Review of optimization methods for the design of power electronics systems

Optimization methods for the design of power electronics are increasingly used. The variety of methods is rich but can be confusing for designers who wish to start using them. This article is an introduction to optimization methods that can be applied in power electronics through a review of the literature.

[1]  Nandita Pradhan,et al.  Reliability optimization of electronics module by derating using genetic algorithm , 2016, 2016 International Conference on Control, Computing, Communication and Materials (ICCCCM).

[2]  Huai Wang,et al.  Optimization Tool for Dc-Link Capacitor Bank Design in PV Inverters , 2019, 2019 10th International Conference on Power Electronics and ECCE Asia (ICPE 2019 - ECCE Asia).

[3]  Jun Zhang,et al.  Differential evolution for power electronic circuit optimization , 2015, 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI).

[4]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[5]  Kurt Hornik,et al.  Multilayer feedforward networks are universal approximators , 1989, Neural Networks.

[6]  J. W. Kolar,et al.  η-ρ Pareto optimization of bidirectional half-cycle discontinuous-conduction-mode series-resonant DC/DC converter with fixed voltage transfer ratio , 2013, 2013 Twenty-Eighth Annual IEEE Applied Power Electronics Conference and Exposition (APEC).

[7]  Russell C. Eberhart,et al.  A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.

[8]  Peter I. Frazier,et al.  A Tutorial on Bayesian Optimization , 2018, ArXiv.

[9]  Alan Mantooth,et al.  Modern Tool Limitations in Design Automation: Advancing Automation in Design Tools is Gathering Momentum , 2019, IEEE Power Electronics Magazine.

[10]  Godwin Kwun Yuan Ho,et al.  A Multiphysics Design and Optimization Method for Air-Core Planar Transformers in High-Frequency LLC Resonant Converters , 2020, IEEE Transactions on Industrial Electronics.

[11]  F. Schafmeister,et al.  Computer-Aided Design and Optimization of an Integrated Transformer with Distributed Air Gap and Leakage Path for an LLC Resonant Converter , 2019, 2019 IEEE Applied Power Electronics Conference and Exposition (APEC).

[12]  J. Lobry,et al.  Multiobjective optimization of a power supply for space application using a flexible CAD tool , 2013, 2013 15th European Conference on Power Electronics and Applications (EPE).

[13]  Robert Hooke,et al.  `` Direct Search'' Solution of Numerical and Statistical Problems , 1961, JACM.

[14]  Eric Bideaux,et al.  Combinatorial approach for sizing and optimal energy management of HEV including durability constraints , 2015, 2015 IEEE 24th International Symposium on Industrial Electronics (ISIE).

[15]  H. Morel,et al.  Power converter's optimisation and design. Discrete cost function with genetic based algorithms , 2005, 2005 European Conference on Power Electronics and Applications.

[16]  JL. Schanen,et al.  Optimal Design of an AC Filtering Inductor for a 3-Phase PWM Inverter Including Saturation Effect , 2019, 2019 10th International Power Electronics, Drive Systems and Technologies Conference (PEDSTC).

[17]  C. Larouci,et al.  Pre-sizing of dc-dc converters by optimization under constraints; influence of the control constraint on the optimization results , 2010, 2010 IEEE International Conference on Industrial Technology.

[18]  Wei Xu,et al.  Optimization of a Dual-Band Wireless Power and Data Telemetry System Using Genetic Algorithm , 2018, IEEE Design & Test.

[19]  D. Boroyevich,et al.  Design of a boost power factor correction converter using optimization techniques , 2004, IEEE Transactions on Power Electronics.

[20]  Eric Bideaux,et al.  Cost Optimization for Plug-In Integration in a Hybrid Electric Mini-Excavator with Mixed-Integer Linear Programming , 2015, 2015 IEEE Vehicle Power and Propulsion Conference (VPPC).

[21]  Hugo Calleja,et al.  Metaheuristic Optimization Methods Applied to Power Converters: A Review , 2015, IEEE Transactions on Power Electronics.

[22]  Dushan Boroyevich,et al.  Hierarchical Weight Optimization Design of Aircraft Power Electronics Systems Using Metaheuristic Optimization Methods , 2018, 2018 AIAA/IEEE Electric Aircraft Technologies Symposium (EATS).

[23]  Li Meiyu,et al.  Parameter optimization design method of LCL filter based on harmonic stability of VSC system , 2019, 2019 4th International Conference on Intelligent Green Building and Smart Grid (IGBSG).

[24]  Garret N. Vanderplaats,et al.  Numerical optimization techniques for engineering design , 1999 .

[25]  S. G. Chen Efficiency improvement in explicit enumeration for integer programming problems , 2013, 2013 IEEE International Conference on Industrial Engineering and Engineering Management.

[26]  Singiresu S. Rao Engineering Optimization : Theory and Practice , 2010 .

[27]  Tao Huang,et al.  An orthogonal local search genetic algorithm for the design and optimization of power electronic circuits , 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

[28]  R. Haftka,et al.  Elements of Structural Optimization , 1984 .

[29]  Jong-Soo Kim,et al.  An Optimal Design Methodology of an Interleaved Boost Converter for Fuel Cell Applications , 2010 .

[30]  Johann W. Kolar,et al.  Benefits and challenges of design process that employs a multi-objective optimization approach for industrial applications , 2015, 2015 IEEE 2nd International Future Energy Electronics Conference (IFEEC).

[31]  C. Vollaire,et al.  Using design by optimization for reducing the weight of a SiC switching cell , 2016, 2016 IEEE Energy Conversion Congress and Exposition (ECCE).

[32]  Andrew J. Forsyth,et al.  Design optimisation and trade-offs in multi-kW DC-DC converters , 2016, 2016 IEEE Energy Conversion Congress and Exposition (ECCE).

[33]  Rainer Storn,et al.  Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..

[34]  Juan M. Ramirez,et al.  Use of evolutionary algorithms for design optimization of power converters , 2012, CONIELECOMP 2012, 22nd International Conference on Electrical Communications and Computers.

[35]  J. Böcker,et al.  Pareto Design and Switching Frequencies for SiC MOSFETs Applied in an 11 kW Buck Converter for EV-Charging , 2019, 2019 IEEE Applied Power Electronics Conference and Exposition (APEC).

[36]  P. Boggs,et al.  Sequential quadratic programming for large-scale nonlinear optimization , 2000 .

[37]  Giuseppe Marsala,et al.  A design method of zero ripple input current DC-DC converter assisted by constrained GA&PSO algorithms to minimize power losses , 2016, 2016 19th International Conference on Electrical Machines and Systems (ICEMS).

[38]  Frede Blaabjerg,et al.  Artificial Intelligence Aided Automated Design for Reliability of Power Electronic Systems , 2019, IEEE Transactions on Power Electronics.

[39]  Scott D. Sudhoff,et al.  Design Paradigm for Power Electronics-Based DC Distribution Systems , 2017, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[40]  Stephen P. Boyd,et al.  A tutorial on geometric programming , 2007, Optimization and Engineering.

[41]  Pradeep Chawda,et al.  A web-based tool for compensation design of power converters using hybrid optimization , 2016, 2016 IEEE Applied Power Electronics Conference and Exposition (APEC).

[43]  Swaminathan Balachandran,et al.  Algorithms for Power Converter Design Optimization , 1981, IEEE Transactions on Aerospace and Electronic Systems.

[44]  Ningning Wang,et al.  A new Electronic Design Automation tool for the optimization of PwrSoC/PwrSiP DC-DC converters , 2018, 2018 IEEE Applied Power Electronics Conference and Exposition (APEC).

[45]  Jingjing Huang,et al.  AI Algorithm-Based Two-Stage Optimal Design Methodology of High-Efficiency CLLC Resonant Converters for the Hybrid AC–DC Microgrid Applications , 2019, IEEE Transactions on Industrial Electronics.

[46]  J. Kolar,et al.  99% Efficient Isolated Three-Phase Matrix-Type DAB Buck–Boost PFC Rectifier , 2020, IEEE Transactions on Power Electronics.

[47]  Bruno Sareni,et al.  Multi-level integrated optimal design for power systems of more electric aircraft , 2016, Math. Comput. Simul..

[48]  Mariusz Zdanowski,et al.  Design issues of the high-frequency interleaved DC/DC boost converter with Silicon Carbide MOSFETs , 2014, 2014 16th European Conference on Power Electronics and Applications.

[49]  Josh A. Taylor,et al.  Multi-Objective Optimization of Multi-Level DC–DC Converters Using Geometric Programming , 2019, IEEE Transactions on Power Electronics.

[50]  Ahmed Chaibet,et al.  Design of Power Converters by Optimization Under Multiphysic Constraints: Application to a Two-Time-Scale AC/DC–DC Converter , 2010, IEEE Transactions on Industrial Electronics.

[51]  Cherif Larouci,et al.  Design methodology of an interleaved buck converter for onboard automotive application, multi-objective optimisation under multi-physic constraints , 2015 .

[52]  J. Lobry,et al.  Multiobjective optimal choice and design of isolated dc-dc power converters , 2011, Proceedings of the 2011 14th European Conference on Power Electronics and Applications.

[53]  Xibo Yuan,et al.  A Design Optimization Tool for Maximizing the Power Density of 3-Phase DC–AC Converters Using Silicon Carbide (SiC) Devices , 2018, IEEE Transactions on Power Electronics.

[54]  Frédéric Wurtz,et al.  Design by optimization methodology: Application to a wide input and output voltage ranges interleaved buck converter , 2017, 2017 IEEE Energy Conversion Congress and Exposition (ECCE).

[55]  Jan A. Snyman,et al.  Practical Mathematical Optimization , 2018 .

[56]  Qingfu Zhang,et al.  On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization , 2018, IEEE Transactions on Evolutionary Computation.

[57]  Abhishek Gupta,et al.  Recent Advances in Evolutionary Multi-objective Optimization , 2016, Adaptation, Learning, and Optimization.