[HTML][HTML] Optimisation of city structures with respect to high wind speeds using U-Net models
D Nowak, J Werner, Q Parsons, T Johnson… - … Applications of Artificial …, 2024 - Elsevier
The design and placement of a new building in an urban environment is optimised so that
pedestrians do not feel uncomfortable due to high wind speeds. Architects and city planners …
pedestrians do not feel uncomfortable due to high wind speeds. Architects and city planners …
[HTML][HTML] Machine learning surrogates for the optimization of curing ovens
We investigate how to set the inlet temperature, and arrange a set of vehicle parts inside a
paint curing oven, so as to maximize a non-convex, non-linear objective function. Standard …
paint curing oven, so as to maximize a non-convex, non-linear objective function. Standard …
Immersed boundary method based fluid–structure–thermal interaction solver with conjugate heat transfer
We present the development of a sharp-interface immersed boundary method based in-
house fluid–structure interface (FSI) solver. In particular, we implement conjugate heat …
house fluid–structure interface (FSI) solver. In particular, we implement conjugate heat …
[HTML][HTML] Simulation of viscoelastic squeeze flows for adhesive joining applications
A backwards-tracking Lagrangian–Eulerian method is used to simulate planar viscoelastic
squeeze flow. The momentum and continuity equations are discretized with the finite volume …
squeeze flow. The momentum and continuity equations are discretized with the finite volume …
Multicriteria optimization of an oven with a novel ε-constraint-based sandwiching method
Oven curing of automotive parts is a complex industrial process involving multiple scales
ranging from submillimeter thick layers to the size of the ovens, and long curing times. In this …
ranging from submillimeter thick layers to the size of the ovens, and long curing times. In this …
[HTML][HTML] Predicting Wind Comfort in an Urban Area: A Comparison of a Regression-with a Classification-CNN for General Wind Rose Statistics
J Werner, D Nowak, F Hunger, T Johnson… - Machine Learning and …, 2024 - mdpi.com
Wind comfort is an important factor when new buildings in existing urban areas are planned.
It is common practice to use computational fluid dynamics (CFD) simulations to model wind …
It is common practice to use computational fluid dynamics (CFD) simulations to model wind …
A Ray Tracing technique for the navigation on a non-convex Pareto front
D Nowak, KH Küfer - arXiv preprint arXiv:2001.03634, 2020 - arxiv.org
A new interactive approach to navigate on approximations of in general non-convex but
connected Pareto fronts is introduced. Given a finite number of precalculated representative …
connected Pareto fronts is introduced. Given a finite number of precalculated representative …
Efficient simulation of convective ovens in automotive paintshops
Heat transfer modeling of large industrial ovens such as those used in automotive
paintshops is difficult due to the large and multiple scales and long curing times. The flow …
paintshops is difficult due to the large and multiple scales and long curing times. The flow …
[图书][B] Numerical Simulations of the Urban Microclimate
P Vanky - 2023 - search.proquest.com
As global urbanization is accelerating and the majority of the world's population continues to
reside in cities, sustainable urban development is becoming increasingly crucial. Evaluation …
reside in cities, sustainable urban development is becoming increasingly crucial. Evaluation …
[HTML][HTML] A backwards-tracking Lagrangian-Eulerian method for viscoelastic two-fluid flows
A new Lagrangian–Eulerian method for the simulation of viscoelastic free surface flow is
proposed. The approach is developed from a method in which the constitutive equation for …
proposed. The approach is developed from a method in which the constitutive equation for …