Application of long short-term memory recurrent neural networks for localisation of leak source using 3D computational fluid dynamics

Risk-based fault detection and diagnosis for nonlinear and non-Gaussian process systems using R-vine copula

(2021) Md. Tanjin Amin et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Deep learning based quantitative property-consequence relationship (QPCR) models for toxic dispersion prediction

(2021) Zeren Jiao et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

The weighted set covering problem combined to computational fluid dynamics for optimisation of gas detectors

(2021) Hendrew S. Girotto et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Gas leak detection in galvanised steel pipe with internal flow noise using convolutional neural network

(2020) Yanjue Song et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Enhanced spectrum convolutional neural architecture: An intelligent leak detection method for gas pipeline

(2020) Fangli Ning et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Review and analysis of supervised machine learning algorithms for hazardous events in drilling operations

(2020) Augustine Uhunoma Osarogiagbon et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Feed-forward Neural Networks and Recurrent Neural Networks for Locating the Leak Point of Chemicals in Outdoor Plant: A Combination of Deep-learning and CFD simulation

(2019) Hyunseung Kim et al.   COMPUTERS & CHEMICAL ENGINEERING

Direct Prediction of the Toxic Gas Diffusion Rule in a Real Environment Based on LSTM

(2019) Fei Qian et al.   International Journal of Environmental Research and Public Health

A survey on deep learning for big data

(2018) Qingchen Zhang et al.   Information Fusion

Deep neural network and random forest classifier for source tracking of chemical leaks using fence monitoring data

(2018) Jaehoon Cho et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Natural Gas Fugitive Leak Detection Using an Unmanned Aerial Vehicle: Localization and Quantification of Emission Rate

(2018) Levi Golston et al.   Atmosphere

The set covering problem applied to optimisation of gas detectors in chemical process plants

(2018) Sávio S.V. Vianna   COMPUTERS & CHEMICAL ENGINEERING

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

(2017) Vivienne Sze et al.   PROCEEDINGS OF THE IEEE

The real-time estimation of hazardous gas dispersion by the integration of gas detectors, neural network and gas dispersion models

(2015) Bing Wang et al.   JOURNAL OF HAZARDOUS MATERIALS

Experimental study on acoustic propagation-characteristics-based leak location method for natural gas pipelines

(2015) Liu Cui-wei et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

From Feedforward to Recurrent LSTM Neural Networks for Language Modeling

(2015) Martin Sundermeyer et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Gas source localization with a micro-drone using bio-inspired and particle filter-based algorithms

(2013) Patrick P. Neumann et al.   ADVANCED ROBOTICS

A new fault detection method for non-Gaussian process based on robust independent component analysis

(2013) Lianfang Cai et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Gas pipeline leakage detection based on acoustic technology

(2012) Wei Liang et al.   ENGINEERING FAILURE ANALYSIS

Odor source localization using a mobile robot in outdoor airflow environments with a particle filter algorithm

(2011) Ji-Gong Li et al.   AUTONOMOUS ROBOTS