CPC F04D 27/001 (2013.01) [F04D 27/02 (2013.01); F04D 27/0207 (2013.01); F04D 27/0246 (2013.01); F04D 27/0253 (2013.01); G01M 15/14 (2013.01); G05B 13/027 (2013.01); G06N 3/04 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); F05D 2270/101 (2013.01); F05D 2270/709 (2013.01)] | 20 Claims |
1. A control system for an engine having a compressor element, the control system comprising:
one or more computing devices having one or more memory devices and one or more processing devices, the one or more memory devices storing computer-readable instructions that can be executed by the one or more processing devices to perform operations, in performing the operations, the one or more processing devices are configured to:
receive data indicative of an operating characteristic associated with the compressor element;
splice the received data into data subsets indicative of the operating characteristic associated with the compressor element, each data subset of the data subsets includes a time series of data having a plurality of data points between an initial time and an end time, the plurality of data points of each data subset having a unique initial time; and
determine, by a machine-learned model, a stall margin remaining of the compressor element based at least in part on the data subsets.
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