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Predicting Performance of Hall Effect Ion Source Using Machine Learning

open access: yesAdvanced Intelligent Systems, Volume 7, Issue 3, March 2025.
This study introduces HallNN, a machine learning tool for predicting Hall effect ion source performance using a neural network ensemble trained on data generated from numerical simulations. HallNN provides faster and more accurate predictions than numerical methods and traditional scaling laws, making it valuable for designing and optimizing Hall ...
Jaehong Park   +8 more
wiley   +1 more source
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The Fuel System and Fuel Injection

2021
The fuel system consists of a low-pressure part and a high-pressure part. The low-pressure part includes the fuel tank, a fuel pump, the fuel filter and the low-pressure lines. The fuel filter in the low-pressure fuel system filters particles out of the fuel.
Michael Hilgers, Wilfried Achenbach
openaire   +1 more source

FUEL INJECTION TUBING

2020
<div class="section abstract"> <div class="htmlview paragraph">This standard covers tubing intended for use as high pressure fuel injection lines on a range of engines requiring tubing no larger than ¼ in (6.35 mm) OD. The material and construction of the tubing shall be cold drawn annealed low carbon seamless steel of a quality suitable ...
  +4 more sources

Diesel Fuel Injection—End-Mounting Flanges for Fuel Injection Pumps

2017
<div class="section abstract"> <div class="htmlview paragraph">This SAE Standard specifies dimensional requirements for eight types of end-mounting flange for fuel injection pumps for use in diesel (compression ignition) engines.</div></div>
  +4 more sources

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