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System-in-Package Research within the IeMRC Prof. Andrew Richardson (Lancaster University) Prof. Chris Bailey (University of Greenwich) LANCASTER U N I V E R S I T Y Centre for Microsystems Engineering Faculty of Applied Sciences LANCASTER U N I V E R S I T Y Centre for Microsystems Engineering Faculty of Applied Sciences

SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

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Page 1: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

System-in-Package Researchwithin the IeMRC

Prof. Andrew Richardson (Lancaster University)Prof. Chris Bailey (University of Greenwich)

LANCASTERU N I V E R S I T YCentre for Microsystems

Engineering

Faculty of Applied Sciences

LANCASTERU N I V E R S I T YCentre for Microsystems

Engineering

Faculty of Applied Sciences

Page 2: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Project Statistics

• Design for Manufacture Methodology for SiP– Academic partners : Lancaster University & Greenwich– Industrial partners : NXP, Flowmerics, Coventor & Selex– £206K – Nov 2005 – Nov 2007– Focus : Reliability Engineering of SiP assemblies

• Solder ball and assembly reliability modelling• Embedded test & reliability indicators

– Uptake potential :• Through application of knowhow on NXP demonstrator,• capture of code within tools• Generic application of embedded test strategies

Page 3: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

What is System-in-Package, or SiP?

• The integration of several Integrated Circuitsand components of various technologies (RF,analogue, digital, in Si, in GaAs) in a singlepackage, resulting in one or several electronicsystems

• Related key words:– Heterogeneous Integration, System-on-Chip, SoP

Stacked StructuresSide-by-Side Structures

EmbeddedStructures

Page 4: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Market Trends : Industry moves to WLP

• Both TechSearch and Gartner confirms a significant growthof WLP deliveries

• 70% of WLP applied to Integrated Passives in 2005

Source: Gartner 1Q06 +TechSearch 3Q04

WLP Market Projection

0

2 000

4 000

6 000

8 000

10 000

12 000

14 000

16 000

18 000

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010

Mu

sh

ipm

en

t

Gartner

TechSearch

Gartner 1Q06

CAGR 04-09

33%

TechSearch 4Q04

CAGR 04-09

26%

• Expected CAGR 04-09 > 25%

Page 5: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Move to full silicon-based SiPs

year

MCM + discretepassives on laminate

MCM + discretepassives on laminate+ Integrated Passive

Multi-Chip Modules (MCM)

100%silicon-based

SiP

1990 1999 2004

Pro

porti

on o

f SiP

year

MCM + discretepassives on laminate

MCM + discretepassives on laminate

+ Integrated Passives

MultiChip Modules (MCM)

100%Silicon-based

SiP

1990 1999 2004

= leadframebased+ WL-CSP

Page 6: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Integration Trend

Passive/Interconnect dieActive Die

SMDs / Components

Discretes SolutionsPCB

MCM SolutionsPCB

Laminate + SMDs SolutionsPCB

Laminate + SMDs + Passive diePCB

Double Flip Chip assemblyPCB

Wafer Level PackagingPCB

3D WLP SiPsPCB

NXP SiP Platforms Trend

Page 7: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

WL-SiP: challenges

• Larger WL-CSP modules (because SiP are larger than current WL-CSP parts)– Board Level Reliability (solder fatigue issue)

• Larger WL-CSP modules– Board Level Reliability (solder fatigue issue)

• Assembly flow– Final Test– Marking– Packing– Storing

• Customer acceptance– Customers and assemblers (pick & place, under fill dispensing on PCB)– Designers (sockets for evaluation boards)– PCB makers: downwards CTE curve to be supported

Page 8: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Lancaster University

• Centre for Microsystems Engineering– 4 academic staff, 5 RA’s, 4 PhD’s– Delivered against £3.4M in grant income over the past 10

years– Leads the European Design for Micro & Nano Manufacture

community through the FP6 Network of Excellence(PATENT-DfMM)

Page 9: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

University of Greenwich

• Centre for Numerical Modelling and Process Analysis– 5 Profs, 20+ Post Docs, 40 + PhD’s– One of largest groups in UK

• Electronics and Microsystems– 2 Profs, 3 Post Doc’s, 5 PhD’s– Over £2m of support since 1998 in electronics and microsystems

modelling.

Page 10: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Modelling Methodology

SiP Data Inputs(Geometry, Materials, Failure Data)

Optimal SiP Structures

High Fidelity Modelling(Multi-Physics)

OPTIMISATION

Sensitivity AnalysisDesign Optimisation

Response SurfaceAnalysis

Reduced Order Models(Multi-Physics)

Design ofExperiments

UncertaintyAnalysis

Man

ufactu

ring

Test/R

eliability

Page 11: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

SiP Structure

Page 12: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Design Variables

1. PCB thickness (HPCB)2. Board level solder joints stand-off-height

(SOH)3. Passive die thickness (HDIE)

Page 13: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Design Steps Flow

1. Identify design points2. Simulate responses at each point:

• Joint Lifetime• Package Warpage

3. Construct Reduced Order

1. Account for– Uncertainties in Design Variables– Design for Reliability– Design for Robustness

Design of Experiments

FEA at experimentalpoints

Response SurfaceModelling (ROM)

Sensitivity Analysis

Design Task as OptimisationProblem / Design Solution

Uncertainties

Reliability Robustness

Page 14: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Finite Element Calculations

1) Warpage of the package: Dw2) Fatigue life of solder joints: Nf

Warpage at 125CSolder Joints Damage

Page 15: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Step 1: Virtual DoE

• Central Composite Design(CCD)

• 15 Design points• FEA Responses for

• Cycles to failure (Nf)• Warpage of SiP (Dw)

Factorial Point

Axial Point

Central Point

Page 16: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Step 2: Generate Reduced Order Model

• RoM to represent:– Warpage of SiP– Lifetime of solder joints

• Fast predictions for SiP• Statistical tests for accuracy

– ANOVA– Efficiency measures, etc

Page 17: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

(a) Deterministic Optimal Design

• Design task solved using numerical optimisationtechniques

• Optimal design– Warpage reduced by 22 %– Lifetime Satisfied

Deterministic Formulation

Page 18: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

(b) Probabilistic Design

• Design variables haveuncertainties– Design variables modelled with

Gaussian distribution

• Standard deviations:a) HPCB: σHPCB = 16 um;b) SOH: σSOH = 2 um;c) HDIE: σHDIE = 2.5 um; Deterministic Optimal design

Probabilistic Optimal design

CriticalResponse 1

CriticalResponse 2

Design Variable A

Des

ign

Varia

ble

B

Page 19: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Design for Reliability

• Constraints re-defined in terms ofprobability of failure

• Monte Carlo simulations– Evaluation of the distribution of the

response values

Probabilistic Formulation

0

200

400

600

800

2640 2660 2680 2700 2720 2740 2760 2780 2800 2820

Fatigue Life (cycles) Uncertanty at Reliable Optimum

Fre

qu

en

cy

95 % of designs haverequired life-time

Page 20: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

0

200

400

600

800

2340 2360 2380 2400 2420 2440 2460 2480 2500 2520

Fatigue Life (cycles) Uncertanty at Robust Optimum

Fre

qu

en

cy

Design for Robustness

• Design for Robustness– design that has minimum uncertainty

(variation) of its responses

• Focus is on life-time

Probabilistic Formulation

± 1σ

σ=14 cycles

Page 21: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Inter Metallic Layer (IMC)

Solder Ball Reliability

Weibulldistribution

β : Weibull slope parameterη : Characteristic life parameterN : Random thermal life cycles to failureδ : IMC layer thickness

So ACK, Chan YC. Reliability studies of surface mount solder joints–effect of Cu-Sn intermetallic compounds.IEEE Trans Comp Pack Manuf Technol–Part B 1996; 19:661-668.

Objective : Build an Analytic Method of Reliability for Solder Joint in Package

Page 22: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Inter Metallic Layer Growth

t : Reflow time

Dependence on reflow time (given temperature) :

δ : IMC layer thickness

T : Temperature of reflow

Dependence on temperature (given time) :

Reflow profile

* More accurate than polynomial fitting proposed inHuang W, Loman JM, Sener B. Study of the effect of reflow time and temperature on Cu-Snintermetallic compound layer reliability. Microelectronics reliability. 42(2002) 1229-1234.

Ts : saturatedtemperature

*

Page 23: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Results : 3D plots

- Low reflow temperature

or avoid the interval[190,240] ???????

- As small a reflow time aspossible

Page 24: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Further Recent Results

• Effects of process conditions on reliability of lead-freepackages– Solder joint volume– Undefils– Reflow temperatures– Pad Geometries– thermal cycling test (−4 0oC/ + 125oC)

• Twin die stacked packages– Die thickness (bottom and top)– Core thickness– Substrate thickness

Page 25: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Conclusions

• Work to date focused around silicon based WL-SiP– Embedded health monitoring– Strategies for non-electrical functions– Reliability simulation – structure & assembly

• Investigated effect of underfill on solder reliability• Investigated the impact of moulding process• Developed ROM for specific SiP structures• Software environment developed

• Future Work– Extend to SoP – eg. Ceramic based– Investigate integration into EDA tools

Page 26: SiP research IeMRC - Loughborough University · 2014-04-08 · – 4 academic staff, 5 RA’s, 4 PhD’s – Delivered against £3.4M in grant income over the past 10 years – Leads

Acknowledgments

• Dr Nobert Dumas (Lancaster)• Dr Dongsheng Liu (Lancaster)• Dr Nadia Strussavich (Greenwich)• Dr Stoyan Stoyanov (Greenwich)

• And Industrial partners