(2008), "Intelligent optimisation tool makes design perfection an achievable reality for all electromagnetic equipment", Microelectronics International, Vol. 25 No. 2. https://doi.org/10.1108/mi.2008.21825bad.004
Emerald Group Publishing Limited
Copyright © 2008, Emerald Group Publishing Limited
Intelligent optimisation tool makes design perfection an achievable reality for all electromagnetic equipment
Article Type: New products From: Microelectronics International, Volume 25, Issue 2.
A new intelligent design optimisation tool for Vector Fields' electromagnetic modelling and simulation software will automatically find the best solution to a design problem, even if a user specifies several or even competing objectives.
Auto-optimisation tools are not new, but they usually require manual intervention if the globally-optimal solution is to be found, and the simulation times involved often make such a process impractical. The new intelligent tool from Vector Fields Optimizer automatically selects and manages multiple goal-seeking algorithms to eliminate the need for manual intervention, and to make optimisation feasible in virtually all design cases.
“It's always possible to make improvements, even for engineers who routinely create variations of a product and know their subject inside out,” says John Simkin, CTO of Vector Fields. “Whether the goal is solving some problem at the frontiers of science, or improving a common product such as squeezing a fraction of a percent more efficiency out of an electric motor this software can almost always find the optimal solution for any design idea within a practical timescale.”
Optimizer works in conjunction with the Opera electromagnetic design package, which is available in general- purpose form, or with solvers dedicated to specific electromagnetic applications including rotating machinery, superconducting magnets, particle beams, dielectric insulation, and the magnetisation/demagnetisation process.
Vector Fields developed the Optimizer tool from scratch, in partnership with Southampton University UK, because of the drawbacks associated with conventional optimisation techniques. With “descent” algorithms for instance, a tool might only find a local optimisation point, and not the optimum for the global design space.
Optimizer breaks new ground because it incorporates numerous algorithmic techniques including stochastic, descent, Pareto and Kriging, and because it intelligently manages their application. The tool automatically applies and dynamically manages the algorithms to eliminate the usual requirement to perform lots of time- consuming simulations. The range of algorithmic techniques at the disposal of the tool's intelligent core means that optimal solutions can be found for multiple objectives, and objectives that compete with each other, and for problems that would otherwise be too computationally-intensive to tackle.
Operation is completely automatic. Design optimisation problems can be set within a few minutes using a tabular template, and setting lower and upper limits for the design variable(s) in question, and targets for the design objectives, including the ideal value(s) if known. The tool then automatically runs the model a few times, before intelligently analysing the results offline to determine how to refine the search. It then re-processes the model to find the ideal solution, choosing the most appropriate algorithm(s). In this way, the number of simulations required is dramatically reduced. Simple design models can typically be optimised in less than an hour. Even complex models can typically be handled within a day or two. The tool's ability to choose between one- and two-stage algorithms greatly aids the speed of result.
Vector Fields believes the new Optimizer tool will be applicable for well over 90 per cent of current electromagnetic equipment design activity. There are only a small number of cases where the tool is likely not be useful: these are in those applications where the design models are extremely complex and represent a processing challenge for today's computers, and when dealing with problems where the behaviour of model is very erratic; even in this latter case the tool's intelligence can automatically recognise the need for more data and simply resimulate the model an appropriate number of times.
For more details please contact: www.vectorfields.com