AI Hazard Detection and Safety Control for Work Permits
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Solution Overview
Problem
Work activities often require complex processes for hazard detection, safety control implementation, and work permit issuance, involving multiple adversarial parties, which can be streamlined through multimodal artificial intelligence to automate these steps and facilitate communication.
Innovation Solution
A method and system using an AI model to determine and implement safety controls for work activities by analyzing a work summary, identifying hazards, and deploying appropriate safety measures, including pre- and post-deployable features, while monitoring compliance and issuing work authorizations.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If traditional manual processes are used for hazard detection, safety control determination, and work permit issuance, then human judgment and flexibility are maintained, but the process complexity increases and efficiency decreases
Solution Approach 1:
The system enables automated self-assessment of hazards and safety controls by the work entity using AI models, eliminating the need for manual intervention in hazard identification and safety control determination, thereby improving efficiency while managing complexity through automation
Solution Approach 2:
Manual mechanical processes for hazard detection and safety control determination are replaced with AI-based automated systems that process work summaries and generate safety controls automatically, reducing process complexity and increasing efficiency
2Reliability
If multiple adversarial parties are involved in the safety control process, then comprehensive safety review is achieved, but communication complexity and time consumption increase
Solution Approach 1:
The AI model performs preliminary hazard detection and safety control determination before formal permit issuance, allowing adversarial parties to review pre-analyzed safety controls rather than debating hazards from scratch, thereby maintaining comprehensive safety review while reducing time consumption
Solution Approach 2:
The AI-based safety control system acts as an intermediary that translates work summaries into standardized safety controls, facilitating communication between adversarial parties by providing a common technical basis for review and approval, reducing communication complexity and time consumption
3Measurement precision
If detailed manual analysis of work activities is performed to identify hazards, then accuracy of hazard detection is improved, but the time and resource requirements increase
Solution Approach 1:
Manual detailed analysis of work activities is replaced with AI model-based automated analysis that processes work summaries to identify hazards with high accuracy, eliminating time consumption associated with manual detailed analysis while maintaining or improving hazard detection accuracy
Solution Approach 2:
The AI model creates a digital representation (copy) of the work activity from the work summary and analyzes this copy to identify hazards, enabling detailed analysis without requiring time-consuming manual examination of the actual work activity
Data Source
AI summary
A method for determining and implementing a safety control for a work activity. The method includes obtaining a work summary for a work activity to be performed in a work environment and determining, using an artificial intelligence (AI) model, a detailed work description based on the work summary, the detailed work description including one or more hazards associated with the work activity. The method further includes determining, using the AI model, a safety control to mitigate the one or more hazards, implementing the safety control and performing the work activity according to the detailed work description and the safety control.