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AI supports leading and lagging indicator analytics with automated dashboards, along with trend detection and statistical anomaly identification in safety performance data. It also enables predictive models that correlate safety indicators with outcome risk and supports benchmarking across facilities, business units, and industry peers.

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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

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

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

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

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

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

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 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

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

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

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

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

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