This invention discloses a method,
system, and storage medium for
complex system state calculation and action generation based on structured constraints, belonging to the technical fields of
complex system operation control, state analysis, intelligent calibration, and computer implementation. The method acquires multi-dimensional physical state input of a
complex system, performs state calculation based on preset structured constraints, and obtains at least two different-dimensional
state representation quantities. These
state representation quantities include at least a first
state representation quantity representing the degree of deviation of the current state from the target working domain and a second state representation quantity representing the evolution trend or directional relationship of the current state. Based on the state representation quantities, basic action quantities are generated, and based on the basic action quantities and action projection relationships, action output information is generated. Based on the structured constraints, constraint
verification, projection correction, or output condition judgment is performed on the action output information, and the processed action output information is output. The action output information includes at least one of control quantities, state classification results, action direction suggestions, priority suggestions, and suggestion adjustment ranges. This allows the invention to cover multiple implementation paths, such as individual judgment, suggestion output, post-judgment control, and
direct control, and is applicable to engines, powertrains, wind turbines,
rocket vertical
recovery, and other multivariable coupled and strongly nonlinear systems.