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AI in Process Safety
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AI in Process Safety
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AI in Process Safety
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AI in Process Safety
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Automated information mining in hazardous chemical accident reporting: An improved deep learning approach
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Domain-Augmented Large Language Models for Automated Root Cause Classification of Offshore Process Incidents
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Multi-source heterogeneous data integration for incident likelihood analysis
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
View Resource
A framework for process risk assessment incorporating prior hazard information in text mining models using chunking
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Asset Integrity & Reliability
Hazard Identification & Risk Analysis
Learn from Experience
Manage Risk
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Application of natural language processing for spill reduction in an exploration and production company
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Process Knowledge Management
Understanding Hazards and Risk
View Resource
A method for assisting the accident consequence prediction and cause investigation in petrochemical industries based on natural language processing technology
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Incident Investigation
Learn from Experience
Understanding Hazards and Risk
View Resource
Learning From Major Accidents: A Meta-Learning Perspective
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Management Review & Continuous Improvement
View Resource
A New Text-Mining–Bayesian Network Approach for Identifying Chemical Safety Risk Factors
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Learning from major accidents: A machine learning approach
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
View Resource
Cause Analysis of Hot Work Accidents Based on Text Mining and Deep Learning
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Incident Investigation
Learn from Experience
Understanding Hazards and Risk
View Resource
Widespread Sensors and Artificial Intelligence for a Novel Safety Management System at the Seveso sites
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Text mining of accident reports using semi-supervised keyword extraction and topic modeling
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Identifying causality and contributory factors of pipeline incidents by employing natural language processing and text mining techniques
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
View Resource
Application of Bayesian network and artificial intelligence to reduce accident/incident rates in oil & gas companies
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Management Review & Continuous Improvement
View Resource
Using Artificial Intelligence and Machine Learning Techniques to Analyze Incident Reports
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Incident Investigation
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Knowledge acquisition from chemical accident databases using an ontology-based method and natural language processing
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Seeing the Forest and the Trees: Using Machine Learning to Categorize and Analyze Incident Reports for Alberta Oil Sands Operators
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
View Resource
Using machine learning and keyword analysis to analyze incidents and reduce risk in oil sands operations
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Narrative texts-based anomaly detection using accident report documents: The case of chemical process safety
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Ontology-based computer aid for the automation of HAZOP studies
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Process Knowledge Management
Understanding Hazards and Risk
View Resource
System and Best Practices to Manage the MOC Digital Transition Closed-Loop Model to Optimize Management of Change
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Auditing
Hazard Identification & Risk Analysis
Learn from Experience
Manage Risk
Management of Change
Understanding Hazards and Risk
View Resource
A Novel Knowledge Graph Development for Industry Design: A Case Study on Indirect Coal Liquefaction Process
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Industrial Safety Management in the Digital Era: Constructing a Knowledge Graph from Near Misses
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
From Hallucinations to Hazards: Benchmarking LLMs for Hazard Analysis in Safety-Critical Systems
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Evaluating Natural Language Processing Algorithms for Improved Hazard and Operability Analysis
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Application of Natural Language Processing in HAZOP Reports
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Asset Integrity & Reliability
Learn from Experience
Manage Risk
Measurement & Metrics
View Resource
Can Large Language Models Automate the HAZOP Process Without Human Intervention?
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
A framework for process risk assessment incorporating prior hazard information in text mining models using chunking
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Asset Integrity & Reliability
Hazard Identification & Risk Analysis
Learn from Experience
Manage Risk
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Application of machine learning methods for process safety assessments
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Construction of Petrochemical Knowledge Graph Based on Deep Learning
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
View Resource
Using Artificial Intelligence and Machine Learning Techniques to Analyze Incident Reports
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Incident Investigation
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Using machine learning and keyword analysis to analyze incidents and reduce risk in oil sands operations
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Learning about risk: Machine learning for risk assessment
CATEGORIES
Risk-Based Process Safety (RBPS) Applications — 20 Elements
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Measurement & Metrics
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Knowledge acquisition from chemical accident databases using an ontology-based method and natural language processing
CATEGORIES
Document Analysis & Knowledge Extraction
Generative AI & Natural Language Processing (NLP)
RISK-BASED PROCESS SAFETY ELEMENTS
Incident Investigation
Learn from Experience
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Can Large Language Models Automate the HAZOP Process without Human Intervention?
CATEGORIES
Generative AI & Natural Language Processing (NLP)
Prompt Engineering
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Analysis of the AI Prompt Used to Improve Safety Management System Accessibility
CATEGORIES
Generative AI & Natural Language Processing (NLP)
Prompt Engineering
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Safety analysis in the era of large language models: A case study of STPA using ChatGPT
CATEGORIES
Generative AI & Natural Language Processing (NLP)
Prompt Engineering
RISK-BASED PROCESS SAFETY ELEMENTS
Learn from Experience
Measurement & Metrics
Process Knowledge Management
Understanding Hazards and Risk
View Resource
Clever Hans in the Loop? A Critical Examination of ChatGPT in a Human-in-the-Loop Framework for Machinery Functional Safety Risk Analysis
CATEGORIES
Generative AI & Natural Language Processing (NLP)
Prompt Engineering
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Enhancing structured data generation with GPT-4o: evaluating prompt efficiency across prompt styles
CATEGORIES
Generative AI & Natural Language Processing (NLP)
Prompt Engineering
RISK-BASED PROCESS SAFETY ELEMENTS
Learn from Experience
Measurement & Metrics
Process Knowledge Management
Understanding Hazards and Risk
View Resource
GenAI in the classroom: Customized GPT roleplay for process safety education
CATEGORIES
Generative AI & Natural Language Processing (NLP)
Prompt Engineering
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
Welcome Your New AI Teammate: On Safety Analysis by Leashing Large Language Models
CATEGORIES
Generative AI & Natural Language Processing (NLP)
Prompt Engineering
RISK-BASED PROCESS SAFETY ELEMENTS
Learn from Experience
Measurement & Metrics
Process Knowledge Management
Understanding Hazards and Risk
View Resource
AI-PSM: Where are we now?
CATEGORIES
Generative AI & Natural Language Processing (NLP)
Prompt Engineering
RISK-BASED PROCESS SAFETY ELEMENTS
Hazard Identification & Risk Analysis
Learn from Experience
Measurement & Metrics
Understanding Hazards and Risk
View Resource
