System and method for processing optimization through similarity analysis
AssigneeNan Ya Plastics Corporation
InventorsChing-Yao Yuan, Cheng-Li Chao, Yu Ti Tseng
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Abstract
This disclosure provides a system and a method for process optimization through similarity analysis, selecting at least one historical process data closest to the target process from historical data, adjusting parameters based on the historical process data to obtain the target process, and then verifying the accuracy of the target process to ensure the quality of products produced using the target process. Not only may the above reduce cost of testing and production risks, but also systematically adjust the weight of parameters to produce a suitable process for subsequent production, thereby shortening development time and improving yield.
Claims20
A system for processing optimization through similarity analysis, comprising:
- a storage storing a plurality of modules;
- and
- a processor coupled to the storage and configured to:
- obtain a plurality of data corresponding to a plurality of specifications;
- execute a pre-processing module in the modules to adjust a plurality of weights corresponding to a plurality of factors in the specifications;
- execute an encoding module in the modules to encode the factors;
- execute a comparison module in the modules to calculate a plurality of similarities according to a target process and the encoded factors;
- execute an analysis module in the modules to obtain target data according to the similarities, and calculate a plurality of target process factors corresponding to the target process according to the target data;
- and
- establish an optimized target process according to the target process factors.
A method for processing optimization through similarity analysis, comprising:
- obtaining a plurality of data corresponding to a plurality of specifications;
- adjusting a plurality of weights corresponding to a plurality of factors in the specifications;
- encoding the factors;
- calculating a plurality of similarities according to a target process and the encoded factors;
- obtaining target data according to the similarities, and calculating a plurality of target process factors corresponding to the target process according to the target data;
- and
- establishing an optimized target process according to the target process factors.
Dependencies are inferred from the claim text.