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1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - [email protected] Gary Horan, FAA (781) 238-7164 – [email protected] Impact of Semiconductor Technology on Aerospace Electronic System Design, Production, and Support National Software and Complex Electronic Hardware Standardization Conference July 26-28, 2005 Norfolk, VA
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Page 1: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

1

Lloyd Condra, Boeing Phantom Works(206) 655-8240 - [email protected]

Gary Horan, FAA(781) 238-7164 – [email protected]

Impact of Semiconductor Technology on Aerospace Electronic System Design,

Production, and Support

National Software and Complex Electronic Hardware Standardization Conference

July 26-28, 2005Norfolk, VA

Page 2: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

2

Avionics Experiences: 1990-Present

Today: Nanometer Scale

3-7 yr. life, targeted products

Mid 1990s: DMS 60% of

parts are obsolete within

5 years

Early 1990s: COTS Parts

Mil-spec mfrs. exit market

We “succeeded” because COTS parts were more reliable

than we had thought, and because of

improvements in quality and reliability

We are “coping” through aggressive

responses, and beneficial, but

temporary circumstances

• Tactical, short-term, and ad hoc solutions

• Each “solution” introduces a future DMS problem.

We cannot “succeed” or “cope” with tactics that we

have used in the past

Strategic, long-term solution based on

cooperation between semiconductor device

and avionics industries

Page 3: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

3

COTS-DMS-Obsolescence must be addressed as system-of-systems problem

System C – The Design-Build-

Use Cycle

System A – The Supply Chain

System B – The Platforms

Reactive, program-

specific COTS implementatio

n

Page 4: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

4

Outline

• Structural Changes in the Avionics Supply Chain

• Technological Advances in the Semiconductor Device Industry

• Part Level Solutions

• System and Architectural Solutions

• Summary

Page 5: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

5

Challenges

Structural Changes in the Avionics Supply Chain– Migration away from military and aerospace

markets– Growth of the Asian electronics industry– Semiconductor product definition and

design processes– Elimination of lead and other hazardous

materials

Technological Advances in the Semiconductor Device Industry (< 100nm technology)

– Short service life (3-10 years)– Narrow Temperature Ranges– Susceptibility to atmospheric radiation

Page 6: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

6

The Aerospace Electronics Supply Chain

1. Parts & materials suppliers

2. Board assemblers

3. Avionics OEMs,

Logistics, Maintenance and Repair

4. Platform integrators

5. Operators & regulators

Solder

Parts

Boards

Contract Mfg.

Aerospace Captive

Suppliers Customers

Aerospace ControlNon-aerospace Control

Page 7: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

7

The Global Electronics Market

Air Transport – 47%Military – 30%

Space – <1%

2010

20

0

10

30

40

1980 1990 2000

Mil

itar

y %

of

To

tal

Avionics EquipmentPiece parts

Equipment & part trends are parallel

General Aviation – 23%

Page 8: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

8

Computer47%

Communication21%

Consumer16%

Automotive8%

Industrial7%

Government>1%

Worldwide Semiconductor Markets:

Military and Aerospace market share declined for 4½ Decades

1995 = 1.6% 2002 = .5%

1994 Perry Directive accelerated COTS usage and Military IC demise

Asia-Pacific market surpassed US in 2002; gap will widen Military &

Source: Semiconductor Industry Association

Aerospace User’s best hope = appear as ONE customer!Aerospace User’s best hope = appear as ONE customer!

Page 9: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

9

Global Markets

Source: WSTS/SIA

% Share of Global Semiconductor Consumption

15%

20%

25%

30%

35%

40%

45%

1997 1998 1999 2000 2001 2002 2003 2004 2005

The Americas

Japan Europe

Asia Pacific

The World’s Largest Markets, by population:

China: 1,300,000,000

India: 1,065,000,000

European Union: 457,000,000

United States: 295,000,000

“China’s technological growth is phenomenal. The rapid development of semiconductor technologies is a measure of China’s success in obtaining and advancing technologies. The U.S. focus has been on war and security issues, while loss of technological dominance decreases future economic power.”

M.G. Pecht, IEEE Transactions on CPT, 09/2004

Page 10: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

10

China’s Technology is Catching Up Rapidly

Source: M.G. Pecht, IEEE Transactions on Components and Packaging Technologies, September 2004

10-5

10-4

10-2

10-1

100

101

102

Fea

ture

Siz

e, μ

1972 1976 1980 1984 1988 1992 1996 2000

0.500.13

5.0

0.10

2004 2008

State of the art in China

State of the art in other countries

Page 11: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

11

Semiconductor Device Design• Tradeoffs made among

– Performance (speed, no. of transistors, etc.)– Reliability (lifetime)– Cost (die/wafer, yield, etc.)– Time to market– Expected sales volume and market share

• Different design rules for different market segments• Design rules adjusted to ‘equalize’ wearout mechanisms• Data sheet ‘negotiated’ among engineering, marketing, accounting• Tests performed to assure minimum performance and ‘acceptable

probability of reliability’– Acceptance criterion is ‘zero failures’– Performance and reliability capability not investigated beyond above

requirements– Specific models used to accelerate key failure mechanisms

• Device put on market• Immediate work is started on performance enhancement and cost reduction • Published data sheet parameters may not exactly match actual device

performance

Page 12: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

12

Microcircuit DesignWhat We’re Used To:

Specifica-tion

•Data Sheet

•Environment

Design & Qualification•Stable rules

•Single version

•Standard tests

Production•Stable processes

Service

The Way It Is:

Specification, Design, & Qualification•Tradeoffs among performance, lifetime, cost, time to market, expected sales

•Multiple versions for multiple target markets

•Market-specific design rules and qual tests

•Zero failures in qualification

Production•Continuous improvement

•Cost reduction

Service•Data sheet may vary

Decades

3-10 years

> 5 yrs.

18-24 months

Page 13: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

13

Disappearing Margins

Device fallout in screening (uprating)

0.00

0.50

1.00

1.50

2.00

1996 1997 1998 1999 2000 2001 2002

% F

allo

ut

Source: Sypris, Inc.

1.0μ

0.1μ

0.35μ0.18μ

1990 1995 2000 2005

10

100

Ser

vice

Lif

e C

apab

ility

(y

ears

)

Typical service life goal (10 yrs.)

Margin

Source: E. Snyder (Sandia), IRPS, 2002)

Most semiconductor

devices are designed with

3-10 year service life

goals

Page 14: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

14

Impact on System Reliability

25,000 hrs.

19,000 hrs.

Assumptions:

• System includes 1,000 equivalent semiconductor devices, and system MTBF of 25,000 hours in 2002

• Decrease in system MTBF due only to increase in semiconductor device failure rate

• Device failure rate increases by >1.5 FITs per year

Assumptions:

• System includes 1,000 equivalent semiconductor devices, and system MTBF of 25,000 hours in 2002

• Decrease in system MTBF due only to increase in semiconductor device failure rate

• Device failure rate increases by >1.5 FITs per year

16,000

20,000

24,000

28,000

2000 2002 2004 2006 2008 2010 2012

Sys

tem

MT

BF Support costs

increase by 25%

Page 15: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

15

Semiconductor Device Wearout Models

kT

EexpAjMTTF an

e

ddV

BexpCMTTF

• Electromigration: migration of atoms in a conductor (Black’s equation)

• Hot Carrier Effects: high energy carriers degrade oxide; Lifetime related to drain voltage & Vdd

• Oxide Breakdown (TDDB): Formation of a conduction path through gate oxide

ox

a

kT

EexpDMTTF

Page 16: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

16

Preliminary Results:

System Design Tradeoffs

max,max,

11exp1exp

jj

aTDDB

dd

ddoxfTDDB TTk

Ex

V

VD

Time-dependent dielectric breakdown

max,

max, 11exp

jj

a

n

dd

ddfEM TTk

E

V

VD

Electromigration

max,

11exp

ddddfHCD VV

BD

Hot carriers

fTDDB

TDDB

fHCD

HCD

fEM

EMf

DDD

D

All mechanismsWithin limits, tradeoffs may be made among lifetime, speed,

voltage, and temperature.

D is the “derating factor,” i. e., the ratio of lifetime at “derated” conditions (voltage, temperature) to that at “data sheet” conditions.

Page 17: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

17

The Meaning of Life?

Or??

Wearout (intrinsic)

101

2010, < 1.2

2000, ~ 1.8

1990, ~ 3

100Log time (years in service)

Infant mortality (extrinsic)

Fai

lure

Rat

e

101

20102000

1990

100Log time (years in service)

Infant mortality (extrinsic)

Fai

lure

Rat

e

Wearout (intrinsic)

The wearout portion of the bathtub curve is not well-understood, and it

varies among manufacturers

There is not yet a compelling reason to change system safety and reliability analysis processes

Page 18: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

18

Effects of Atmospheric Radiation

Current estimates for SEU rates are

probably conservative by >2x

Current estimates for SEU rates are

probably conservative by >2x

Almost all testing is done on memories, but some tests on processors indicate they may

be more susceptible to atmospheric radiation

Almost all testing is done on memories, but some tests on processors indicate they may

be more susceptible to atmospheric radiation

0.80.050.003565

1.20.070.0190

2.50.150.025130

80.150.245250

Critical Charge (Si), fC

Sensitive Depth (SOI),

Sensitive Volume (Si), 3

Technology Node, nm

P. Roche, G. Gasiot, K. Forbes, V. O’Sullivan, V. Ferlet, “Comparisons of Soft Error Rate for SRAMs in Commercial SOI and Bulk Below the 130 nm Technology Node,” 2003 IEEE Nuclear and Space Radiation Effects Conference.

0.2

0.4

0.6

0.8

1

1.2

1.4

00 20 40 60 80 100

Altitude, Thousands of Feet

1-1

0 M

eV N

eutr

on

Flu

x,

n/c

m²s

ec

Test “portability” is not assured

Test “portability” is not assured

Page 19: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

19

Avionics Industry Response to Effects of Atmospheric Radiation on System Design

• Use error-correcting code

• Increase part redundancy

• May have to increase testing

• Use the methods of IEC TS 62396, Standard for the Accommodation of Atmospheric Radiation Effects via Single Event Effects within Avionics Equipment

Page 20: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

20

Aerospace Qualified Electronic Components (AQEC)

If necessary, issue a new part number

and data sheet

If necessary, issue a new part number

and data sheet

Start with the device

manufacturer’s “COTS”

component

Start with the device

manufacturer’s “COTS”

component

• Assure qualification, quality, reliability, design stability, etc.

• Assess the component’s capability to satisfy essential aerospace requirements

• Evaluate part availability and business issues

• Assure qualification, quality, reliability, design stability, etc.

• Assess the component’s capability to satisfy essential aerospace requirements

• Evaluate part availability and business issues

AQECAQEC

Page 21: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

21

AQEC Benefits and StatusBenefits• Promotes communication between semiconductor device and aerospace industry• Minimizes and reduces need for uprating or upscreening• Part performance characterized for avionics• DMSMS Management

– Improves part availability– Component Roadmaps– Improves configuration control

• Enables system design tradeoffs (performance, lifetime, supply voltage, speed, temperature, etc.)

• Enables ‘higher-level’ system options

Status• AQEC Definition approved by GEIA

Avionics Process Management Committee (APMC)

• AQEC Standard out for vote by GEIA G-12, GEIA APMC, JEDEC JC 13

• Under consideration by IEC TC 107, Process Management for Avionics

Who’s Involved• Semiconductor device mfrs.• Part distributors• Avionics manufacturers• Airframe integrators• DoD• NASA• FAA• Industry standards bodies

Page 22: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

22

C S

C SAvionics function certified

Part configuration migrates

C-AQEC Characterization S-Part configuration remains stable

C S

AQEC Enables Avionics System AQEC Enables Avionics System Functional Design StabilityFunctional Design Stability

Avionics function remains stable

Page 23: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

23

Architectural and System Options

Federated Systems

• System functions implemented by LRUs and related sensors, activators, etc.

• Distributed throughout the aircraft

• Parts in various environments

Integrated Modular Systems

• Central computing, shared across functions

• Maximum commonality of modules

• “Dumb” or “simple” sensors, actuators, backplanes, etc.

• Disposable or returnable elements

• Facilitates deferred maintenance

Page 24: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

24

System Considerations

• The most common approach to obsolescence (DMS) is to find replacement parts. It cannot be sustained as use of sub-100 nm COTS increases

• Many component issues must be addressed totally or partially at the system architecture and design levels

• Two promising system design approaches (from a component point of view) are modular electronics and disposable modules

• Why is aerospace the only major industry that still designs repairable circuit cards?

Page 25: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

25

Lead-free Electronics

Directive 2002/95/EC:

New electrical and electronic equipment put on the market

after 1 July 2006 shall not contain lead or other hazardous materials

• 2002/95/EC is “official” only in Europe

• Although likely exempt from legislation, aerospace will be “swept along” in the transition

• 2002/95/EC is “official” only in Europe

• Although likely exempt from legislation, aerospace will be “swept along” in the transition

Page 26: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

26

• There is no single “drop-in” replacement for Sn-Pb (tin-lead) eutectic solder

- All viable Pb-free alternatives have higher melting points, - Reliability is inconsistent

• Higher processing temperatures (up to 260°C)

impact component design and reliability- Potential latent defects

• Mixture of metallurgies on a single circuit board - Questionable reparability; no long term reliability data - Configuration control and obsolescence concerns

• No consensus on test protocols yet

• Component suppliers are commonly (>50%) switching to pure tin plating - Increased risk of tin whisker related failures

There Will Be New Component Leads and Plating, Board Materials, and Assembly Materials and Processes

SnPb

Sn0.7Cu

Photo Courtesy of NASA Goddard Space Flight Center http://nepp.nasa.gov/whisker

Cracked Solder Joint

Tin Whisker

Page 27: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

27

There Is No “Standard” Pb-free Alloy

Material EU Japan

Sn-Ag-Cu 64%

61%

Sn-Ag 8 9

Sn-Bi 4 0

Sn-Ag-Cu-Bi - 5

Sn-Zn-Bi - 9

Sn-Cu - 1

Others 4 -

Don’t know 20 15

Reflow Soldering Wave Soldering Component LeadsMaterial EU Japan

Sn-Ag-Cu 42% 64%

Sn-Ag 17 20

Sn-Bi 8 5

Sn-Ag-Cu-Bi 4 -

Sn-Zn-Bi - 2

Sn-Cu - 1

Others 4 8

Don’t know 25 -

Material US Japan EU

Pure Sn 39%

30% 26%

Pd-Au 1 4 15

Au-Ni 6 - 13

Sn-Ag-Cu 13 9 10

Sn-Ag 3 3 8

Sn-Bi 10 14 5

Sn-Cu 5 21 5

Ag - 4 5

Don’t know - - 13

Au 5 8 -

Sn-Ag-Cu-Bi - 2 -

Ni-Pd 1 1 -

Sn-Zn-Bi - 1 -

Ni-Pd-Au 8 - -

Sn-Pb 5 - -

Others 4 3 -

EU: Survey responses from 52 organizations

Japan: 95 assemblers and 100 suppliers

US: 71 suppliers

Sources (summarized by CALCE, U of MD):

• Japan Engineering and Information Technology Assocation Tech. Rep. “Result and Analysis of Pb-free Survey,” pp. 157-171, 2002

• Soldertech at Tin Technology 2nd European Roadmap, 2003

EU: Survey responses from 52 organizations

Japan: 95 assemblers and 100 suppliers

US: 71 suppliers

Sources (summarized by CALCE, U of MD):

• Japan Engineering and Information Technology Assocation Tech. Rep. “Result and Analysis of Pb-free Survey,” pp. 157-171, 2002

• Soldertech at Tin Technology 2nd European Roadmap, 2003

Page 28: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

28

Lead-free Electronics in Aerospace Project Working Group (LEAP WG)

• AIA - Aerospace Industries Association• AMC - Avionics Maintenance Conference• GEIA - Government Engineering and Information

Technologies Association• Includes all aerospace industry stakeholders• Producing common industry standards (level playing

field)– GEIA-STD-0005-1,Performance Standard for Aerospace and

Military Electronic Systems Containing Lead-free Solder– GEIA-STD-0005-2, Standard for Mitigating the Risks of Tin in

High-Reliability Applications– GEIA-HB-0005-1, Program Management and System

Engineering Guidelines for Managing the Transition to Lead-free Electronics

– GEIA-HB-0005-2, Technical Guidelines for Using Lead-free Solder in Aerospace Applications

Page 29: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

29

Summary of Recommendations

Factor Impact on Avionics System Avionics System Design Response

Decreasing aerospace market share – Asian market growth

Increasing obsolescence Use AQEC parts Disposable modular assemblies

Changes in device definition and design methods

Variations in device parametersLoss of configuration control

Use AQEC parts Periodically re-evaluate parts to confirm critical parameters are acceptable Anticipate parameter changes, e.g., speed Streamlined re-certification processes

Elimination of lead Decreased reliabilityRepairability issuesConfiguration control issues

Disposable modular assemblies Use LEAP WG documents Detailed knowledge of materials in avionics

Short service life Decreased reliability Disposable modular assemblies Tradeoff temperature, power, speed, reliability

Narrow temperature range Decreased reliability Tradeoff temperature, power, speed, reliability Disposable modular assemblies Put complex functions in environmentally-controlled regions of the aircraft

Susceptibility to atmospheric radiation

Increased single event rates Error-correcting code Part redundancy More testing Use IEC TS 62396

Sub-100 nanometer feature sizes

Increased integration of functions in smaller sizes

Disposable modular assemblies System-on-a-chip

Page 30: 1 Lloyd Condra, Boeing Phantom Works (206) 655-8240 - lloyd.w.condra@boeing.comlloyd.w.condra@boeing.com Gary Horan, FAA (781) 238-7164 – gary.horan@faa.gov.

30

Summary

• The challenges posed by the semiconductor device industry are not completely understood, even by those who are driving them.

• They are dynamic, and their rate of change is increasing.

• The semiconductor industry has limited motivation to consider the specific concerns of the aerospace industry

• Aerospace industry responses must be provisional, and open to modification as more information becomes available, or as current information becomes obsolete.

• Many COTS-DMS-Obsolescence problems must be addressed at the system level.


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