Articles with "simulation driven" as a keyword



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Simulation-driven design of a passive liquid cooling system for a thermoelectric generator

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Published in 2017 at "Applied Energy"

DOI: 10.1016/j.apenergy.2017.07.127

Abstract: Abstract Active cooling of thermoelectric generators (TEGs) is problematic since mechanical devices such as pumps and fans draw a high proportion of the limited power generated. Increasing the coolant fluid flow rate is typically a… read more here.

Keywords: cooling system; system; liquid; design ... See more keywords
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Simulation Driven AI: From Artificial to Actual and Vice Versa

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Published in 2023 at "IEEE Intelligent Systems"

DOI: 10.1109/mis.2023.3235676

Abstract: In this perspective, we discuss the important role of simulations in building state-of-the-art artificial intelligence (AI) systems. We first explain why simulations become vital in building complex AI systems. Then, we study some challenges and… read more here.

Keywords: driven artificial; artificial actual; actual vice; simulation ... See more keywords
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Optimal Reserve Allocation With Simulation-Driven Frequency Dynamic Constraint: A Distributionally Robust Approach

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Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"

DOI: 10.1109/tcsii.2022.3184969

Abstract: This brief proposes a simulation-driven framework that exploits the Monte Carlo simulation and the linear regression method to fit the implicit relationship between the integral frequency deviation and the frequency reserve allocations during the primary… read more here.

Keywords: reserve; frequency dynamic; distributionally robust; frequency ... See more keywords
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Simulation-Driven Domain Adaptation for Rolling Element Bearing Fault Diagnosis

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Published in 2022 at "IEEE Transactions on Industrial Informatics"

DOI: 10.1109/tii.2021.3103412

Abstract: State-of-the-art deep learning models remain data-intensive, requiring large training datasets to ensure their generalization ability. However, in industry, it is quite expensive or impractical to obtain massive training samples for condition monitoring practitioners. This article… read more here.

Keywords: domain adaptation; fault diagnosis; adaptation; driven domain ... See more keywords
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A simulation-driven online scheduling algorithm for the maintenance and operation of wind farm systems

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Published in 2021 at "SIMULATION"

DOI: 10.1177/00375497211028605

Abstract: Wind turbines experience stochastic loading due to seasonal variations in wind speed and direction. These harsh operational conditions lead to failures of wind turbines, which are difficult to predict. Consequently, it is challenging to schedule… read more here.

Keywords: driven online; wind farm; maintenance; simulation ... See more keywords
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Control of Density and Grain Structure of a Laser Powder Bed-Fused Superelastic Ti-18Zr-14Nb Alloy: Simulation-Driven Process Mapping

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Published in 2020 at "Metals"

DOI: 10.3390/met10121697

Abstract: This study focuses on the control of density and grain structure of a superelastic Ti-18Zr-14Nb (at. %) alloy subjected to laser powder bed fusion. It starts with the production and characterization of a Ti-18Zr-14Nb powder… read more here.

Keywords: 18zr 14nb; grain structure; density grain; density ... See more keywords