impact of chemometrics: industrial perspective and the ... · •chemometrics is playing a crucial...

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Impact of Chemometrics: Industrial Perspective and The View from Eigenvector Barry M. Wise President Eigenvector Research, Inc.

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Page 1: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Impact of Chemometrics:Industrial Perspective and The

View from Eigenvector

Barry M. WisePresident

Eigenvector Research, Inc.

Page 2: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Outline• Results from 2006 Survey for FACSS• Eigenvector’s view

• Some favorite applications• Eigenvector stats

Page 3: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention
Page 4: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Who took the survey?

69 responses

Page 5: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Chemometrics has positive impact on bottom line

Page 6: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Applications successful and remain in use

Page 7: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Implementation problems due to lack of people, not software

Page 8: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Product quality improved and some waste reduced

Page 9: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Less impact on environment and development time

Page 10: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Users see value in several main usage areas

Page 11: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Chemometrics appears to be

paying for itself…

Page 12: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

…but most haven’t defined metrics to quantify impact

Page 13: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Majority are not willing to share their success stories!

Page 14: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Chemometricians a little more enthusiastic than non-chemos

Page 15: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Split between petrochemical and instrument makers

Page 16: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Comments…Many of the questions seemed to… [say] that importance is based on amount of money saved. In myarea of work (in Research as opposed to Development or Engineering), the impact and value of chemometrics has been to enable things that weren't possible before. The impact in dollars of this is difficult to quantitate.

A Pharmaceutical Scientist

Page 17: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

…comments…

A very vital yet scarce skill set. Universities that offer science based courses should include a chemometrics module in all undergraduate courses.

A Pharmaceutical Manager

Page 18: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

…comments…

Questions 5 and 6 would have benefited from "more choices". The chief obstacle that I encounter is the lack of software interoperability.

A Manufacturing Engineer

Page 19: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

…comments…

Our reasons for not being willing to share may have more to do with bureaucratic hassles than actually trying to keep things secret for competitive advantage purposes.

A Manufacturing Engineer

Page 20: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

…last comment.

Unless we can make Chemometrics easier and cheaper to use I believe it will be relegated within the process analytics community to a very small role.

At this point I think its more of an expensive hooker than a marriage.

A Petrochemical Engineer

Page 21: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Survey Conclusions• Chemometrics is playing a crucial role in many

important industrial applications• Still some areas that need attention

• Software interoperability• Cost• Lack of trained personnel

• Like any marriage, still some areas to work on• Successful-I think so!

Page 22: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Eigenvector Projects• Prediction of Ozone Forming Potential of automobile exhaust • Fault detection and classification in semiconductor plasma etch• Detection of atherosclerotic (vulnerable) plaques• Cervical cancer detection• Measurement of natural gas energy content at the wellhead • Hyper-spectral remote sensing• Typing urinary tract infections• Muscle oxygenation monitoring (Children’s Orthopedic)• Multimodal analysis of limb ischemea• Many, many more .......

Page 23: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention

Eigenvector Stats• License seats: 2000-3500

• 50+ countries• 800+ companies• 700+ universities

• Short courses• 100+ courses given• 1000+ students• Planning 9th Annual Eigenvector University

• six days, 15 courses, ~45 participants

Page 24: Impact of Chemometrics: Industrial Perspective and The ... · •Chemometrics is playing a crucial role in many important industrial applications •Still some areas that need attention