Upload
tranphuc
View
238
Download
0
Embed Size (px)
Citation preview
Personal background
Education
• BS Statistics, University of Tennessee
• MS Statistics, University of Tennessee
Eastman Chemical Company
• 22+ years
• Mostly in Applied Statistics Group
• Applied Statistics Group Leader for past four years
Professional Leadership
• ASQ Chemical and Process Industries Division
• ASQ/ASA Fall Technical Conference
2
The Story of Eastman
Who we are
4
A global specialty chemical company headquartered in Kingsport,
Tennessee
Approximately 14,000 employees and over 40 manufacturing sites around
the globe
Serving customers in approximately 100 countries
A company dedicated to environmental stewardship, social responsibility
and economic growth
2014 ENERGY STAR® Partner of the Year Sustained Excellence
2014 Ethisphere’s World’s Most Ethical ® Companies
2014 Glassdoor Employees’ Choice Best Places to Work (# 4)
2013 revenue of $9.4 billion
Diversified product lines & technologies
5
16% Building & Construction
17%
Transportation
16% Consumables
15% Tobacco
14% Industrial
Chemicals &
Processing
6% Health & Wellness7% Durables Goods
3% Energy, Fuels & Water
2% Electronics
2% Agriculture
2% Other
2013 sales revenue by market
Transportation: Innovative products in attractive
market segments
LLumar® V-KOOL®
High-performance auto tint
►
Eastman PlasticizersFlexible underbody coatings
►
► OEM
After Market►
Eastman Adhesion Promoters TPO bumper primers/coatings
►
Saflex®
Interlayer glass laminate ►►
Santoflex®
Antidegradants for tires►►
Solus®
Performance additives►►
Crystex®
Vulcanizing agent for tires►►
Eastman SolventsAutomotive OEM coatings
►
6
Eastman® Cellulose EstersPerformance additives
►
►
Note: “OEM” is original equipment manufacturer
Eastman PerformanceResins Additives for tires
►►
Cerfis®
Technology
Saflex®
Advanced interlayers
Optifilm®
Additives for low
VOC paint
Vista® LLumar®
IQue® EnerLogic®
Performance films
Eastman 168®
Plasticizers
Texanol®
Ester alcohol
Eastoflex®
Commercial roofing
Eastoflex®
Insulated glass sealants
Piccotac® Eastotac®
Carpet construction
Building & construction: Leading products in
attractive market segments
Gila®
Performance films
7
• Copolyester
• PVB sheet
• Branded
window film
• Cellulosic
polymers
• Non-phthalate
plasticizers
• Hydrocarbon
resins
• Acetate tow
• Acetate yarn
• Cellulosic
polymers
• Insoluble sulfurs
• Aldehyde
derivatives /
ketones
Eastman is a market leader
8
of our sales revenue is from product lines in
leading market positions2/3Additives &
Functional ProductsFibers
Adhesives &
Plasticizers
Advanced
Materials
Specialty Fluids
& Intermediates
#1 #1 or#2#1 or
#2 #1
• Oxo alcohols in
Americas
• Heat transfer
and aviation
hydraulic fluids
#1 or#2
Data Science at Eastman
9
Data Science
Applied Statistics
Operations Research
Business Analytics
Business Intelligence
Applied statistics group
Kevin Jones
NC State
Allen Cheek
Virginia Tech
Arved Harding
Virginia Tech
Howard Rauch
Virginia Tech
Mike Morrow
Purdue
Kevin White
Tennessee
Ashley Nelson
Virginia Tech
10
Josh Washburn
Virginia Tech
Applied statistics group
A long history…first formed in the late 1960’s
8 MS statisticians…and hiring
11
Our vision
Eastman has a culture where statistical methods are
integrated in decision making processes and statisticians
are influential leaders in the organizations they support
Our basic strategy
12
Area assignments• Emphasis on technology and manufacturing
• Area management process support of top projects
Training courses• Statistical Process Control
• Applied Statistical Methods
• Design of Experiments
Collaboration• Business Analytics
• Six Sigma
• Other analytic groups
Tools we use
13
Design of experiments
• Factorial experiments
• Fractional factorials
• RSM
• Split-plot
• Optimal experiments
• Mixture experiments
Statistical process control
• Control charts
• Process capability studies
Measurement systems analysis
• Gauge R&R studies
Variance component studies
Mixed models
Regression modeling
Nonlinear modeling
Multivariate statistics
Time series
Categorical data analysis
Reliability statistics
Software
• JMP Pro
• Minitab
• Design-Expert
• SAS
• R
What I like about being Statistician at Eastman
Variety of projects and tools
Influencing key decisions
Consulting and teaching
Group collaboration
Professional development
• Statistical
• Eastman (chemistry and business)
• Consulting
• Leadership
Eastman culture
Current Opportunities at Eastman
(full-time and summer 2015 internship)
15
Applied Statistics
• Technical expertise
• Applied learner
• Communication skills
• Relationship builder
• Consulting skills
• Ability to manage multiple
projects
• Statistical software
• MS or PhD in Statistics or
Applied Statistics
Business Analytics• Analytic capabilities
• Programming
• Data manipulation
• Business acumen
• Consulting skills
• Relentless curiosity
• MS or PhD in a relevant field such as Business Analytics, Statistics, Mathematics, Computer Science, or Operations Research
Additives & Functional ProductsWell positioned for sustainable growth
18
Sales revenue by end-market
15% Building & Construction
49% Transportation
4% Industrial Chemicals& Processing
8% Consumables
2% Health & Wellness
14% Durable Goods
1% Electronics
Broad product portfolio of specialty
polymers, solvents and additives
for rubber
Leading in attractive segments of
transportation and building &
construction markets
Examples of end-use products include
tires, automotive coatings, paint and inks
7% Other
1% Energy, Fuels & Water
6% Durable Goods
10% Health & Wellness
Adhesives & PlasticizersSustainability, innovation, and growing consumer base in key end-
markets and developed markets driving growth
8% Industrial Chemicals
27% Building & Construction
41% Consumables
6% Other
1% Transportation
Sales revenue by end-market
& Processing
19
One of the world’s largest suppliers of
resins and non-phthalate plasticizers
Adhesives
• Examples of end-use products
include baby diapers, tapes,
labels, and nonwoven
consumables
Plasticizers
• Blended with other materials to
modify their properties, such as
making rigid plastic flexible
• Examples of end-use products
include flooring, sealants, and
medical devices
Advanced MaterialsEnd-market diversity is a source of strength
20
Sales revenue by end-market
10% Health & Wellness
17% Building & Construction
20% Consumables
27% Transportation
5% Industrial Chemicals
7% Electronics
14% Durable Goods
& Processing
1% Other
Advanced Materials segment includes
three product lines:
• Specialty Plastics
Known for clarity, strength, durability,
and chemical resistance
Used in a variety of end-use products
such as consumables, medical
devices, electronics and packaging
• Interlayers
Improve products people depend on
every day, such as car windshields
and home windows
• Performance Films
Improve the efficiency, safety and
functionality of windows and glass
surfaces as well as electronic devices0% Energy, Fuels & Water
21
FibersA global business with 79% of sales revenue outside
North America
One of Eastman’s oldest and
most profitable businesses
World’s largest producer of
acetate yarn
One of the world’s two largest
suppliers of acetate tow
Key end-use products include
cigarette filters, clothing, and
home furnishings
Specialty Fluids & IntermediatesDiverse end-markets support robustness in demand
22
10% Energy, Fuels& Water
9% Consumables
8% Agriculture
17% Building & Construction
40% Industrial Chemicals
8% Health & Wellness
& Processing
5% Transportation
1% Durable Goods
2% Other
Sales revenue by end-market
• Market and manufacture over 150
products:
• Intermediates, which are
products that go into the
manufacturing of other products
• Performance and custom-
manufactured chemicals, such
as heat transfer and aviation
hydraulic fluids
• Largest marketer of acetic anhydride
in the U.S.
• Only U.S. producer of acetaldehyde