Patent ID: 11960253
Assignee: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A system for parameter optimization with adaptive search space, comprising a process equipment, a circuit connecting with the process equipment, and a storage device storing program code executed by the circuit to optimize a plurality of operating parameters for the process equipment, wherein the circuit executes the program code to perform:
a data acquisition unit, obtaining a plurality sets of executed values of a plurality of operating parameters and a target parameter;, an adaptive adjustment unit, including:
a parameter space transformer, performing a space transformation on a parameter space of the operating parameters according to the plurality sets of the executed values to obtain a transformed parameter space having an orthogonal relationship between a plurality of transformed components; and
a search range definer, defining a parameter search range in the transformed parameter space according to the plurality sets of the executed values; and
an optimization search unit, searching out a set of recommended values of the operating parameters by taking the parameter search range as a limiting condition and taking optimizing the target parameter as a target; and
transmitting the set of recommended values of the operating parameters to the process equipment to obtain the target parameter.