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AI in Process Safety
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AI in Process Safety
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RBPS Framework
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Asset Integrity & Reliability
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Commit to Safety
Hazard Identification & Risk Analysis
Incident Investigation
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AI Foundations and Core Methodologies
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Data, Architecture, and Integration
Definitions and Glossary
Document & Diagram Understanding
Understanding Hazards and Risk
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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
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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
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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
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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
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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
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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
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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
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
View Resource
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
View Resource
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
View Resource
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
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
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
View Resource
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
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
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
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
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
View Resource
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
View Resource
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
View Resource
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
View Resource
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