| CPC F01D 19/02 (2013.01) [F01D 25/12 (2013.01); F05D 2220/323 (2013.01); F05D 2260/232 (2013.01); F05D 2260/85 (2013.01); F05D 2270/112 (2013.01); F05D 2270/3032 (2013.01)] | 17 Claims |

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16. A turbomachine, comprising:
a core engine comprising a shaft, and a compressor stage and a turbine stage coupled to the shaft;
one or more sensors respectively configured to determine temperature measurements from at least one of an upward portion of the turbomachine and a downward portion of the turbomachine;
a motoring system coupled to the shaft, the motoring system configured to rotate the shaft; and
an engine control system comprising a non-transitory memory device and a processor, wherein the memory device comprises computer-executable instructions, which when executed by the processor, cause the engine control system to perform a method of controlling thermal bias in the turbomachine during a non-started state, the method comprising:
determining, using a thermal bias model, a thermal bias-value based on a plurality of temperatures measured about a circumference of the shaft of the turbomachine;
determining, using a projection model, a projection value for the thermal bias-value at a future time, wherein the projection value corresponds to a defined time period, the defined time period selected at least in part to allow the cooling treatment to be initiated before the thermal bias-value exceeds an upper control limit;
generating a model output based on the thermal bias-value, the model output structured to alter an operating condition associated with the turbomachine; and
performing a cooling treatment based at least in part on the model output, wherein the cooling treatment comprises at least one of: circulating air through at least a portion of the turbomachine, and rotating the shaft of the turbomachine with the motoring system.
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