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AI in Process Safety
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Categories
RBPS Elements

AI in Process Safety
Library
Categories
RBPS Elements

Explore Research

AI in Process Safety
Library
Topics
RBPS Framework
Explore All Research

AI in Process Safety
Library
Topics
RBPS Framework
Explore All Research

Risk-Based Process Safety Elements

RBPS

Asset Integrity & Reliability

Auditing

Commit to Safety

Hazard Identification & Risk Analysis

Incident Investigation

Learn from Experience

Manage Risk

Management of Change

Management Review & Continuous Improvement

Measurement & Metrics

Process Knowledge Management

Process Safety Competency

Understanding Hazards and Risk

Category

Category

AI Foundations and Core Methodologies

Architecture & Deployment Patterns

Computer Vision & Image Intelligence

Data, Architecture, and Integration

Definitions and Glossary

Document & Diagram Understanding

Document Analysis & Knowledge Extraction

Generative AI & Natural Language Processing (NLP)

Large Language Models & Foundation Models

Machine Learning Fundamentals

Overview, Definitions, and Scope

Prompt Engineering

Retrieval-Augmented Generation (RAG) & Enterprise Search

Risk-Based Process Safety (RBPS) Applications — 20 Elements

AI Approach

AI Method

Cross-cutting technique

Showing 0 Resources

Fundamentals of Generative AI – Concepts and Terminology

CATEGORIES

Generative AI & Natural Language Processing (NLP)Definitions and Glossary Large Language Models & Foundation Models Overview, Definitions, and Scope Prompt Engineering Retrieval-Augmented Generation (RAG) & Enterprise Search

RISK-BASED PROCESS SAFETY ELEMENTS

Process Knowledge Management Hazard Identification & Risk Analysis Management of Change

From Hallucination to HAZOP: How GenAI Finally Learned to Speak PSM

CATEGORIES

Computer Vision & Image Intelligence Document & Diagram Understanding

RISK-BASED PROCESS SAFETY ELEMENTS

Manage Risk Hazard Identification & Risk Analysis Management of Change Understanding Hazards and Risk

System and Best Practices to Manage the MOC Digital Transition Closed-Loop Model to Optimize Management of Change

CATEGORIES

Data, Architecture, and Integration Architecture & Deployment Patterns

RISK-BASED PROCESS SAFETY ELEMENTS

Manage Risk Management of Change

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Learning HAZOP expert system by case-based reasoning and ontology

CATEGORIES

Risk-Based Process Safety (RBPS) Applications — 20 Elements

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Hazard Identification & Risk Analysis Process Knowledge Management Process Safety Competency Understanding Hazards and Risk

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

Automation for HAZOP Study: A State-of-the-Art Review

CATEGORIES

Risk-Based Process Safety (RBPS) Applications — 20 Elements

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

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

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

A Study on a Knowledge Graph Construction Method of Safety Reports for Process Industries

CATEGORIES

Risk-Based Process Safety (RBPS) Applications — 20 Elements

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

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

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

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

Can Large Language Models Assist in Hazard Analysis?

CATEGORIES

Risk-Based Process Safety (RBPS) Applications — 20 Elements

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Hazard Identification & Risk Analysis Process Knowledge Management Process Safety Competency Understanding Hazards and Risk

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

AI-Powered HAZOP Methodologies Delivering Uniform, Reliable Outcomes with Improved Efficiency and Lower Expenditure

CATEGORIES

Risk-Based Process Safety (RBPS) Applications — 20 Elements

RISK-BASED PROCESS SAFETY ELEMENTS

Asset Integrity & Reliability Hazard Identification & Risk Analysis Manage Risk Understanding Hazards and Risk

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

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

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

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

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

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

Towards Automatic Generation of Piping and Instrumentation Diagrams (P&IDs) with Artificial Intelligence

CATEGORIES

Risk-Based Process Safety (RBPS) Applications — 20 Elements

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

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

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

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

Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Process Knowledge Management Process Safety Competency Understanding Hazards and Risk

Chemical process safety domain knowledge graph-enhanced LLM for efficient emergency response decision support

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Asset Integrity & Reliability Hazard Identification & Risk Analysis Manage Risk Understanding Hazards and Risk

AI-driven FMEA: Integration of Large Language Models for Faster and More Accurate Risk Analysis

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Manage Risk Management of Change Understanding Hazards and Risk

Leveraging Prompt Engineering in Large Language Models for Accelerating Chemical Research

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

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

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

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

Integrating Knowledge Graph and Large Language Model for Safety Management Regulatory Texts

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Process Knowledge Management Process Safety Competency Understanding Hazards and Risk

Prompt Patterns for Structured Data Extraction from Unstructured Text

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

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

Generative AI Copilot to Support Safety Analyses of Human–Robot Collaborations: Hazard Operability Analysis and GPT-4

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Asset Integrity & Reliability Hazard Identification & Risk Analysis Manage Risk Understanding Hazards and Risk

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

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

Evaluation of AI-Assisted HAZOP Software Tools

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

Can Large Language Models Assist in Hazard Analysis?

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Process Knowledge Management Process Safety Competency Understanding Hazards and Risk

ReAct: Synergizing Reasoning and Acting in Language Models

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Commit to Safety Process Knowledge Management Process Safety Competency Understanding Hazards and Risk

Large Language Models are Zero-Shot Reasoners

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Understanding Hazards and Risk

Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Process Knowledge Management Process Safety Competency

Self-Consistency Improves Chain of Thought Reasoning in Language Models

CATEGORIES

Generative AI & Natural Language Processing (NLP)Prompt Engineering

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis

Machine Learning and Deep Learning in Chemical Health and Safety: A Systematic Review of Techniques and Applications

CATEGORIES

AI Foundations and Core Methodologies Machine Learning Fundamentals

RISK-BASED PROCESS SAFETY ELEMENTS

Hazard Identification & Risk Analysis Process Knowledge Management Process Safety Competency

A curated knowledge platform for Artificial Intelligence in Process Safety, independent research, analysis, and commentary on AI in safety-critical industries.

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Last reviewed: March 2026

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