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This is a record of a document published elsewhere, first published by the United States Patent and Trademark Office, as US-2026104697-A1, on 16 April 2026. OpenTechnical did not first disclose it. The identifier, hashes and timestamps below record what this library served and when, not when the material became public. View the original.

OT-2026-000000422

Recommendation system and method for cutter and coating combination based on workpiece parameters

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Sensors, Controls & Machine Vision › Industrial Control
Original source
US-2026104697-A1, the United States Patent and Trademark Office, 16 April 2026
Document SHA-256
21a7ff397b0a2ba00a3d80c92510cc401e6ad48c53784ac8fcad66dba866a4f4

Abstract

Recommendation system and method for cutter and coating combination based on workpiece parameters are provided. The system comprises: an experiment module, configured for collecting machining performance data including cutter characteristic data and cutting performance data of workpiece; a prediction-model-establishment module, configured for establishing a performance-prediction model; a simulation module, configured for randomly combining parameters to generate individuals in an initial population, and inputting the individuals into the trained performance-prediction model to obtain data; a data-processing module, configured for processing the data to obtain a life-evaluation coefficient, a quality-evaluation coefficient, and a comprehensive evaluation coefficient; an iterative optimization module, configured for iteratively optimizing the initial population through a genetic algorithm based on minimization of the comprehensive evaluation coefficient; and extracting an optimal value of cutter parameters and an optimal value of coating parameters; and a recommendation module, configured for selecting an optimal combination and recommending to a user.

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OpenTechnical Publication OT-2026-000000422, “Recommendation system and method for cutter and coating combination based on workpiece parameters,” published September 15, 2026 at 19:02:51 UTC, https://opentechnical.org/p/OT-2026-000000422.

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