Jenn Atlas

26
© 2020 Minitab, LLC. AUDIO - WEB: Please ensure your computer audio is activated with your speakers turned up. Jenn Atlas Global Market Development Manager Mark Ellis Area Marketing Manager Welcome! Streaming Analytics: Introducing the Next Generation of Statistical Process Control

Transcript of Jenn Atlas

Page 1: Jenn Atlas

© 2020 Minitab, LLC.

AUDIO - WEB:Please ensure your computer audio is activated with your speakers turned up.

Jenn Atlas

Global Market Development Manager

Mark Ellis

Area Marketing Manager

Welcome!

Streaming Analytics: Introducing theNext Generation of Statistical Process Control

Page 2: Jenn Atlas

Welcome toWebinar Wednesdays

Page 3: Jenn Atlas

© 2020 Minitab, LLC.

After this webinar, keep learning with Minitab:

• December 2Tips & Tricks for CART in Minitab Statistical Software

• December 9Time-to-Market and Design for Reliability at the Speed of Light in Signify [Case Study]

info.minitab.com/resources/webinars/webinar-wednesdays

Minitab Training is available worldwide! Learn more at minitab.com/training

3

Page 4: Jenn Atlas

Streaming Analytics:Introducing the Next Generation

of Statistical Process Control

Page 5: Jenn Atlas

Solutions analytics is our integrated approach

to enable organizations to make better decisions

that drive business excellence

Software & services used by over 85% of the Fortune 500

Page 6: Jenn Atlas

© 2020 Minitab, LLC.

How Do Minitab’s Solutions Analytics Help Your Business Succeed?

6

Discover Valuable Insights and Trends

Predict Results and Outcomes

Achieve Successful Products & Processes

Transform Data-Driven Decision Making Across Your Organization

…with our best-in-class Data Analysis and Process Improvement suite

Page 7: Jenn Atlas

© 2020 Minitab, LLC.

Jenn studies how organizations solve analytical problems to ensure that Minitab delivers on our commitment to make data analytics easier.

As a classically trained statistician, Jenn has worked, trained and consulted in the field of analytics for over 25 years.

Meet the Presenter:

Jenn AtlasGlobal Market Development Manager

Page 8: Jenn Atlas

© 2020 Minitab, LLC.

AGENDA

• Streaming Analytics: Introducing theNext Generation of Statistical Process Control

• Questions with Jenn AtlasEnter your questions anytime in the side Question Pane

Jenn Atlas

Global Market Development Manager

Mark Ellis

Area Marketing Manager

8

Page 9: Jenn Atlas

Streaming Analytics:The Next Generation of Statistical Process Control with Minitab ConnectAccelerate your Digital Transformation

Page 10: Jenn Atlas

© 2020 Minitab, LLC.

Operational Excellence

Driven by: Competition Digital Transformation Rising Customer Expectations Supply Chain disruptions

The execution of business strategy more effectively and consistently than the competition

10

Page 11: Jenn Atlas

© 2020 Minitab, LLC.

Continuous Improvement

A long-term approach to delivering superior qualityand business value to customers

11

Page 12: Jenn Atlas

© 2020 Minitab, LLC.

Statistical Process Control

12

Tools and methods that help characterize a process, monitor process behavior, and identify irregularities.

Page 13: Jenn Atlas

© 2020 Minitab, LLC.

Real-Time Statistical Process Control

13

Page 14: Jenn Atlas

© 2020 Minitab, LLC.

Control Charts

14

THE FIRST CONTROL CHART WAS DEVELOPED BY WALTER SHEWHART IN 1924

SOME PRACTITIONERS REFER TO THEM AS PROCESS BEHAVIOR CHARTS

A CONTROL CHART IS A SPECIALIZED TIME SERIES PLOT DESIGNED TO HELP IDENTIFY ABNORMAL PATTERNS OF VARIABILITY IN A PROCESS

THE INDIVIDUALS/MOVING RANGE AND X-BAR AND R CHARTS ARE AMONG THE MOST WIDELY USED CONTROL CHARTS FOR CONTINUOUS DATA

Page 15: Jenn Atlas

© 2020 Minitab, LLC.

What is a control chart?

A control chart detects changes in a process over time.

Page 16: Jenn Atlas

© 2020 Minitab, LLC.

Why do customers use control charts?

Control charts answer questions such as:

► Is the process stable over time?

► Is the process mean or variation shifting due to different lots of raw material?

► Is the process mean or variation shifting due to external causes, such as environmental conditions?

► Is the variation between production runs or batches higher than expected?

Page 17: Jenn Atlas

© 2020 Minitab, LLC.

Minitab Connect allows users to access and integrate data in a secure platform for

meaningful business intelligence.

17

Page 18: Jenn Atlas

© 2020 Minitab, LLC.

Example: Database ConnectionConnectors• Amazon Aurora• Amazon Redshift• Apache Hadoop• Apache HBase• Apache Hive• AWS RDS• Banner by Ellucian• Bureau of Labor Statistics• Couchbase• Google BigQuery• IRS Form 990• Microsoft SQL Azure• Microsoft SQL Server• MongoDB• Oracle• Oracle MySQL• PostgreSQL• SAP• Snowflake• Talend• Teradata• And many more

18

Page 19: Jenn Atlas

© 2020 Minitab, LLC.

Example: Manual data entry

Torque Measurements

19

Page 20: Jenn Atlas

© 2020 Minitab, LLC.

Data Entry with Control Chart

20

Page 21: Jenn Atlas

© 2020 Minitab, LLC.

Send Immediate Alerts

21

Page 22: Jenn Atlas

© 2020 Minitab, LLC.

Data Entry with Control Chart

22

Page 23: Jenn Atlas

© 2020 Minitab, LLC.

Notes

23

Page 24: Jenn Atlas

© 2020 Minitab, LLC.

Root Cause Analysis

24

What happened

How it happened

Why it happened

Actions to prevent

reoccurrence

Page 25: Jenn Atlas

© 2020 Minitab, LLC.

Page 26: Jenn Atlas

© 2020 Minitab, LLC.

Thank You!From all of us at