Custom-Made Coating Indexing Across Dual Databases
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Solution Overview
Problem
Existing systems face challenges in efficiently matching custom-made coatings due to variations in chemical composition and environmental factors, leading to difficulties in accurately replicating target coatings in automotive repair and other applications.
Innovation Solution
A computer system is used to index custom-made coatings within a database by maintaining a primary database of standard coatings and a secondary database of user-specific coatings, allowing simultaneous searchability of both databases to enhance matching efficiency.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If a single database is used to store all coatings, then device complexity is reduced, but the system cannot efficiently handle custom-made coatings with varied chemical composition and properties
Solution Approach 1:
The patent divides the coating database into two separate databases: a first database for storing standard coatings with known properties and a second database for storing custom-made coatings with varied properties. This segmentation allows each database to be optimized for its specific purpose while collectively providing comprehensive coverage of both standard and custom coatings, resolving the contradiction between adaptability and complexity.
Solution Approach 2:
The patent introduces an intermediary indexing mechanism that links the two databases together. This intermediary structure enables the system to search and retrieve coatings from either database efficiently, maintaining the benefits of a unified search capability while preserving the structural simplicity of separate databases. The intermediary layer mediates between the standardized first database and the flexible second database, allowing seamless integration without increasing overall system complexity.
2Productivity
If manual entry of coating information is used, then ease of operation is improved, but time consumption and matching accuracy deteriorate
Solution Approach 1:
The patent replaces manual coating information entry and matching processes with an automated computer-based system. The system automatically stores coating characterization data, chemical composition, and visual properties in databases, and uses computational algorithms to match custom coatings with standard coatings based on multiple parameters. This substitution of mechanical manual processes with automated electronic systems simultaneously improves productivity through faster processing and enhances measurement precision through objective, data-driven matching criteria.
Solution Approach 2:
The patent implements feedback mechanisms where the system continuously refines coating matches based on characterized properties and visual appearance data. The automated system analyzes the results of coating comparisons and adjusts matching algorithms to improve accuracy over time, providing feedback loops that enhance both the speed and precision of coating identification and selection processes.
3Loss of information
If comprehensive coating data is stored, then measurement precision is improved, but device complexity and data management difficulty increase
Solution Approach 1:
The patent segments comprehensive coating data into two organized databases: the first database stores standardized coating information with consistent formatting and controlled vocabularies, while the second database stores custom coating data with flexible structures adapted to specific user needs. This segmentation preserves information completeness while reducing management complexity through standardized schemas for each database type.
Solution Approach 2:
The patent applies local quality principles by allowing different data structures and levels of detail in different parts of the system. The first database uses standardized, rigid structures for consistent coating data, while the second database allows flexible, adaptive structures for custom coatings. This local differentiation maintains information completeness where needed while simplifying data management through appropriate structural choices for each specific context.
Data Source
AI summary
A computer system for indexing custom-made coatings within a database may include processors and computer-readable media having stored thereon executable instructions. In some examples, the executable instructions may, when executed by the processors, cause the computer system to maintain a primary database including characterization data for a set of coatings (e.g., first-party coatings). The system may receive, from a user, characterization data or identifier data of a custom-made coating (e.g., a third-party coating) and may store the data in a secondary database. The computer system may then index the secondary database with the primary database such that the user may search both the primary database and the secondary database simultaneously. Accordingly, if the user performs a search, the computer system may return both first-party and third-party coatings. Such a system may provide benefits such as a more efficient workflow or a reduced search time.