Recent advances and applications of surrogate models for finite element method computations: a review
The utilization of surrogate models to approximate complex systems has recently gained
increased popularity. Because of their capability to deal with black-box problems and lower …
increased popularity. Because of their capability to deal with black-box problems and lower …
A review of design optimization methods for electrical machines
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 …
the context of global sustainability, they must fulfill various requirements, not only physically …
Modern electrical machine design optimization: Techniques, trends, and best practices
Disruptive innovations in electrical machine design optimization are observed in this paper,
motivated by emerging trends. Improvements in mathematics and computer science enable …
motivated by emerging trends. Improvements in mathematics and computer science enable …
Advanced RF and microwave design optimization: A journey and a vision of future trends
In this paper, we outline the historical evolution of RF and microwave design optimization
and envisage imminent and future challenges that will be addressed by the next generation …
and envisage imminent and future challenges that will be addressed by the next generation …
Accurate modeling of antenna structures by means of domain confinement and pyramidal deep neural networks
The importance of surrogate modeling techniques has been gradually increasing in the
design of antenna structures over the recent years. Perhaps the most important reason is a …
design of antenna structures over the recent years. Perhaps the most important reason is a …
Robust design optimization of electrical machines: Multi-objective approach
This article presents a new method for multi-objective robust design optimization of electrical
machines and provides a detailed comparison with so far introduced techniques. First, two …
machines and provides a detailed comparison with so far introduced techniques. First, two …
Constrained multi-objective optimization of compact microwave circuits by design triangulation and pareto front interpolation
Abstract Development of microwave components is an inherently multi-objective task. This is
especially pertinent to the design closure stage, ie, final adjustment of geometry and/or …
especially pertinent to the design closure stage, ie, final adjustment of geometry and/or …
Metamodel-based multidisciplinary design optimization methods for aerospace system
The design of complex aerospace systems is a multidisciplinary design optimization (MDO)
problem involving the interaction of multiple disciplines. However, because of the necessity …
problem involving the interaction of multiple disciplines. However, because of the necessity …
Recent advances in accelerated multi-objective design of high-frequency structures using knowledge-based constrained modeling approach
Abstract Design automation, including reliable optimization of engineering systems, is of
paramount importance for both academia and industry. This includes the design of high …
paramount importance for both academia and industry. This includes the design of high …
Multi-objective optimization of a double-stator hybrid-excited flux-switching permanent-magnet machine
This paper proposes the multi-objective optimization of a double-stator hybrid-excited flux-
switching permanent-magnet (DSHE-FSPM) machine, which aims at the contradictory …
switching permanent-magnet (DSHE-FSPM) machine, which aims at the contradictory …