A review of design optimization methods for electrical machines

G Lei, J Zhu, Y Guo, C Liu, B Ma - Energies, 2017 - mdpi.com
Electrical machines are the hearts of many appliances, industrial equipment and systems. In
the context of global sustainability, they must fulfill various requirements, not only physically …

Machine learning for design optimization of electromagnetic devices: Recent developments and future directions

Y Li, G Lei, G Bramerdorfer, S Peng, X Sun, J Zhu - Applied Sciences, 2021 - mdpi.com
This paper reviews the recent developments of design optimization methods for
electromagnetic devices, with a focus on machine learning methods. First, the recent …

Topology optimization accelerated by deep learning

H Sasaki, H Igarashi - IEEE Transactions on Magnetics, 2019 - ieeexplore.ieee.org
The computational cost of topology optimization based on the stochastic algorithm is shown
to be greatly reduced by deep learning. In the learning phase, the cross-sectional image of …

Transforming archaeology through practice: strategies for collaborative archaeology and the Community Archaeology Project at Quseir, Egypt

S Moser, D Glazier, JE Phillips, LN El Nemr… - World …, 2002 - Taylor & Francis
'Community archaeology'is a relatively new sub-field of research in archaeology that aims to
involve local people in the investigation and interpretation of the past. Based on the creation …

Techniques for multilevel design optimization of permanent magnet motors

G Lei, C Liu, J Zhu, Y Guo - IEEE Transactions on Energy …, 2015 - ieeexplore.ieee.org
The multilevel method has been presented for design optimization of electrical machines
and drive systems for optimal system performances and efficiency in our previous work. For …

System-level design optimization methods for electrical drive systems: Deterministic approach

G Lei, T Wang, Y Guo, J Zhu… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Electrical drive systems are key components in modern appliances, industry equipment, and
systems, eg, hybrid electric vehicles. To obtain the best performance of these drive systems …

[图书][B] Multiobjective shape design in electricity and magnetism

P Di Barba - 2009 - books.google.com
Multiobjective Shape Design in Electricity and Magnetism is entirely focused on electric and
magnetic field synthesis, with special emphasis on the optimal shape design of devices …

[图书][B] Multidisciplinary design optimization methods for electrical machines and drive systems

G Lei, J Zhu, Y Guo - 2016 - Springer
Electrical machines and drive systems account for about 46% of all global electricity
consumption, resulting in about 6,040 Mt of CO2 emissions. This is by far the largest portion …

Robust multi-objective optimization of a 3-pole active magnetic bearing based on combined curves with climbing algorithm

Z Jin, X Sun, L Chen, Z Yang - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
With the extensive application of active magnetic bearings (AMBs), the robust multiobjective
optimization of the structure seems to be a priority. However, it is a challenge due to the high …

[图书][B] Sport and national identity in the post-war world

A Smith, D Porter - 2004 - api.taylorfrancis.com
The relationship between sport and national identity is complex and multifaceted. Arguably it
has become more so since the end of the Second World War as the far-flung empires …