AIMC Topic: Natural Gas

Clear Filters Showing 1 to 10 of 10 articles

Forecasting monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling.

PloS one Jun 11, 2025
Natural gas (NG) is relatively a clean source of energy, particularly compared to fossil fuels, and worldwide consumption of NG has been increasing almost linearly in the last two decades. A similar trend can also be seen in Turkey, while another sim...
Machine Learning Forecasting Turkey Humans Models, Theoretical Natural Gas Cities
View on PubMed DOI

An ML-Enhanced Laser-Based Methane Slip Sensor Using Wavelength Modulation Spectroscopy.

ACS sensors Jan 15, 2025
Natural gas (NG) is a promising alternative to diesel for sustainable transport, potentially reducing GHG and air quality emissions significantly. However, the GHG benefits hinge on managing methane slip, the unburned methane in the exhaust of NG eng...
Lasers Machine Learning Spectrum Analysis Methane Natural Gas Vehicle Emissions
View on PubMed DOI

Fuzzy set-based decision support system for hydrogen sulfide removal technology selection in natural gas processing: a sustainability and efficiency perspective.

Environmental monitoring and assessment Nov 28, 2024
Removing hydrogen sulfide (HS) toxic and corrosive gas from the natural gas processing and utilization industry is a challenging problem for managers of these industries. This problem involves different economic, environmental, and health issues. Var...
Decision Support Techniques Air Pollution Natural Gas Air Pollutants Fuzzy Logic Hydrogen Sulfide
View on PubMed DOI

Early Detection of Pipeline Natural Gas Leakage from Hyperspectral Imaging by Vegetation Indicators and Deep Neural Networks.

Environmental science & technology Jun 14, 2024
The timely detection of underground natural gas (NG) leaks in pipeline transmission systems presents a promising opportunity for reducing the potential greenhouse gas (GHG) emission. However, existing techniques face notable limitations for prompt de...
Natural Gas Hyperspectral Imaging Neural Networks, Computer Methane Environmental Monitoring
View on PubMed DOI

Probabilistic real-time natural gas jet fire consequence modeling of offshore platforms by hybrid deep learning approach.

Marine pollution bulletin Jun 7, 2023
Natural gas jet fire induced by igniting blowouts has the potential to cause critical structure damage and great casualties of offshore platforms. Real-time natural gas jet fire plume prediction is essential to support the emergency planning to mitig...
Natural Gas Bayes Theorem Fires Deep Learning
View on PubMed DOI

Predicting the monthly consumption and production of natural gas in the USA by using a new hybrid forecasting model based on two-layer decomposition.

Environmental science and pollution research international Jan 9, 2023
As an efficient, economical, and clean energy, natural gas plays an important role in the development of the new energy revolution. Accurate prediction of natural gas consumption and production can adjust energy deployment in advance, which can ensur...
Forecasting Neural Networks, Computer Natural Gas Time Factors
View on PubMed DOI

Shale gas geological "sweet spot" parameter prediction method and its application based on convolutional neural network.

Scientific reports Sep 13, 2022
Parameters such as gas content (GAS), porosity (PHI) and total organic carbon (TOC) are key parameters that reveal the shale gas geological "sweet spot" of reservoirs. However, the lack of a three-dimensional high-precision prediction method is not c...
Porosity Neural Networks, Computer Geology Natural Gas Oil and Gas Fields
View on PubMed DOI

Deep Learning Approach for Detection of Underground Natural Gas Micro-Leakage Using Infrared Thermal Images.

Sensors (Basel, Switzerland) Jul 16, 2022
The leakage of underground natural gas has a negative impact on the environment and safety. Trace amounts of gas leak concentration cannot reach the threshold for direct detection. The low concentration of natural gas can cause changes in surface veg...
Natural Gas Zea mays Temperature Deep Learning
View on PubMed DOI

Forecasting annual natural gas consumption via the application of a novel hybrid model.

Environmental science and pollution research international Jan 7, 2021
Accurate prediction of natural gas consumption (NGC) can offer effective information for energy planning and policy-making. In this study, a novel hybrid forecasting model based on support vector machine (SVM) and improved artificial fish swarm algor...
Natural Gas China Support Vector Machine Forecasting Neural Networks, Computer
View on PubMed DOI

Forecasting Natural Gas Prices Using Wavelets, Time Series, and Artificial Neural Networks.

PloS one Nov 5, 2015
Following the unconventional gas revolution, the forecasting of natural gas prices has become increasingly important because the association of these prices with those of crude oil has weakened. With this as motivation, we propose some modified hybri...
Natural Gas Time Factors Commerce Petroleum Models, Statistical Neural Networks, Computer Forecasting Models, Theoretical Humans
View on PubMed DOI
Popular Topics
Recent Journals