Textual data transformations using natural language processing for risk assessment

Advanced intelligence frameworks for predicting maximum pitting corrosion depth in oil and gas pipelines

(2021) Mohamed El Amine Ben Seghier et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A probabilistic model to estimate microbiologically influenced corrosion rate

(2021) Abdul-Waris Dawuda et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Corrosion Risk Assessment Using Adaptive Bow-Tie (ABT) Analysis

(2021) Mohammed Taleb-Berrouane et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Dynamic availability analysis using dynamic Bayesian and evidential networks

(2021) Mohammed Bougofa et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Text Mining of Accident Reports using Semi-Supervised Keyword Extraction and Topic Modeling

(2021) Abdhul Ahadh et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Data-driven operational failure likelihood model for microbiologically influenced corrosion

(2021) Mohammad Zaid Kamil et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Identifying causality and contributory factors of pipeline incidents by employing natural language processing and text mining techniques

(2021) Guanyang Liu et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Application of natural language processing in HAZOP reports

(2021) Xiayuan Feng et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A systems-based approach for modeling of microbiologically influenced corrosion implemented using static and dynamic Bayesian networks

(2020) Pranav Kannan et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Root causes of coal mine accidents: Characteristics of safety culture deficiencies based on accident statistics

(2020) Jiangshi Zhang et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Knowledge acquisition from chemical accident databases using an ontology-based method and natural language processing

(2020) Johannes I. Single et al.   SAFETY SCIENCE

Severity of emergency natural gas distribution pipeline incidents: Application of an integrated spatio-temporal approach fused with text mining

(2020) Xiaobing Li et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

An ontology-based methodology for hazard identification and causation analysis

(2019) Abdul Aziz et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Dynamic domino effect risk assessment using Petri-nets

(2019) Mohammad Zaid Kamil et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

An automatic literature knowledge graph and reasoning network modeling framework based on ontology and natural language processing

(2019) Hainan Chen et al.   ADVANCED ENGINEERING INFORMATICS

Extracting safety information from multi-lingual accident reports using an ontology-based approach

(2019) Peter Hughes et al.   SAFETY SCIENCE

A time-dependent probabilistic model for fire accident analysis

(2019) Ruochen Yang et al.   FIRE SAFETY JOURNAL

Bayesian Stochastic Petri Nets (BSPN) - A new modelling tool for dynamic safety and reliability analysis

(2019) Mohammed Taleb-Berrouane et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Model for microbiologically influenced corrosion potential assessment for the oil and gas industry

(2018) Mohammed Taleb-Berrouane et al.   CORROSION ENGINEERING SCIENCE AND TECHNOLOGY

In search of causes behind offshore incidents: Fire in offshore oil and gas facilities

(2018) S. Zohra Halim et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Failure analysis of the offshore process component considering causation dependence

(2018) Samir M. Deyab et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Safety analysis of process systems using Fuzzy Bayesian Network (FBN)

(2018) Esmaeil Zarei et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

A statistical analysis of causes and consequences of the release of hazardous materials from pipelines. The influence of layout

(2018) Roberto Bubbico   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports

(2016) Antoine J.-P. Tixier et al.   AUTOMATION IN CONSTRUCTION

Application of machine learning to construction injury prediction

(2016) Antoine J.-P. Tixier et al.   AUTOMATION IN CONSTRUCTION

Natural language processing for aviation safety reports: From classification to interactive analysis

(2016) Ludovic Tanguy et al.   COMPUTERS IN INDUSTRY

Availability analysis of safety critical systems using advanced fault tree and stochastic Petri net formalisms

(2016) Mohammed Talebberrouane et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Application of machine learning to mapping primary causal factors in self reported safety narratives

(2015) S.D. Robinson et al.   SAFETY SCIENCE

Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article]

(2014) Erik Cambria et al.   IEEE Computational Intelligence Magazine

Microbiologically influenced corrosion: an update

(2014) Brenda J. Little et al.   INTERNATIONAL MATERIALS REVIEWS

Domain ontology for scenario-based hazard evaluation

(2013) Chong-guang Wu et al.   SAFETY SCIENCE

Dynamic safety analysis of process systems by mapping bow-tie into Bayesian network

(2012) Nima Khakzad et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Analyzing system safety and risks under uncertainty using a bow-tie diagram: An innovative approach

(2011) Refaul Ferdous et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Fuzzy risk matrix

(2008) Adam S. Markowski et al.   JOURNAL OF HAZARDOUS MATERIALS