67
57
Unit No: 3
Year: III Branch: CSE
Faculty
Name:
M.SENTHIL KUMAR
Topic
No.
Topic Name
Sources
*Mode of
teaching
Real life /
Real time
Application
s
Cumulative
Period
Chapter
No
Page
No
17.1
The Seven Traditional Tools
of Quality(Check sheet,
Pareto Chart, Flow chart,
Cause & Effect Diagram)
W1 --- PPT
Mercedes
Benz
13
17.2
The Seven Traditional Tools
of Quality(Histogram,
Scatter Diagram, Control
Chart)
W1 --- PPT 14
18.1
New Management Tools
(Affinity diagram, Inter-
relationship diagram, Tree
T1 443 PPT
Ford
Customer
care
15TQM by ... M.Senthil
Kumar
2
3. 18.2
New Management Tools
(Prioritization matrices,
PDPC, Arrow Diagram)
T1 443 PPT
Ford
Customer
care
16
19.1
Six Sigma – Concepts &
Methodology
T1 147
VIDE
O
Toyota and
Honda 17
19.2
Six Sigma – Applications
to manufacturing
T1 149
VIDE
O
Toyota
and
Honda
18
20
Service Sector including
IT
T1 223 BB
IBM’s -
Service
19
21.1
Bench marking – Reason
to bench mark
T1 207 PPT Bell
Telephone
Laboratorie
s
20
21.2
Bench marking –
Benchmarking process
T1 207 PPT 21
22.1 FMEA – Stages T1 377 BB
IBM’s
Customer
Relationshi
22
TQM by ... M.Senthil
Kumar
3
5. TQM by M.Senthil Kumar5 home
The Seven Traditional Tools of Quality
Check Sheet
Pareto chart
Flow chart
Cause and Effect
Diagram
Histogram
Scatter Diagram
Control chart
6. TQM by ... M.Senthil Kumar
• Check sheet is a Form/Document used to collect
data in real time at the location where the data is
generated.
• Central tool for Quality Assurance programs.
• Specially useful for operational procedures.
• Could be derived from the flowchart and fishbone
diagrams.
6 home
Check Sheet
8. TQM by ... M.Senthil Kumar
• A Pareto Chart is a type of chart that contains both
bars and line graph, where individual values are
represented in descending order by bars and the
cumulative total represented by the line graph.
• A graph to identify and plot problems /defects in
descending order of frequency.
• Principle of Pareto chart is: 80% of problems stem
from 20% of the various causes.
8 home
Pareto chart
10. Flow Chart
TQM by ... M.Senthil Kumar10
• A Flow Chart is a type of diagram that represents an
algorithm, workflow (or) process, showing the steps
as boxes of various kinds and their order by
connecting them with arrows.
• A Pictorial representation of describing a process
used to plan stages of a project or program.
home
12. TQM by ... M.Senthil Kumar
• Also known as ISHIKAWA diagram and Fishbone
diagram.
• A diagram showing the cause of a certain event.
(i.e.) used to identify potential factors causing an
overall effect, also used to see all possible causes of
a result and hopefully find the root causes of
imperfection.
• It is called as fish-bone diagram because its shape is
similar to side view of a fish skeleton.
12 home
Cause and Effect Diagram
14. TQM by ... M.Senthil Kumar14
• It is a graphic summary of variation in a set of data and an
estimate estimate of the probability distribution of a
continuous variable (quantitative variable).
• A One uses the graph to show frequency distributions. It
looks very much like a bar chart.
• Sometimes it is said to be derived from the Ancient
Greek ἱστός (histos) – "anything set upright“
and γράμμα (gramma) – "drawing, record, writing". It is
also said that Karl Pearson, who introduced the term in
1891, derived the name from "historical diagram".
home
Histogram
16. •A scatter diagram is effectively a line graph with no line
- i.e. the point intersections between the two data sets are
plotted but no attempt is made to physically draw a line.
•A type of mathematical diagram using Cartesian
coordinates to display values for typically
two variables for a set of data.
•Sometimes it is called as scatter plot or scatter graph.
TQM by ... M.Senthil Kumar16 home
Scatter Diagram
17. -3
-2
-1
0
1
2
3
4
0 2 4 6 8
ExampleofScatterdiagram
Percentage of students attended special class
Students Satisfaction Scores
Satisfation
score
TQM by ... M.Senthil Kumar17 home
18. •Also called Shewhart charts or process-
behavior charts, in statistical process control are
tools used to determine if a manufacturing
or business process is in a state of statistical
control.
•The control chart is a graph used to study how a
process changes over time. Data are plotted in time
order.
•A control chart always has a central line for the
average, an upper line for the upper control limit
and a lower line for the lower control limit.TQM by ... M.Senthil Kumar18 home
Control Chart
20. TQM by M.Senthil Kumar20 home
The New Management Tools of Quality
Affinity Diagram
Inter-relationship
diagram
Tree Diagram
Matrix diagrams
Prioritization Matices
PDPC
Activity Network
Diagram
22. Affinity Diagram
•Also Called as affinity chart, K–J method Variation,
thematic analysis.
•An Affinity Diagram is a special type of
brainstorming process that is used for organizing
large groups of information into meaningful
categories. It helps us to clarify and make sense of a
large or complex problem .
TQM by ... M.Senthil Kumar22 home
23. Gift for all
Pen drive
Stationary
Items
Sweet box
TQM by ... M.Senthil Kumar23
Process
Record each idea on cards or notes
Look for ideas that seem to be related
Sort cards into groups until all cards have been used.
Tour to Ooty
Enough
Amount
Celebration
at Ooty
New Year Celebration
in SSCE
home
24. Inter-Relationship Diagraph
•Shows cause–and–effect relationships. The
process of creating a relations diagram helps
a group analyze the natural links between
different aspects of a complex situation.
•Also called Network diagram or relations
diagram.
TQM by ... M.Senthil Kumar24 home
25. TQM by ... M.Senthil Kumar25 home
Example of Inter-relations diagram for identifying the potential causes
of late delivery:
• ‘Poor scheduling practices’ (6 outgoing arrows),
• ‘Late order from customer’ (5 outgoing arrows),
and
26. Tree Diagram
TQM by ... M.Senthil Kumar26
home
•Also called systematic diagram, tree
analysis, analytical tree, hierarchy diagram.
•Used to break down broad categories into
finer and finer levels of detail.
•It can map levels of detail of tasks that are
required to accomplish a goal or task.
27. TQM by ... M.Senthil Kumar27
Process
Develop a statement of the goal.
Ask a question that will lead you to the next level of
detail.
Brainstorm all possible answers. Write each idea in a line
below. Show links between the tiers with arrows.
Do a “necessary and sufficient” check. Are all the items at
this level necessary for the one on the level above?
Each of the new idea statements now becomes the subject:
a goal, objective or problem statement.
Continue to turn each new idea into a subject statement
and ask the question, till you reach a root cause.
Do a “necessary and sufficient” check of the entire
diagram. Are all the items necessary for the objective?
home
28. TQM by ... M.Senthil Kumar28
Enter a
shop
Vanilla
Nuts
Sprinkles
Straw Berry
Nuts
Sprinkles
Chocalate
Nuts
Sprinkles
home
Goal/Objective is to eat ice-cream with
toppings
Statement of
the goal
Subject of the
Goal
29. Matrix Diagram
•This tool shows the relationship between items. At each
intersection a relationship is either absent or present. It then
gives information about the relationship, such as its strength,
the roles played by various individuals or measurements.
•Shows the relationship between two, three or four
groups of information.
• The most common type in matrix diagram for using 7
management tools in planning is L-Shaped matrix.
•L-shaped matrix is for 2-variables.
TQM by ... M.Senthil Kumar29 home
30. L-shaped 2 groups A<->B (or A<->A)
T-shaped 3 groups B <->A<->C but not B<->C
Y-shaped 3 groups A<->B<->C<->A
C-shaped 3 groups All three simultaneously (3-D)
X-shaped 4 groups
A <-> B <-> C <-> D <-> A
but not A <-> C or B <->D
Roof-
shaped
1 group
A <-> A when also A <-> B in L
or TTQM by ... M.Senthil Kumar
30
Six Different shaped Matrices are:
home
31. Customer A Customer B Customer C
Requirement
1
♣ √ ♣
Requirement
2
√
♣ ♣
Requirement
3
♣ √ √
Example for L-Shaped matrix
TQM by ... M.Senthil Kumar31
home
32. Prioritization Matrices
TQM by ... M.Senthil Kumar32
This tool is used to prioritize items and describe them in
terms of weighted criteria. It uses a combination of tree
and matrix diagramming techniques to do a pair-wise
evaluation of items and to narrow down options to the
most desired or most effective.
This tools prioritize issues, tasks, characteristics based on
weighted criteria using a combination of tree and matrix
diagram techniques. Once prioritized, effective decisions
can be made.
home
34. PDPC – Process Decision Program Chart
TQM by ... M.Senthil Kumar
34
A useful way of planning is to break down tasks into a
hierarchy, using a Tree Diagram.
The PDPC extends the tree diagram a couple of levels to
identify risks and countermeasures for the bottom level tasks.
Different shaped boxes are used to highlight risks and
identify possible countermeasures.
The PDPC is similar to the Failure Modes and Effects
Analysis (FMEA) in that both identify risks,
consequences of failure, and contingency actions; the
FMEA also rates relative risk levels for each potential
failure point.
• identifying what can go wrong (failure mode or risks)
• consequences of that failure (effect or consequence)
• possible countermeasures (risk mitigation action plan)
home
35. TQM by ... M.Senthil Kumar35
home
What if?
Objective
Plan
symposium
Presentatio
n
Speakers
Late
Have a
Substitute
Audio/Video
Fails
Have Back up Use AV -
Person
Registratio
n
36. Activity Network Diagram
TQM by ... M.Senthil Kumar36
Also called as Arrow diagram, network diagram, activity
chart, node diagram, CPM (critical path method) chart.
This tool is used to plan the appropriate sequence or schedule
for a set of tasks and related subtasks. It is used when subtasks
must occur in parallel.
Shows the required order of tasks in a project or process, the
best schedule for the entire project, and potential scheduling
and resource pro
Two Types
• Arrow on Node.
• Arrow on Arrow.
home
37. TQM by ... M.Senthil Kumar37
home
Eg: showing the project turn-over in an
organization
38. TQM by ... M.Senthil
Kumar
38
Set of techniques and tools for continuous process
improvement.
Statistically oriented approach to process improvement,
designed to reach a quality level of less than 3.4 Defects Per
Million Opportunities (DPMO) for Critical-To-Quality
(CTQ) characteristics in a manufacturing or service process.
Data-driven approach and methodology for eliminating
defects (driving toward six standard deviations between the
mean and the nearest specification limit) in any process –
from manufacturing to transactional and from product to
service.
home
SIX SIGMA (Ϭ)
39. TQM by ... M.Senthil Kumar39
What is Six Sigma?
Types of Six Sigma
Lean Six Sigma.
home