Essentialized Document Generation for Technician Skill Adaptation
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Solution Overview
Problem
Technicians face inefficiencies in solving asset problems due to incomplete and complex work orders that lack essential context, often requiring manual search through large datasets and containing redundant information, which can be overwhelming especially when dealing with unfamiliar asset components.
Innovation Solution
A computer-implemented method that generates an essentialized document by determining critical factors from work orders, assessing user skills, and customizing the document to provide relevant information tailored to the technician's skill level, omitting redundant data and including explanations or references as needed.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If complete work orders with all available data are provided to technicians, then information completeness is improved, but information overload and complexity increase making it overwhelming especially for unfamiliar asset components
Solution Approach 1:
The patent segments work order information into essential and non-essential components. The system identifies and extracts only the critical information needed to resolve the specific asset problem, separating it from redundant data. This segmentation reduces work order complexity while maintaining information completeness for the specific problem at hand.
Solution Approach 2:
The patent applies local quality by customizing work order information based on the technician's skill level and the specific asset component involved. The system adjusts the level of detail and technical depth provided, offering more comprehensive information for unfamiliar components while providing concise information for familiar ones, thereby optimizing information delivery without overwhelming the technician.
2Loss of information
If all available work order data is presented to technicians, then context coverage is improved, but time to process and understand the information increases
Solution Approach 1:
The patent applies preliminary action by pre-processing and analyzing work order data before presentation to the technician. The system automatically identifies critical factors, extracts essential information, and organizes it in a prioritized manner before the technician receives it. This preliminary processing reduces the time required for the technician to understand and act on the information while maintaining comprehensive context coverage.
Solution Approach 2:
The patent extracts only the essential and relevant information from the complete work order data set. The system identifies and removes redundant information, presenting only the critical context needed to resolve the asset problem. This extraction process maintains full context coverage for problem-solving while significantly reducing the time required for information processing.
3Manufacturing precision
If work orders include detailed information for all asset components, then problem-solving accuracy is improved, but redundancy increases overwhelming the technician
Solution Approach 1:
The patent applies partial action by providing detailed information only for the specific asset components relevant to the current problem, rather than including exhaustive details for all components. The system identifies which components are critical to resolving the issue and provides comprehensive information for those while omitting or summarizing information for unrelated components, thereby maintaining problem-solving accuracy without information redundancy.
4Ease of operation
If work orders are standardized for all technicians, then ease of use is improved, but adaptability to different skill levels decreases
Solution Approach 1:
The patent applies dynamics by making work order information adaptive rather than static. The system dynamically adjusts the content, detail level, and presentation of work orders based on the technician's skill level, experience, and the specific asset component involved. This dynamic adaptation maintains ease of use through consistent formatting while providing customized information depth and technical complexity appropriate to each technician's capabilities.
Data Source
AI summary
One or more systems, devices, computer program products and/or computer-implemented methods provided herein facilitate generation of an essentialized document that aids a technician in solving a problem with an asset. In an embodiment, the essentialized document is customizable based on technician skill. In another embodiment, the essentialized document is customizable based on the asset and asset components at issue.