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APEC 2015 Optimal Design of Inductive Components Based on Accurate Loss and Thermal Models Dr. Jonas Mühlethaler

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Page 1: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Optimal Design of Inductive Components

Based on Accurate Loss and Thermal Models

Dr. Jonas Mühlethaler

Page 2: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

System Layer

Component Layer

(GeckoCIRCUITS)

(GeckoMAGNETICS)

Mittwoch, 4. März 2015 2

Introduction

Gecko-Simulations AG Jonas Mühlethaler

Page 3: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

GeckoMAGNETICS

Mittwoch, 4. März 2015 3

Introduction

Gecko-Simulations AG Jonas Mühlethaler

How are magnetic components

modeled in GeckoMAGNETICS?

(Gecko-Simulations; www.gecko-simulations.com)

Page 4: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Mittwoch, 4. März 2015 4

Introduction

System Layer

Component Layer

Material Layer

www.ferroxcube.com

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 5

Schematic

Modeling Difficulties

- Non-sinusoidal current / flux

waveform

- Current / flux is DC biased

Current / Flux Waveform

Introduction Application of Inductive Components (1) : Buck Converter (DC Current + HF Ripple)

Solutions

- FFT of current waveform for the

calculation of winding losses

- Determine core loss energy for each

segment and for each corner point in the

piecewise-linear flux waveform

- Loss Map enables to consider a DC bias

Gecko-Simulations AG Jonas Mühlethaler

Page 6: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Mittwoch, 4. März 2015 6

Schematic

Current / Flux Waveform

Introduction Application of Inductive Components (2) : Inductor of DAB Converter (Non-Sinusoidal AC Current)

Modeling Difficulties

- Non-sinusoidal current / flux

waveform

- Core losses occur in the interval of

constant flux

Solutions

- FFT of current waveform for the

calculation of winding losses

- Improved core loss equation that

considers relaxation effects

Gecko-Simulations AG Jonas Mühlethaler

Page 7: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Mittwoch, 4. März 2015 7

Schematic

Introduction Application of Inductive Components (3) : Three-Phase PFC (Sinusoidal Current + HF Ripple)

Modeling Difficulties

- Non-sinusoidal current / flux

waveform

- Major loop and many (DC biased)

minor loops

Solutions

- FFT of current waveform for the

calculation of winding losses

- Determine core loss energy for each

segment and for each corner point in the

piecewise-linear flux waveform (-> minor

loop losses)

- Add major loop losses

Current / Flux Waveform

Gecko-Simulations AG Jonas Mühlethaler

Page 8: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Mittwoch, 4. März 2015 8

Introduction Overview of Different Flux Waveforms

Sinusoidal

DC Current +

HF Ripple

Non-Sinusoidal AC

Current

Sinusoidal Current

+ HF Ripple

Major Loop

Minor Loop

Gecko-Simulations AG Jonas Mühlethaler

Page 9: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Mittwoch, 4. März 2015 9

Introduction

System Layer

Component Layer

Material Layer

www.ferroxcube.com

Gecko-Simulations AG Jonas Mühlethaler

Page 10: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Mittwoch, 4. März 2015 10

Introduction Overview of Other Modeling Issues

Air Gap

Stray Field

Current

Distribution

Flux Density

Distribution

Heat Dissipation

Core Type

Winding Type /

Arrangement

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 11

Inductors / Transformers

Conductor Shapes

Core Shapes

Introduction Wide Range of Realization Options

www.ferroxcube.com

www.wagnergrimm.ch, www.ferroxcube.com

www.pack-feindraehte.de, www.jiricek.de

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 12

1) A reluctance model is introduced to describe the

electric / magnetic interface, i.e. L = f(i).

2) Core losses are calculated.

3) Winding losses are calculated.

4) Inductor temperature is calculated.

Introduction Modeling Inductive Components (1)

Reluctance Model

Procedure

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 13

The following effects are taken into consideration:

Magnetic Circuit Model (e.g. for Inductance Calculation):

Air gap stray field

Non-linearity of core material

Core Losses:

DC Bias

Different flux waveforms (link to circuit simulator)

Wide range of flux densities and frequencies

Different core shapes

Winding Losses:

Skin and proximity effect

Stray field proximity effect

Effect of core on magnetic field distribution

Litz, solid, and foil conductors

Introduction Modeling Inductive Components (2)

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 14

Introduction

System Layer

Component Layer

Material Layer

www.ferroxcube.com

Gecko-Simulations AG Jonas Mühlethaler

Page 15: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Mittwoch, 4. März 2015 15

Filter Losses vs. Filter Volume

Sometime there are parameters that bring advantages for one subsystem while

deteriorating another subsystem (e.g. frequency in above example).

Introduction Motivation for an Accurate Loss Modeling : Multi-Objective Optimization (1)

Converter Losses vs. Converter Volume

PFC Rectifier with Input LCL filter

Converter =

Cooling System

+ Switches

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 16

In order to get an optimal system design, an overall system

optimization has to be performed.

It is (often) not enough to optimize subsystems independent

of each other.

Introduction Motivation for an Accurate Loss Modeling : Multi-Objective Optimization (2)

Losses of a Loss-Optimized Design

Optimal Frequency

6 kHz

Gecko-Simulations AG Jonas Mühlethaler

Page 17: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Outline

Mittwoch, 4. März 2015 17

Magnetic Circuit Modeling

Core Loss Modeling

Winding Loss Modeling

Thermal Modeling

Multi-Objective Optimization

Summary & Conclusion

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 18

Electric Network Magnetic Network

Conductivity / Permeability

Resistance / Reluctance

Voltage / MMF

Current / Flux

/ ( )R l A

m / ( )R l A

2

1

d

P

P

V E s 2

1

m d

P

P

V H s

dA

I J A dA

B A

Magnetic Circuit Modeling Reluctance Model

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Magnetic Circuit Modeling Why a Reluctance Model is Needed

Mittwoch, 4. März 2015 19

calculate the inductance ( L = N2/Rtot )

calculation the saturation current

calculate the air gap stray field

calculate the core flux density

A reluctance model is needed in order to

Gecko-Simulations AG Jonas Mühlethaler

Accurate loss modeling!

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APEC 2015

Mittwoch, 4. März 2015 20

Reluctance Calculation

m

0 r

i

i

lR

A

Magnetic Circuit Modeling Core Reluctance

Core Reluctance Dimensions

Mean magnetic

length Mean magnetic

cross-sectional

area

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Magnetic Circuit Modeling Air Gap Reluctance : Different Approaches (1)

Mittwoch, 4. März 2015 21

g

m

0 g

lR

A

Assumption of Homogeneous Field Distribution

gl

gA

Air gap length

Air gap cross-sectional area

g

m

0 g g( )( )

lR

a l t l

e.g. [1] (for a cross section with dimension a x t):

[1] N. Mohan, T. M. Undeland, and W. P. Robbins - “Power

Electronics – Converter, Applications, and Design”,

John Wiley & Sons, Inc., 2003

Increase of the Air Gap Cross-Sectional Area

a

a

a

lg

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 22

Schwarz-Christoffel Transformation

Magnetic Circuit Modeling Air Gap Reluctance : Different Approaches (2)

[2] K. J. Binns, P. J. Lawrenson, and C. W. Trowbridge, «The Analytical and Numerical Solution of Electric

and Magnetic Fields», John Wiley & Sons, Inc., 1992

( ) 2ln 1 1 ln 2 1l

z t t t t

(z and t are complex numbers)

( ) lnV

v t t

Transformation Equation z(t) Transformation Equation v(t)

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 23

Solution to 2-D problems found in literature, e.g. in [3]

Some 3-D solution to problem found in literature; however, they are complex [4] and/or

limited to one air gape shape [5]

Can’t be directly applied to 3-D problems.

More simple and universal model desired.

[3] A. Balakrishnan, W. T. Joines, and T. G. Wilson - “Air-gap reluctance and inductance calculations for

magnetic circuits using a Schwarz-Christoffel transformation”, IEEE Transaction on Power Electronics,

vol. 12, pp. 654—663, July 1997.

[4] P. Wallmeier, “Automatisierte Optimierung von induktiven Bauelementen für Stromrichteranwendungen”,

PhD Thesis, Universität – Gesamthochschule Paderborn, 2001.

[5] E. C. Snelling, “Soft Ferrites - Properties and Applications”, 2nd edition, Butterworths, 1988

Magnetic Circuit Modeling Air Gap Reluctance : Different Approaches (3)

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Magnetic Circuit Modeling Aim of New Model

Mittwoch, 4. März 2015 24

Illustration of Different Air Gap Shapes:

Air gap reluctance calculation that

- considers the three dimensionality,

- is reasonable easy-to-handle,

- is capable of modeling different shapes of air gaps,

- while still achieving a high accuracy.

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 25

basic

0

1'

21 ln

2 4

Rw h

l l

Basic Structure for the Air Gap Calculation (2-D) [3]

Magnetic Circuit Modeling New Model (1)

Next Core

Corner

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Magnetic Circuit Modeling New Model (2)

Mittwoch, 4. März 2015 26

2-D (1)

Basic Structure for the Air Gap Calculation

Gecko-Simulations AG Jonas Mühlethaler

Page 27: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

Basic Structure for the Air Gap Calculation

Mittwoch, 4. März 2015 27

Air Gap Type 1

Air Gap Type 2

Air Gap Type 3

Magnetic Circuit Modeling New Model (3)

2-D (2)

basic

0

1'

21 ln

2 4

Rw h

l l

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 28

2D 3D : Fringing Factor (1)

Illustrative Example zy-plane

zx-plane

'

zyR

Magnetic Circuit Modeling New Model (4)

'

zy

g

0

y

R

l

a

“Idealized” air gap

(no fringing flux)

'

zx

g

0

x

R

l

t

Air gap per

unit length

'

zxR

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 29

Illustrative Example

3-D Fringing Factor:

“Idealized” air gap

(no fringing flux)

g

g

0

lR

at

2D 3D : Fringing Factor (2)

Magnetic Circuit Modeling New Model (5)

x y

Alternative Interpretation:

Increase of air gap cross sectional area

1

x

A A’ A’’

1

y

[6] J. Mühlethaler, J.W. Kolar, and A. Ecklebe, “A Novel Approach for 3D Air Gap Reluctance Calculations”,

in Proc. of the ICPE - ECCE Asia, Jeju, Korea, 2011

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 30

a = 40 mm; h = 40 mm

3-D FEM Simulation

Modeled Example Results

Magnetic Circuit Modeling FEM Results

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 31

Inductance Calculation

EPCOS E55/28/21, N = 80

Magnetic Circuit Modeling Experimental Results

Saturation Calculation

EPCOS E55/28/21, N = 80,

lg = 1 mm, Bsat = 0.45 T

Measurement

Isat = 3.7 A

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 32

Flux and Reluctance Calculation

Magnetic Circuit Modeling Non-Linearity of the Core Material

Reluctance Model

0 50 100 150 200

0.58

0.6

0.62

0.64

0.66

0.68

0.7

0.72

0.74Inductance

Inducta

nce [

mL]

Current [A]

1234567891011121314

15

16

17

18

19

20

21

0 500 10000

0.5

1

1.5

1

2

3

4

5

6

7

8

9

10

11

12

13

14 15 16 17 18 19 20 21

B-H Relation

Magentic F

lux D

ensity [

T]

Magnetic Field [A/m]

This equation must be solved iteratively by

using a numerical solving method, e.g. the

Newton’s method.

Inductance Calculation

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 33

Aim

Design PFC rectifier system.

Show trade-off between losses and volume.

Illustrative example.

Modeling of boost inductors (three individual inductors L2a = L2b = L2c) will

be step-by-step illustrated in the course of this presentation.

Example Introduction

Schematic

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 34

Example Reluctance Model (1)

c1

0 r0 r

00

(2 )2 82

(2 )

2

(2 20mm)60mm 2 20mm A82 3654

(2 20mm)20 '000 20mm 28mm Vs20'000 28mm

2

ado a

Raat

t

Material

Grain-oriented steel (M165-35S)

Calculation of Core Reluctances

Reluctance Model

c2

0 r0 r

00

(2 )2 2 82

(2 )

2

(2 20mm)60mm 2 20mm + 2 h A82 12184

(2 20mm)20 '000 20mm 28mm Vs20'000 28mm

2

ado a b

Raat

t

Photo & Dimensions

Gecko-Simulations AG Jonas Mühlethaler

Page 35: Optimal Design of Inductive Components Based on … Design of Inductive Components Based on Accurate Loss and Thermal Models ... How are magnetic ... magnetic circuits using a Schwarz-Christoffel

APEC 2015

'

zy,2

0g g

1

2 ( )1 ln

2 42 2

R

a b a

l l

Mittwoch, 4. März 2015 35

Example Reluctance Model (2)

Photo & Dimensions

Material

Grain-oriented steel (M165-35S)

Calculation Air Gap Reluctances

zy-plane

zx-plane

'

zy,1

0g g

1

21 ln

2 42 2

R

a a

l l

'

zy

g

0

0.72y

R

l

a

'

zy,3

0

g g

1

21 ln

2 4

Ra b

l l

Basic Reluctance

'

zx,1

0g g

1

21 ln

2 42 2

R

t a

l l

'

zx

g

0

0.84x

R

l

t

g

g

0

MA1.66

Wbx y

lR

at

Inductance

2

c1 c2 g1 g2

2.66mHN

LR R R R

meas.

2.69 mH

basic

0

1'

21 ln

2 4

Rw h

l l

' '

zx,1 zx,2'

zx2

R RR

Gecko-Simulations AG Jonas Mühlethaler

'

zx,2

0g g

1

2 ( )1 ln

2 42 2

R

t b a

l l

' ' '

zy,1 zy,2 zy,3'

zy ' ' '

zy,1 zy,2 zy,3

R R RR

R R R

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APEC 2015

Outline

Mittwoch, 4. März 2015 36

Magnetic Circuit Modeling

Core Loss Modeling

Winding Loss Modeling

Thermal Modeling

Multi-Objective Optimization

Summary & Conclusion

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 37

Core Loss Modeling Overview of Different Core Materials (1)

Iron Based Alloys - ferromagnetics -

Alloys with some amount of Si, Ni, Cr or Co. Low electric resistivity.

High saturation flux density.

Ferrites- ferrimagnetics -

Ceramic materials, oxide mixtures of iron and Mn, Zn, Ni or Co. High electric resistivity.

Small saturation flux density compared to ferromagnetics.

Laminated Cores

Laminations are electrically isolated to reduce eddy currents.

Powder Iron Cores

Consist of small iron particles, which are electrically isolated to each other.

Amorphous Alloys

Made of alloys without crystallyine order (cf. glasses, liquids).

Nanocrystalline Materials

Ultra fine grain FeSi, which are embedded in an amorphous minority

phase.

Magnetic Materials

Soft Magnetic Materials

Hard Magnetic Materials

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 38

Core Loss Modeling Overview of Different Core Materials (2)

Amorphous Alloys

High Sat. Flux Density (1.5T)

Low Losses

High Price

Limited Available Shapes

Nanocrystalline Materials

High Sat. Flux Density (1.1T)

Very Low Losses

Very High Price

Limited Available Shapes

Laminated Steel Cores

Very High Sat. Flux Density (2.2T)

High Losses

Low Price

Many Different Shapes

Ferrite

Low Sat. Flux Density (0.45 T)

Low Losses

Low Price

Many Different Shapes

Very Brittle

Powder Iron Core

High Sat. Flux Density (1.5 T)

Moderate Losses

Low Price

Many Different Shapes

Distributed Air Gap (low rel. permeability)

Selection Criteria

Saturation Flux Density

Power Loss Density

(Frequency Range)

Price

etc.

LF: BSAT = Bmax.

HF: Bmax is limited by core losses.

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 39

Core Loss Modeling Overview of Different Core Materials (3)

[7] M. S. Rylko, K. J. Hartnett, J. G. Hayes, M.G. Egan, “Magnetic Material Selection for High Power High Frequency

Inductors in DC-DC Converters”, in Proc. of the APEC 2009.

[7]

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 40

Core Loss Modeling Physical Origin of Core Losses (1)

B-H-Loop

Weiss Domains / Domain Walls

- Spontaneous magnetization.

- Material is divided to saturated domains

(Weiss domains).

- In case an external field is applied, the

domain walls are shifted or the magnetic

moments within the domains change their

direction. The net magnetization becomes

greater than zero.

- The flux change is partly irreversible, i.e.

energy is dissipated as heat.

- The reason for this are the so called

Barkhausen jumps, that lead to local eddy

current losses.

- In case the loop is traversed very slowly,

these Barkhausen jumps lead to the static

hysteresis losses.

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 41

Core Loss Modeling Physical Origin of Core Losses (2)

B-H-Loop

- If the process would be fully reversible,

going from B1 to B2 would store potential

energy in the magnetic material that is later

released (i.e. the area of the closed loop

would be zero).

- Since the process is partly irreversible, the

area of the closed loop represents the

energy loss per cycle

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 42

(Static) hysteresis loss

Rate-independent BH Loop.

Loss energy per cycle is constant.

Irreversible changes each within a small

region of the lattice (Barkhausen jumps).

These rapid, irreversible changes are

produced by relatively strong local fields within

the material.

Eddy current losses

Residual Losses – Relaxation losses

Core Loss Modeling Classification of Losses (1)

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 43

(Static) hysteresis loss

Eddy current losses

Depend on material conductivity and core

shape.

Affect BH loop.

Residual Losses – Relaxation losses

Measurements VITROPERM 500F

0 2 4 6 8 10 12 14 16 18 20-0.4

-0.3

-0.2

-0.1

0

0.1

0.2

0.3

0.4

i [A

]t [s]

Core Loss Modeling Classification of Losses (2)

Gecko-Simulations AG Jonas Mühlethaler

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(Static) hysteresis loss

Eddy current losses

Residual losses – Relaxation losses

Rate-dependent BH Loop.

Reestablishment of a thermal equilibrium is

governed by relaxation processes.

Restricted domain wall motion.

Core Loss Modeling Classification of Losses (3)

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Sinusoidal

Core Loss Modeling Typical Flux Waveforms

Triangular

Trapezoidal

Combination

e.g. boost inductor of Dual Active

Bridge

e.g. Boost inductor in PFC

e.g. Buck / Boost converter

e.g. 50/60 Hz isolation transformer

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Steinmetz Approach

Core Loss Modeling Outline of Different Modeling Approaches

- Simple

- Steinmetz parameter

are valid only in a

limited flux density

and frequency range

- DC Bias not

considered

- (Only for sinusoidal

flux waveforms)

Loss Map Approach

Loss Separation Hysteresis Model

α βP k f B

hyst eddy residualP P P P (e.g. Preisach Model, Jiles-Atherton

Model)

(Loss Database)

- Needed parameters often unknown

- Model is widely applicable

- Increases physical understanding of loss

mechanisms

- Measuring core losses is

indispensable to overcome limits of

Steinmetz approach

- Difficult to parameterize

- Increases physical understanding of loss

mechanisms

ww

ww

.epcos.c

om

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Core Loss Modeling Overview of Hybrid Modeling Approach

Mittwoch, 4. März 2015 47

Loss Map

(Loss Material Database)

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

r r r, , , , , , ,ik k q

P

V

Outline of Discussion

- Derivation of the

i2GSE. (1)

- How to measure core

losses in order to

build loss map. (2)

- Use of loss map. (3)

- How to calculate core

losses for cores of

different shapes? (4)

(1)

(2)/(3)

(4)

“The best of both worlds” (Steinmetz & Loss Map approach)

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Steinmetz Equation SE

- Only sinusoidal waveforms ( iGSE).

α β

vˆP k f B

Mittwoch, 4. März 2015 48

iGSE

- DC bias not considered

- Relaxation effect not considered ( i2GSE)

- Steinmetz parameter are valid only for a limited flux density and

frequency range

21

0(2 ) cos 2 d

i

kk

Core Loss Modeling Derivation of the i2GSE – Motivation (1)

v

0

1 dd

d

T

i

BP k B t

T t

Pv : time-average

power loss per

unit volume

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iGSE [8]

21

0(2 ) cos 2 d

i

kk

Core Loss Modeling Derivation of the i2GSE – Motivation (2)

v

0

1 dd

d

T

i

BP k B t

T t

[8] K. Venkatachalam, C. R. Sullivan, T. Abdallah, and H. Tacca, “Accurate prediction of ferrite core loss with nonsinusoidal

waveforms using only Steinmetz parameters”, in Proc. of IEEE Workshop on Computers in Power Electronics, pp. 36-41, 2002.

Idea

- Generalized formula that is applicable for

different flux waveforms

- Losses depend on dB/dt

For Sinusoidal Waveforms

How to apply the formula?

v

0

1 dd

d 2

T

i

B BP k B t kf

T t

v (1 ) ...(1 )

ik B BP DT B D T B

T DT D T

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Waveform

v

0

1 dd

d

T

i

BP k B t

T t

iGSE

Core Loss Modeling Derivation of the i2GSE – Motivation (3)

Results

Conclusion

Losses in the phase of constant flux!

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Relaxation Losses

Rate-dependent BH Loop.

Reestablishment of a thermal

equilibrium is governed by

relaxation processes.

Restricted domain wall motion.

Core Loss Modeling Derivation of the i2GSE – B-H-Loop

Current Waveform

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Derivation (1)

Relaxation loss energy can be described with

is independent of operating point.

How to determine E?

Waveform

Loss Energy per Cycle

1

e1

t

EE

Core Loss Modeling Derivation of the i2GSE – Model Derivation 1 (1)

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Waveform

r

r

)(d

dr

BtBt

kE

E – Measurements

Conclusion

E follows a power

function!

Core Loss Modeling Derivation of the i2GSE – Model Derivation 1 (2)

Gecko-Simulations AG Jonas Mühlethaler

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Model Part 1

n

l

l

T

i PtBt

Bk

TP

1

r

0

v dd

d1

1

r

r

e1)(d

d1rr

t

l BtBt

kT

P

Core Loss Modeling Derivation of the i2GSE – Model Derivation 1 (3)

Gecko-Simulations AG Jonas Mühlethaler

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Explanation

1) For values of D close to 0 or close to 1 a loss underestimation is expected when calculating losses with iGSE (no

relaxation losses included).

2) For values of D close to 0.5 the iGSE is expected to be accurate.

3) Adding the relaxation term leads to the upper loss limit, while the iGSE represents the lower loss limit.

4) Losses are expected to be in between the two limits, as has been confirmed with measurements.

Waveform

Power Loss

Core Loss Modeling Derivation of the i2GSE – Model Derivation 2 (1)

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Model Adaption

Qrl should be 1 for D = 0

Qrl should be 0 for D = 0.5

Qrl should be such that calculation fits a triangular

waveform measurement.

Waveform

Power Loss

Core Loss Modeling Derivation of the i2GSE – Model Derivation 2 (2)

Gecko-Simulations AG Jonas Mühlethaler

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

D

Dq

ttB

ttBq

lQ 1d/)(d

d/)(d

r

rr

ee

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Waveform

Power Loss

Core Loss Modeling Derivation of the i2GSE – Model Derivation 2 (3)

Gecko-Simulations AG Jonas Mühlethaler

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The improved-improved Generalized Steinmetz Equation (i2GSE) [9]

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

ttB

ttBq

lQd/)(d

d/)(d

r

r

e

1

r

r

e1)(d

d1rr

t

l BtBt

kT

P

with

and

Core Loss Modeling Derivation of the i2GSE – Summary

[9] J. Mühlethaler, J. Biela, J.W. Kolar, and A. Ecklebe, “Improved Core Loss Calculation for Magnetic

Components Employed in Power Electronic Systems”, in Proc. of the APEC, Ft. Worth, TX, USA, 2011.

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i2GSE

for 0 and 22

0 for 2 and 2d

dfor 2 and

2

0 for and

Bt t T t

T t

t T t t TB

Btt T t T t

T t

t T t t T

Core Loss Modeling Derivation of the i2GSE – Example

Evaluated for each piecewise-linear flux

segment

Evaluated for each voltage step, i.e. for each

corner point in a piecewise-linear flux

waveform.

Example

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

2

v r r

1

2

2i l l

l

T t BP k B Q P

T T t

Qr1 = Qr2 = 0

r

r

r1 r2 r

11 e

2

tB

P P k BT T t

with

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Remaining Problems

Steinmetz parameter are valid only in a limited flux density and frequency range.

Core Losses vary under DC bias condition.

Modeling relaxation and DC bias effects need parameters that are not given by core material

manufacturers.

i2GSE

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

Measuring core losses is indispensable!

Core Loss Modeling Derivation of the i2GSE – Conclusion

Evaluated for each piecewise-linear flux

segment

Evaluated for each voltage step, i.e. for each

corner point in a piecewise-linear flux

waveform.

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Core Loss Modeling Overview of Hybrid Modeling Approach

Mittwoch, 4. März 2015 61

Loss Map

(Loss Material Database)

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

r r r, , , , , , ,ik k q

P

V

Outline of Discussion

- Derivation of the

i2GSE. (1)

- How to measure core

losses in order to

build loss map. (2)

- Use of loss map. (3)

- How to calculate core

losses for cores of

different shapes? (4)

(1)

(2)/(3)

(4)

“The best of both worlds” (Steinmetz & Loss Map approach)

Gecko-Simulations AG Jonas Mühlethaler

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2 e 0

1( ) ( ) d

t

B t uN A

1

e

( )( )

N i tH t

l

3

[

]

]

[

P W

V m

Core Loss Modeling Core Loss Measurement – Measurement Principle

Voltage 0 … 450 V

Current 0 … 25 A

Frequency 0 … 200 kHz

Excitation System

Loss Extraction

Schematic Waveforms

Sinusoidal

Triangular

Trapezoidal

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Core Loss Modeling Core Loss Measurement - Overview

Mittwoch, 4. März 2015 63

System Overview

P/V

Gecko-Simulations AG Jonas Mühlethaler

e1 11 2 2 e

( )2 1 20 0

(0)e e e e

( ) d ( )( ) ( ) d d

d( )d

T T

B T

B

H t lN N B tf i t v t t f N A t

N N N tPf H B B

V A l A l

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Core Loss Modeling Overview of Hybrid Modeling Approach

Mittwoch, 4. März 2015 64

Loss Map

(Loss Material Database)

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

r r r, , , , , , ,ik k q

P

V

Outline of Discussion

- Derivation of the

i2GSE. (1)

- How to measure core

losses in order to

build loss map. (2)

- Use of loss map. (3)

- How to calculate core

losses for cores of

different shapes? (4)

(1)

(2)/(3)

(4)

“The best of both worlds” (Steinmetz & Loss Map approach)

Gecko-Simulations AG Jonas Mühlethaler

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Core Loss Modeling Needed Loss Map Structure

Content of Loss Map Typical flux waveform

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Core Loss Modeling Minor and Major Loops

Idea

Major Loop

Minor Loop

Losses due to Minor and Major

Loops are calculated independent

of each other and summed up.

Implementation

Major

P

V

Piecewise Linear Segment (+ Turning Point)

P

V

Piecewise Linear Major

Segment (+ Turning Point)

P P P

V V V

Actually, it is not considered how

the minor loop closes: each

piecewise linear segment is

modeled as having half the losses

of its corresponding closed loop

(cf. next slides).

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(I)

(II)

Core Loss Modeling Hybrid Loss Modeling Approach (1)

HDC / BDC

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Loss Map

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

P

V

Core Loss Modeling Hybrid Loss Modeling Approach (2)

(I)

(II)

These equations arise when one evaluates the

i2GSE for symmetric triangular waveforms.

Three loss map

operating points

are required in

order to extract

the parameters ,

, and k (or ki).

Evaluated for the according piecewise-

linear flux segment

Evaluated for the according corner point

in a piecewise-linear flux waveform.

v1 1 1

v2 2 2

v3 3 3

2

2

2

i

i

i

P k f B

P k f B

P k f B

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Interpolation and Extrapolation

(HDC*, T*, B*, f*)

HDC and T

B and f

Core Loss Modeling Hybrid Loss Modeling Approach (3)

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Advantages of Hybrid Approach (Loss Map and i2GSE):

Relaxation effects are considered (i2GSE).

A good interpolation and extrapolation between premeasured operating points is achieved.

Loss map provides accurate i2GSE parameters for a wide frequency and flux density range.

A DC bias is considered as the loss map stores premeasured operating points at different DC

bias levels.

Core Loss Modeling Hybrid Loss Modeling Approach (4)

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Core Losses Summary of Loss Density Calculation

Sinusoidal

Triangular

Trapezoidal

α βP k f B

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

with Q 0, n = 1

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

with Q = 1, n = 2

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

with different Q’s and n >> 0.

Combination

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Core Loss Modeling Overview of Hybrid Modeling Approach

Mittwoch, 4. März 2015 72

Loss Map

(Loss Material Database)

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

r r r, , , , , , ,ik k q

P

V

Outline of Discussion

- Derivation of the

i2GSE. (1)

- How to measure core

losses in order to

build loss map. (2)

- Use of loss map. (3)

- How to calculate core

losses for cores of

different shapes? (4)

(1)

(2)/(3)

(4)

“The best of both worlds” (Steinmetz & Loss Map approach)

Gecko-Simulations AG Jonas Mühlethaler

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1) The flux density in every core section of

(approximately) homogenous flux density

is calculated.

2) The losses of each section are calculated.

3) The core losses of each section are then

summed-up to obtain the total core

losses.

Reluctance Model

Procedure

Core Loss Modeling Effect of Core Shape

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Motivation for Effective Core Dimensions

Core loss densities are needed to model core

losses. It is difficult to determine these loss

densities from a toroid, since the flux density is not

distributed homogeneously in a toroid.

Mittwoch, 4. März 2015 74

2

2 1e

1 2

ln /

1/ 1/

h r rA

r r

2 1e

1 2

2 ln /

1/ 1/

r rl

r r

Core Loss Modeling Effective Core Dimensions of Toroid

Illustration

Effective magnetic cross-section

Effective magnetic length

Idea for Real Toroid

Find effective core magnetic length and cross

section, so one can calculate as if it were an ideal

toroid, i.e. as if the flux density distribution were

homogenous.

Definition: Ideal Toroid

A toroid is ideal when he has a homogenous flux

density distribution over the radius (r1 r2).

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Eddy current loss density can be determined as [5]

Core Loss Modeling Impact of Core Shape on Eddy Current Losses

2

eddy

ec

ˆ( )BfdP

k

For a laminated core it is

2

eddy

ˆ( )

6

BfdP

The eddy current losses per unit volume depend not on the shape of the bulk material, but on

the size and geometry of the insulated regions.

In case of laminated iron cores, it is still appropriate to calculate with core loss densities that

have been measured on a sample core with a geometrically different bulk material, but with the

same lamination or tape thickness.

[5] E. C. Snelling, “Soft Ferrites - Properties and Applications”, 2nd edition, Butterworths, 1988

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Losses in gapped tape wound cores higher than expected!

www.vacuumschmelze.de

Core Loss Modeling Effect in Tape Wound Cores

Thin ribbons (approx. 20m)

Wound as toroid or as double C core.

Amorphous or nanocrystalline materials.

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Machining process

Surface short circuits introduced by machining

(particular a problem in in-house production).

After treatment may reduce this effect. At ETH, a core was put in an 40% ferric chloride FeCl3

solution after cutting, which substantially (more than 50%) decreased the core losses.

Core Loss Modeling Effect in Tape Wound Cores - Cause 1 : Interlamination Short Circuits

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Core Loss Modeling Effect in Tape Wound Cores - Cause 2 : Orthogonal Flux Lines (1)

Fringing flux

Main flux

Eddy current

Eddy current

A flux orthogonal to the ribbons leads to very high eddy current losses!

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Horizontal Displacement

Vertical Displacement

An experiment that illustrates well the loss increase due to an orthogonal flux is given here.

Core Loss Modeling Effect in Tape Wound Cores - Cause 2 : Orthogonal Flux Lines (2)

Core Loss Results

Displacements

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Measurement Set Up

Core loss increase due to leakage flux in transformers.

Primary

Winding

Secondary

Winding

Results

0 1 2 3 4

4

6

8

10

12

Secondary Current (A)

Core

Loss

es (

W)

Core Loss Modeling Effect in Tape Wound Cores - Cause 2 : Orthogonal Flux Lines (3)

FEM

A higher load

current leads to

higher orthogonal

flux!

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Figures from [10]

In [10] a core loss increase with increasing air gap length has been observed.

Core Loss Modeling Effect in Tape Wound Cores - Cause 2 : Orthogonal Flux Lines (4)

[10] H. Fukunaga, T. Eguchi, K. Koga, Y. Ohta, and H. Kakehashi, “High Performance Cut Cores Prepared From

Crystallized Fe-Based Amorphous Ribbon”, in IEEE Transactions on Magnetics, vol. 26, no. 5, 1990.

Gecko-Simulations AG Jonas Mühlethaler

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Example Core Loss Modeling (1)

Photo & Dimensions

Material

Grain-oriented steel (M165-35S)

An approximately homogeneous

flux density distribution inside the core.

Reluctance Model

Flux Density Distribution

Flux Density Waveform

Gecko-Simulations AG Jonas Mühlethaler

GeckoMAGNETICS

Presentation

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APEC 2015

SiFe vs. Ferrite

2 kHz vs. 20 kHz

Modeling with GeckoMAGNETICS

Example Core Loss Modeling (2)

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Ferrite (N87)

SiFe (M165-35S)

2 kHz / Tmax = 65 °C / L = 2.5 mH / Solid Round Wires

Sat. Limit

Example Core Loss Modeling (3)

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Ferrite (N87)

SiFe (M165-35S)

20 kHz / Tmax = 65°C / L = 1 mH / Litz Wires

Therm. Limit

Example Core Loss Modeling (4)

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19.02.14 86 Gecko-Simulations AG Jonas Mühlethaler

Example Core Loss Modeling (5)

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Outline

Mittwoch, 4. März 2015 87

Magnetic Circuit Modeling

Core Loss Modeling

Winding Loss Modeling

Thermal Modeling

Multi-Objective Optimization

Summary & Conclusion

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 88

Faraday’s Law

Winding Loss Modeling Skin Effect (1)

H-field in conductor

Induced Eddy Currents

Ampere’s Law

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Mittwoch, 4. März 2015 89

Winding Loss Modeling Skin Effect (2)

FEM Simulation

Current Distribution

50 Hz 5 kHz 20 kHz 100 kHz

Outer radius of

conductor

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Winding Loss Modeling Skin Effect (3)

Mittwoch, 4. März 2015 90

Skin Depth

0

1

f

Power Loss Increase with Frequency

[19]

2

S R DCˆ( )P F f R I R ( )F f

2

d

(, where the current density has 1/e of surface value)

Gecko-Simulations AG Jonas Mühlethaler

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Winding Loss Modeling Skin Effect (4)

Mittwoch, 4. März 2015 91

Current Distributions

Parallel-connected (not

twisted) conductors!

Figure from [19]

Gecko-Simulations AG Jonas Mühlethaler

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Faraday’s Law

Winding Loss Modeling Proximity Effect (1)

H-field of neighboring conductor induces eddy currents

Ampere’s Law

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Winding Loss Modeling Proximity Effect (2)

Eddy Currents in

Conductor

Induced Eddy

Currents

Current

Concentration

50 Hz 5 kHz 15 kHz 100 kHz

(He,rms = 35 A/m

parallel to

conductor)

Figures from [19] I I I I

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 94

Winding Loss Modeling Skin vs. Proximity Effect

(f = 100 kHz, Ipeak = 1 A, He,peak = 1000 A/m)

Situation

Results

Definition

Skin Effect Losses PSkin

Losses due to current I, including loss increase

due to self-induced eddy currents.

Proximity Effect Losses PProx

Losses due to eddy currents induced by external

magnetic field He.

PSkin

PProx

PTotal

Conductor length l = 1 m

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Mittwoch, 4. März 2015 95

Winding Loss Modeling Litz Wire (1) - What are Litz wires?

ww

w.w

ikip

edia

.org

Idea

Implementation

Advantages of Litz wires

HF losses can be reduced

substantially

Disadvantages of Litz wires

High price

Heat dissipation difficult

Higher RDC

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Winding Loss Modeling Litz Wire (2) - Why Litz Wires Have to be Twisted? (1)

Bundle-Level Skin Effect

Current Distributions

(Faraday’s Law)

(Ampere’s Law)

Internal Proximity

Effect (will be explained later)

Gecko-Simulations AG Jonas Mühlethaler

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Figures from [19]

Mittwoch, 4. März 2015 97

Winding Loss Modeling Litz Wire (3) - Why Litz Wires Have to be Twisted? (2)

Bundle-Level Proximity Effect

Gecko-Simulations AG Jonas Mühlethaler

(Faraday’s Law)

(Ampere’s Law)

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Mittwoch, 4. März 2015 98

Winding Loss Modeling Litz Wire (4) – Strand-Level Effects

Losses in Litz Wires

Losses in Solid Wires

Internal and External Fields lead to Internal and External Proximity Effects

(25 x di = 0.5 mm, Ipeak = 5 A, He,peak = 300 A/m) (d = 2.5 mm, Ipeak = 5 A, He,peak = 300 A/m)

Skin effect

Internal prox. effect

Ext. prox. effect

l = 1 m

Skin effect

Prox. effect

l = 1 m

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Mittwoch, 4. März 2015 99

Winding Loss Modeling Litz Wire (5) – Types of Eddy-Current Effects in Litz Wire

Figure from [11] Ch. R. Sullivan, “Optimal Choice for Number of Strands in a Litz-Wire Transformer

Winding”, in IEEE Transactions on Power Electronics, vol. 14, no. 2, 1999.

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Mittwoch, 4. März 2015 100

Winding Loss Modeling Litz Wire (6) – Real Litz Wire

How do “real” Litz wires behave? [12]

[12] H. Rossmanith, M. Doebroenti, M. Albach, and D. Exner, “Measurement and Characterization of High Frequency Losses in Nonideal

Litz Wires”, IEEE Transactions on Power Electronics, vol. 26, no. 11, November 2011

Ideal Litz Wire

(ideally twisted

strands)

Worst Case Litz Wire

(parallel connected

strands, no twisting)

skin,λ skin skin,ideal skin skin,parallel(1 )R R R Skin Effect / Internal Proximity Effect

External Proximity Effect

prox,λ prox prox,ideal prox prox,parallel(1 )R R R

Litz Wire Type 1: 7 bundles with 35 strands each: skin 0.5 / prox 0.99

Litz Wire Type 2: 4 bundles with 61/62 strands each: skin 0.9 / prox 0.99

Operating Point

f = 20 kHz / n = 130 /

di = 0.4 mm

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Winding Loss Modeling Litz Wire (7) - Are Litz Wires Better than Solid Conductors?

Skin and Internal

Proximity Effect

External Proximity

Effect

Litz Wire of 25 strands with

d = 0.5mm

Solid Wire with d = 2.5 mm

Litz Wire

(25 x di = 0.5 mm, Ipeak = 5 A) Solid Wire

(d = 2.5 mm, Ipeak = 5 A)

Litz Wire

(100 x di = 0.25 mm, Ipeak = 5 A)

Litz Wire

(50 x di = 0.35 mm, Ipeak = 5 A)

l = 1 m

l = 1 m

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Mittwoch, 4. März 2015 102

Winding Loss Modeling Foil Windings Enclosed by Magnetic Material

10 mm x 0.3 mm

Ipeak = 1 A

d = 1.95 mm

Ipeak = 1 A

Advantages of foil windings

HF losses can be reduced

Lower price compared to Litz wire

High filling factor

Disadvantages of foil windings

Increased winding capacitance

Risk of orthogonal flux

Conductor length l = 1 m

Same cross

section!

“Skin” of foil conductor larger

than of round conductor with

same cross section; hence,

skin effect losses lower in foil

conductor.

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 103

Winding Loss Modeling Foil Windings Not Enclosed by Magnetic Material (1)

FEM @ 8 kHz

Orthogonal Flux!

d = 1.95 mm

Ipeak = 1 A

10 mm x 0.3 mm

Ipeak = 1 A

Three Conductors Single Conductor

10 mm x 0.3 mm

Ipeak = 1 A

d = 1.95 mm

Ipeak = 1 A

l = 1 m

l = 1 m

Orthogonal flux leads to

increased skin and

proximity effect.

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Mittwoch, 4. März 2015 104

Winding Loss Modeling Foil Windings Not Enclosed by Magnetic Material (2)

FEM @ 8 kHz

10 mm x 0.3 mm

Ipeak = 1 A

d = 1.95 mm

Ipeak = 1 A

(Foil) Windings with Return Conductors

l = 1 m

Gecko-Simulations AG Jonas Mühlethaler

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Winding Loss Modeling Overview About Different Winding Types

Type Price Skin & Proximity Filling Factor Heat Dissipation

Round Solid Wire ++ -- + +

Litz Wire -- ++ - --

Foil Winding + + ++ +

Rectangular Wire ++ - ++ +

Table and Figure from [13] M. Albach, “Induktive Komponenten in der Leistungselektronik”, VDE Fachtagung - ETG Fachbereich Q1

"Leistungselektronik und Systemintegration", Bad Nauheim, 14.04.2011

Rectangular Wire

P0 … round conductor Round conductor

Foil windings are better

only in this region!

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Mittwoch, 4. März 2015 106

2

S F DCˆ( )P F f R I

with

F

DC

0

sinh sin

4 cosh cos

1

1

v v vF

v v

Rbh

hv

f

Winding Loss Modeling Skin Effect of Foil Conductor

(Loss per unit length)

FF evaluated

Geometry Considered

Current Distribution

[19]

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 107

2

P F DC Sˆ( )P G f R H

with

2

F

DC

0

sinh sin

cosh cos

1

1

v vG b v

v v

Rbh

hv

f

Winding Loss Modeling Proximity Effect of Foil Conductor

(Loss per unit length)

GF evaluated

Geometry Considered

Current Distribution

(b = 1 m)

[19]

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 108

2

S R DCˆ( )P F f R I

with

DC 2

0

0 1 0 1 0 1 0 1R 2 2 2 2

1 1 1 1

4

2

1

ber ( )bei ( ) ber ( )ber ( ) bei ( )ber ( ) bei ( )bei ( )

ber ( ) bei ( ) ber ( ) bei ( )4 2

Rd

d

f

F

(Loss per unit length)

Winding Loss Modeling Skin Effect of Solid Round Conductor

FR evaluated

Geometry Considered

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 109

2

P R DC Sˆ( )P G f R H

with

DC 2

0

2 2

2 1 2 1 2 1 2 1R 2 2 2 2

0 0 0 0

4

2

1

ber ( )ber ( ) ber ( )bei ( ) bei ( )bei ( ) bei ( )ber ( )

ber ( ) bei ( ) ber ( ) bei ( )2 2

Rd

d

f

dG

(Loss per unit length)

Winding Loss Modeling Proximity Effect of Solid Round Conductor

GR evaluated

Geometry Considered

(d = 1 m)

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 110

Winding Loss Modeling Skin and Proximity Effect of Litz Wire

(Loss per unit length)

2

S DC R

ˆ( )

IP n R F f

n

Skin Effect

(Loss per unit length)

P,e ,iP PP P P

Proximity Effect

2

DC R e 2

a

2

( )2

In R G f H

d

Losses in Litz Wires

(25 x di = 0.5 mm, Ipeak = 5 A, He,peak = 300 A/m)

Skin effect

Internal prox. effect

Ext. prox. effect

l = 1 m

Average internal field Hi

under the assumption of a

homogeneous current

distribution inside the Litz

wire.

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 111

Winding Loss Modeling Orthogonality of Winding Losses

S,i P,i

0

( )i

P P P

It is valid to calculate the skin and

proximity losses independently and

total them up.

It is valid to calculate the losses for

each frequency component

independently and total them up.

[14] J. A. Ferreira, “Improved analytical modeling of conductive losses in magnetic components”, in

IEEE Transactions on Power Electronics, vol. 9, no. 1, 1994.

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Winding Loss Modeling Calculation of External Field He (1D - Approach)

Mittwoch, 4. März 2015 112

with

avg left right

1

2H H H

Un-Gapped Transformer Cores

2 2

DC R/F R/F avg,m m

1

ˆ ˆM

m

P R F I NM NG H l

2

DC R/F R/

23

2

F

F m

4ˆ12

1MP R I F NM GMN l

b

it is

where

N … the number of conductors per layer

(i.e. N = 1 for foil windings)

M … the number of layers.

Figure from [19]

leftH avgH rightH

Gecko-Simulations AG Jonas Mühlethaler

(Ampere’s Law)

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Winding Loss Modeling Short Foil Conductors

Mittwoch, 4. März 2015 113

“Porosity Factor”

L

F

Nb

b

'

Redefinition of Parameters

''

h

0

1'

'f

Gecko-Simulations AG Jonas Mühlethaler

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Winding Loss Modeling FEM Simulations : Foil Windings

Mittwoch, 4. März 2015 114

N = 2 x 10

h = 0.3 mm

bL = 33 mm

bF = 37 mm

Ipeak = 1 A

N = 2 x 7

h = 0.4 mm

bL = 37 mm

bF = 37 mm

Ipeak = 1 A

Error < 6.5%

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Winding Loss Modeling Calculation of External Field He (2D - Approach)

Mittwoch, 4. März 2015 115

Gapped cores: 2D approach is necessary !

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Winding Loss Modeling Effect of the Air Gap Fringing Field

Mittwoch, 4. März 2015 116

The air gap is replaced by a fictitious

current, which …

… has the value equal to the magneto-motive

force (mmf) across the air gap.

2

1

m,air aird

P

P

V R H l

P1

P2

P1

P2

2

1

m,air d

P

P

V I H l

I

An accurate air gap reluctance model is needed!

Gecko-Simulations AG Jonas Mühlethaler

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Winding Loss Modeling Effect of the Core Material

Mittwoch, 4. März 2015 117

“Pushing the walls away”

The method of images (mirroring)

Gecko-Simulations AG Jonas Mühlethaler

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Winding Loss Modeling Calculation of External Field He (2D - Approach)

Mittwoch, 4. März 2015 118

Gapped cores: 2D approach

Winding Arrangement

External field vector across conductor qxi;yk

Gecko-Simulations AG Jonas Mühlethaler

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Winding Loss Modeling Different Winding Sections

Mittwoch, 4. März 2015 119

Section 2

Only one mirroring step

necessary (only one wall).

Section 1

Many mirroring steps

necessary in order to push

the walls away.

Normally, higher proximity losses in Section 1.

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Major Simplification

- magnetic field of the induced eddy

currents neglected.

- This can be problematic at frequencies

above (rule-of-thumb) [15]

Mittwoch, 4. März 2015 120

max 2

0

2.56f

d

Results of considered winding arrangements

f-range f < fmax f > fmax

Error < 5% > 5% (always < 25%)

Winding Loss Modeling FEM Simulations : Round Windings (Including Litz Wire Windings) (1)

[15] A. Van den Bossche, V. C. Valchev, “Inductors and Transformers for

Power Electronics”, CRC Press. Taylor & Francis Group, 2005

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Mittwoch, 4. März 2015 121

Winding Loss Modeling FEM Simulations : Round Windings (Including Litz Wire Windings) (2)

FEM Simulation

maxf

maxf

maxf

Results

Gecko-Simulations AG Jonas Mühlethaler

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Winding Loss Modeling Methods to Decrease Winding Losses (1)

Mittwoch, 4. März 2015 122

Interleaving

Litz Wire

Optimal Solid Wire Thickness

(f = 100 kHz, Ipeak = 1 A, He,peak = 1000 A/m)

(f = 20 kHz, Ipeak = 1 A, b = 20 cm, He,peak = 1000 A/m)

Push this point to

higher frequencies!

Optimal Foil Thickness

Increase number

of strands.

(resp.: find optimal

number of strands)

[19]

PSkin

PProx PTotal

l = 1 m

l = 1 m

PSkin

PProx

PTotal

l = 1 m

Avoid Orthogonal Flux in Foil Windings

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Winding Loss Modeling Methods to Decrease Winding Losses (2)

Mittwoch, 4. März 2015 123

Arrangement of Windings

Proximity losses increase in

more compact winding

arrangements.

Gecko-Simulations AG Jonas Mühlethaler

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Winding Loss Modeling Methods to Decrease Winding Losses (3)

Mittwoch, 4. März 2015 124

Aluminum vs. Copper [13]

d = 0.25 mm

d = 0.50 mm

d = 0.75 mm

d = 1.00 mm

Proximity losses are lower in aluminum

conductors over a wide frequency range.

Figure shows a comparison of single round

solid conductors in external field.

[13] M. Albach, “Induktive Komponenten in der Leistungselektronik”, VDE Fachtagung - ETG Fachbereich Q1

"Leistungselektronik und Systemintegration", Bad Nauheim, 14.04.2011

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Mittwoch, 4. März 2015 125

Example Winding Loss Modeling

Photo & Dimensions

Material

Grain-oriented steel (M165-35S)

Current Waveform

Demonstration in GeckoMAGNETICS

Gecko-Simulations AG Jonas Mühlethaler

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Outline

Mittwoch, 4. März 2015 126

Magnetic Circuit Modeling

Core Loss Modeling

Winding Loss Modeling

Thermal Modeling

Multi-Objective Optimization

Summary & Conclusion

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 127

Thermal Modeling Motivation & Model (1)

Ambient

Temperature

Thermal modeling is important to …

… avoid overheating.

… improve loss calculation (since the losses

depend on temperature).

Motivation

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Thermal Modeling Motivation & Model (2)

Model

Inductor

Transformer

Determination of thermal resistors is challenging!

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Mittwoch, 4. März 2015 129

Conduction

Independent of temperature T for most materials

Difficult to determine interfaces between materials

Rth T

P f (T)

Rth T

Pl

A

Rth T

P1

A

P eff A1(Tb4 Ta

4)

Thermal Modeling Heat Transfer Mechanisms

Convection

Combined effect of conduction and fluid flow

Changes with changing absolute temperature (nonlinear)

Good empirical calculation approach available

Radiation

Small compared to other mechanisms

Modeling the system is demanding

(nonlinear eq. / to describe which components “sees”

the other component).

Gecko-Simulations AG Jonas Mühlethaler

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Mittwoch, 4. März 2015 130

th

1TR

P A

is a coefficient that is influenced by …

… the absolute temperature,

… the fluid property,

… the flow rate of the fluid,

… the dimensions of the considered surface,

… orientation of the considered surface,

… and the surface texture.

Thermal Modeling Thermal Resistance Calculation : (Natural) Convection (1)

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 131

Empirical solutions known for …

vertical plane horizontal plane -top:

- bottom :

gap - horizontal:

- vertical:

and more …

Thermal Modeling Thermal Resistance Calculation : (Natural) Convection (2)

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 132

Structure of Empirical Solutions - Theory

Name Measure of …

Nusselt number

Nu

… improvement of heat transfer compared to the case with

hypothetical static fluid.

Grashof number

Gr

… ration between buoyancy and frictional force of fluid.

Prandtl number

Pr

… ratio between viscosity and heat conductivity of fluid.

Rayleigh number

Ra

… flow condition (laminar or turbulent) of fluid.

),(1

PrGrfl

AA

lNu

Tv

glGr

3

3

air)(for7.0Pr

GrPrRa

l

PrGrNu

),(

Procedure

AR

1th ),( PrGrNu

Thermal Modeling Thermal Resistance Calculation : (Natural) Convection (3)

g gravity of earth: 9.81 m/s2

l characteristic length

volumetric thermal expansion coefficient : 1/T (air)

v kinematic viscosity: 162.6 ·10-7 m2/s (air)

is the heat conductivity of the fluid

air = 25.873 mW/(m K) @ 20C [16]

[16] VDI Heat Atlas, Springer-Verlag, Berlin, 2010

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 133

Structure of Empirical Solutions - Example

l

PrGrNu

),(

Vertical Plane

AP

TR

1th

26/1

1387.0825.0 PrfRaNu

9/1616/9

1

492.01

Prf

Thermal Modeling Thermal Resistance Calculation : (Natural) Convection (4)

Increase of Winding Surface

Reference:

[16] VDI Heat Atlas, Springer-Verlag, Berlin, 2010

(l = h)

Example

(h = 10 cm, Tp = 60 C, Ta = 20 C, A = h · h)

Rth = 16.6 K/W

Tp Ta

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 134

Thermal Modeling Thermal Resistance Calculation : Conduction

Overview

Round Conductor Foil Conductor

Normally, with natural

convection it is

Rth,W << Rth,WA

Rth,W is difficult to

determine. One difficulty

is, e.g., to model the

influence of pressure on

the thermal resistance.

Litz wire shows low

thermal conductivity.

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 135

Example Thermal Modeling (1)

l

PrGrNu

),(

AP

TR

1th

1/5 4

2 2

1/3 4

2 2

0.766 ( ( )) for ( ) 7 10

0.15 ( ( )) for ( ) 7 10

Ra f Pr Ra f PrNu

Ra f Pr Ra f Pr

20/1111/20

2

0.3221f

Pr

Tv

glGr

3

3

GrPrRa

air)(for7.0Pr

(1) Horizontal Plane - Top

g gravity of earth: 9.81 m/s2

l characteristic length : l = a*b / ( 2 ( a+b ) )

volumetric thermal expansion coefficient : 1/T (air)

v kinematic viscosity: 162.6 ·10-7 m2/s (air)

with

Resistor Rth is now

calculated for one

operating point!

( more iterations

are necessary!)

(laminar)

(turbulent)

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 136

Example Thermal Modeling (2)

(2) Core to Winding

CF

K1.05

W

lR

A

W WAR R

Heat flow via

mechanical

attachment has not

been considered.

Quantity Values

Rth,CA 17.4 K/W

Rth,WA 5.8 K/W

Drawing represents the

cross-section of one

coil former side (there

are total 2 x 4 coil

former sides).

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Outline

Mittwoch, 4. März 2015 137

Magnetic Circuit Modeling

Core Loss Modeling

Winding Loss Modeling

Thermal Modeling

Multi-Objective Optimization

Summary & Conclusion

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 138

Photo of Converter Converter Specifications

Simplified Schematic

Multi-Objective Optimization – Volume vs. Losses Introduction to the PFC Rectifier

Gecko-Simulations AG Jonas Mühlethaler

Goal: Design boost inductor such that the max. current ripple is 4A.

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APEC 2015

Mittwoch, 4. März 2015 139

Selected Inductor Shape

Material

Grain-oriented steel

(M165-35S,

lam. thickness 0.35 mm)

Photo of Inductor

Multi-Objective Optimization – Volume vs. Losses Boost Inductor

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 140

Constraints concerning boost inductors

max. current ripple IHF,pp,max = 4 A

max. temperature Tmax = 120 ºC

Simplified Schematic

Multi-Objective Optimization – Volume vs. Losses Pareto-Optimized Design of Boost Inductor

Gecko-Simulations AG Jonas Mühlethaler

L2,min can be calculated based on the

constraint IHF,pp,max.. The maximum current

ripple IHF,pp,max occurs when the fundamental

current peaks.

Boost Inductance

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APEC 2015

Mittwoch, 4. März 2015 141

Multi-Objective Optimization – Volume vs. Losses Pareto-Optimized Design of Boost Inductor - Simplifications

Loss overestimation in L2 expected.

Simplified current / voltage waveforms for optimization procedure

Expectations

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

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Multi-Objective Optimization – Volume vs. Losses Pareto-Optimized Design of Boost Inductor - Design Space in GeckoMAGNETICS

Gecko-Simulations AG Jonas Mühlethaler

LBoost = 2.53 mH

Tmax = 120 ºC

Solid round wire with fill factor 0.3

Split windings

UI 39 – UI 90 cores of DIN41302

Material M165-35S

gap 2.0 … 3.0 mm (by 0.25 mm)

70 – 90 stacked sheets (by 10)

Start

Core

Winding

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APEC 2015

Mittwoch, 4. März 2015 143

Multi-Objective Optimization – Volume vs. Losses Pareto-Optimized Design of Boost Inductor - Waveform/Cooling in GeckoMAGNETICS

Gecko-Simulations AG Jonas Mühlethaler

ILF,peak = 21.8 A

Forced convection

(-> 3 m/s)

Waveform

Cooling

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APEC 2015

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1) A reluctance model is introduced to describe the electric /

magnetic interface, i.e. L = f(i).

2) Core losses are calculated.

3) Winding losses are calculated.

4) Inductor temperature is calculated.

Multi-Objective Optimization – Volume vs. Losses Pareto-Optimized Design of Boost Inductor - Performing Calculation

Procedure

Air gap stray field

Non-linearity of core material

Considered effects

DC Bias

Different flux waveforms

Wide range of flux densities

and frequencies

Skin and proximity effect

Stray field proximity effect

Effect of core to magnetic

field distribution

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Mittwoch, 4. März 2015 145

Multi-Objective Optimization – Volume vs. Losses Pareto-Optimized Design of Boost Inductor - Results

Gecko-Simulations AG Jonas Mühlethaler

Filter Losses vs. Filter Volume

Pareto Front

Prototype built

Pareto-front

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APEC 2015

Mittwoch, 4. März 2015 146

Multi-Objective Optimization – Volume vs. Losses Detailed Modeling in GeckoMAGNETICS

Gecko-Simulations AG Jonas Mühlethaler

GeckoCIRCUITS GeckoMAGNETICS

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APEC 2015

Mittwoch, 4. März 2015 147

Photo

Loss modeling very accurate.

Conclusion

Multi-Objective Optimization – Volume vs. Losses Results

Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Outline

Mittwoch, 4. März 2015 148 Gecko-Simulations AG Jonas Mühlethaler

Magnetic Circuit Modeling

Core Loss Modeling

Winding Loss Modeling

Thermal Modeling

Multi-Objective Optimization

Summary & Conclusion

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APEC 2015

Mittwoch, 4. März 2015 149 Gecko-Simulations AG Jonas Mühlethaler

zy-plane

zx-plane

'

zyR

Summary & Conclusion Magnetic Circuit Modeling

g

g

0

x y

lR

at

Results

Air Gap Reluctance Calculation Air gap per

unit length

'

zxR

'

zy

g

0

y

R

l

a

'

zx

g

0

x

R

l

t

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APEC 2015

Mittwoch, 4. März 2015 150 Gecko-Simulations AG Jonas Mühlethaler

Loss Map

(Loss Material Database)

n

l

ll

T

i PQtBt

Bk

TP

1

rr

0

v dd

d1

r r r, , , , , , ,ik k q

P

V

“The best of both worlds” (Steinmetz & Loss Map approach)

Summary & Conclusion Core Loss Modeling

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APEC 2015

Mittwoch, 4. März 2015 151 Gecko-Simulations AG Jonas Mühlethaler

Gapped cores: 2D approach

Summary & Conclusion Winding Loss Modeling

Losses in Litz Wires

Skin effect

Internal prox. effect

Ext. prox. effect

Optimal Solid Wire Thickness

PSkin

PProx

PTotal

(f = 100 kHz, Ipeak = 1 A, He,peak = 1000 A/m)

10 mm x 0.3 mm

Ipeak = 1 A

d = 1.95 mm

Ipeak = 1 A

Foil vs. Round Conductors

l = 1 m l = 1 m

l = 1 m

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APEC 2015

Mittwoch, 4. März 2015 152 Gecko-Simulations AG Jonas Mühlethaler

Automated Measurement System

Core Material Database

GeckoDB

Magnetics Design Software

GeckoMAGNETICS

Verification

(e.g. with Calorimeter)

Circuit Simulator

GeckoCIRCUITS

Summary & Conclusion Magnetic Design Environment

Prototype

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APEC 2015

Mittwoch, 4. März 2015 153 Gecko-Simulations AG Jonas Mühlethaler

PFC Rectifier

Summary & Conclusion Multi-Objective Optimization

Inductor Pareto Front

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APEC 2015

GeckoMAGNETICS

Save Time Fast and accurate design of magnetic components

Easy-to-use for non-expert

Increase Flexibility

Tool shows more than one realization possibility

In-house design of magnetics crucial for optimal designs.

Most Loss Effects are Considered

Skin- and proximity losses in litz, round and foil windings, air gap stray field losses,

DC bias core losses, thermal model, ...

Mittwoch, 4. März 2015 154 Gecko-Simulations AG Jonas Mühlethaler

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APEC 2015

Additional References

Mittwoch, 4. März 2015 155 Gecko-Simulations AG Jonas Mühlethaler

[6] J. Mühlethaler, J.W. Kolar, and A. Ecklebe, “A Novel Approach for 3D Air Gap Reluctance Calculations”,

in Proc. of the ICPE - ECCE Asia, Jeju, Korea, 2011

[9] J. Mühlethaler, J. Biela, J.W. Kolar, and A. Ecklebe, “Improved Core Loss Calculation for Magnetic

Components Employed in Power Electronic Systems”, in Proc. of the APEC, Ft. Worth, TX, USA, 2011.

[19] Jürgen Biela, “Wirbelstromverluste in Wicklungen induktiver Bauelemente”, Part of script to lecture Power

Electronic Systems 1, ETH Zurich, 2007

[20] J. Mühlethaler, J.W. Kolar, and A. Ecklebe, “Loss Modeling of Inductive Components Employed in

Power Electronic Systems”, in Proc. of the ICPE - ECCE Asia, Jeju, Korea, 2011

[21] J. Mühlethaler, J. Biela, J.W. Kolar, and A. Ecklebe, “Core Losses under DC Bias Condition based

on Steinmetz Parameters”, in Proc. of the IPEC - ECCE Asia, Sapporo, Japan, 2010.

[22] B. Cougo, A. Tüysüz, J. Mühlethaler, J.W. Kolar, “Increase of Tape Wound Core Losses Due to

Interlamination Short Circuits and Orthogonal Flux Components”, in Proc. of the IECON, Melbourne, 2011.

[23] J. Mühlethaler, M. Schweizer, R. Blattmann, J.W. Kolar, and A. Ecklebe, “Optimal Design of LCL Harmonic

Filters for Three-Phase PFC Rectifiers”, in Proc. of the IECON, Melbourne, 2011

Contact Jonas Mühlethaler

[email protected]

www.gecko-simulations.com