IEEE Power Electronics Magazine - June 2020 - 40

Performance Space

η

Performance Space
* Efficiency
* Power Density
* Costs
* Reliability
* Other.

ρ
S S

f (x, k )

Costs
System
* Phase-Shift dc/dc Conversion
* Resonant dc/dc Conversion
* dc Link ac/ac Conversion
* Matrix ac/ac Conversion
* Other.
Components
* Power Semiconductor
* Interconnections
* Inductors, Transformation
* Capacitors
* Control Circuit
* Other.
Materials
* Semiconductor Material
* Conductor Material
* Magnetic Material
* Dielectric Material
* Other.

Design Space

* Evaluation Formulas
* Lifetime Models
* Cost Models
* Other.
* Specifications
* Operation Limits
* Converter Topology
* Modulation Scheme
* Control Concept
* Operation Mode
* Operating Frequency
* Other.

m2

* Doping Profiles
* Geometric Properties
* Winding Arrangements
* Magnetic Core Geometries
* Other.

m1

Mathematical Description of the Mapping "Technologies" → "System Performance"
(a)
Based on Mathematical Model of the Technology Mapping
Multiobjective Optimization → Best Utilization of the "Design Space"
Identifies Absolute Performance Limits → Pareto Front/Surface
η

xi

η
S

∆p

P

P

S

∆k

sηρρ =

D

Design Space

ρ

kl

∂η
∂ρ P

ρ

Performance Space
S

S

Clarifies Sensitivity ∆p/∆k to Improvements of Technologies
Trade-Off Analysis
(b)
FIG 4 (a) The automated design maps plot space into performance and (b) identify its absolute performance limits, denoted as
the Pareto front.

About the Author
Antonio J. Marques Cardoso (ajmcardoso@ieee.org)
received his Dipl. Eng., Dr. Eng., and habilitation degrees
from the University of Coimbra, Portugal, in 1985, 1995, and
2008, respectively, all in electrical engineering. He is a full
professor in the Department of Electromechanical Engi-

40

IEEE POWER ELECTRONICS MAGAZINE

z	June 2020

neering, at the University of Beira Interior (UBI), Covilhã,
Portugal, and the director of the Electromechatronic Systems Research Centre at UBI. His current research interests
are in fault diagnosis and fault tolerance in electrical
machines, power electronics, and drives. He is a Senior
Member of the IEEE.



IEEE Power Electronics Magazine - June 2020

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