AIMC Topic: Pentanes

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Real-Time Detection of Trace Breath Isoprene Based on Circular Domain Spectral Reconstruction Filtering Combined with Convolutional Neural Network.

Analytical chemistry Jul 1, 2025
The detection of trace isoprene in breath provides a noninvasive method for lung cancer diagnosis. However, the presence of interfering components and the parts per billion (ppb) concentration levels of isoprene in breath complicate detection. In thi...
Humans Neural Networks, Computer Convolutional Neural Networks Spectrophotometry, Ultraviolet Breath Tests Pentanes Butadienes Hemiterpenes
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Soft-Sensor for Class Prediction of the Percentage of Pentanes in Butane at a Debutanizer Column.

Sensors (Basel, Switzerland) Jun 9, 2021
Refineries are complex industrial systems that transform crude oil into more valuable subproducts. Due to the advances in sensors, easily measurable variables are continuously monitored and several data-driven soft-sensors are proposed to control the...
Machine Learning Algorithms Butanes Pentanes
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Discriminative Detection for Multiple Volatile Organic Compounds via Dynamic Temperature Modulation Based on Mixed Potential Gas Sensor.

ACS sensors May 23, 2025
Gas sensors combined with artificial intelligence capable of distinguishing multiple odors hold great promise in volatile organic compounds (VOCs) discriminative detection. However, various issues such as large size, high expenses, and mutual interfe...
Machine Learning Temperature Acetone Odorants Volatile Organic Compounds Gases Wavelet Analysis Pentanes Butadienes Hemiterpenes 1-Propanol
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