Surrogate-Based Optimization of a Centrifugal Pump with Volute Casing for an Automotive Engine Cooling System

Artículos similares

Estimation of Energy Management Strategy Using Neural-Network-Based Surrogate Model for Range Extended Vehicle

Acceso

Erkan Türker, Emre Bulut, Arda Kahraman, Mehmet Çakici and Ferruh Öztürk

In this paper, an energy-management strategy based on fuel economy is presented to achieve a further range increase for range-extended light commercial vehicles. Estimation of the energy-management strategy was carried out using a neural-network-based su... ver más

Revista: Applied Sciences

High-Fidelity Surrogate Based Multi-Objective Optimization Algorithm

Acceso

Adel Younis and Zuomin Dong

The employment of conventional optimization procedures that must be repeatedly invoked during the optimization process in real-world engineering applications is hindered despite significant gains in computing power by computationally expensive models. As... ver más

Revista: Algorithms

Surrogate-Based Optimization Design for Air-Launched Vehicle Using Iterative Terminal Guidance

Acceso

Jiaxin Li, Donghui Wang and Weihua Zhang

In recent years, the penetration of low-cost air-launched vehicles for nano/micro satellites has significantly increased worldwide. Conceptual design and overall parameters optimization of the air-launched vehicle has become an exigent task. In the prese... ver más

Revista: Aerospace

Aerodynamic Data-Driven Surrogate-Assisted Teaching-Learning-Based Optimization (TLBO) Framework for Constrained Transonic Airfoil and Wing Shape Designs

Acceso

Xiaojing Wu, Zijun Zuo and Long Ma

The surrogate-assisted optimization (SAO) process can utilize the knowledge contained in the surrogate model to accelerate the aerodynamic optimization process. The use of this knowledge can be regarded as the primary form of intelligent optimization des... ver más

Revista: Aerospace

Performance-Driven Yield Optimization of High-Frequency Structures by Kriging Surrogates

Acceso

Slawomir Koziel and Anna Pietrenko-Dabrowska

Uncertainty quantification is an important aspect of engineering design, as manufacturing tolerances may affect the characteristics of the structure. Therefore, the quantification of these effects is indispensable for an adequate assessment of design qua... ver más

Revista: Applied Sciences

Artículos similares

Revistas destacadas