Constrained time computing control system to simulate and optimize aircraft operations with dynamic thermodynamic state and asset utilization attainment

A system comprising

• a first set of computer systems, the first set of computer system deployed in an aircraft service provider cluster, the first set of computer systems communicatively coupled to a second set of computer systems, the second set of computer systems deployed in each of a plurality of aircraft services customer clusters, incorporating one or more optimization modules;
• one or more optimization modules incorporated into the first set of computer systems, the one or more optimization modules configuring one or more processors of the first set of computer systems to perform control operations, the control operations including:
• collecting operations data pertaining to operations of one or more fleets of aircraft over a time period, the operations data stored in one or more databases of the second set of computer systems, the operations data including values corresponding to fields in the one or more databases, the fields representing at least one of policy data pertaining to one or more operations policies, flight schedule data pertaining to one or more flight schedules, and operating cost data pertaining to operating costs associated with the one or more fleets of aircraft;
• deriving assumptions of control input values for use by the first set of computer systems based on the operations data;
• performing a cost savings analysis with a simulation system for at least one aircraft of the one or more fleets of aircraft, the cost savings analysis including identifying a modification of at least one of the control input values;
• computing an estimated reduction of operating costs for the aircraft over one or more time periods, the computing based on comparisons of a first subset of the operations data with a second subset of the operations data, the first subset of the operations data pertaining to the one aircraft and the second subset of the operations data pertaining to another aircraft in the one or more fleets of aircraft, and
• providing the first set of computer systems with access to a recommendation pertaining to operation of the one aircraft, the recommendation including a specification of the modification.

A non-transitory machine readable medium embodying a set of instructions that, when executed by one or more processors, cause the processors to perform operations, the operations comprising:

• collecting operations data a first set of computer systems, the operations data pertaining to operations of one or more fleets of aircraft over a time period, the operations data stored in one or more databases of a second set of computer systems, the operations data stored in one or more databases of a second set of computer systems, the operations data including values corresponding to fields in the one or more databases, the fields representing at least one of policy data pertaining to one or more operations policies, flight schedule data pertaining to one or more flight schedules, and operating cost data pertaining to operating costs associated with the one or more fleets of aircraft;
• deriving assumptions of control input values for use by the first set of computer systems based on the operations data;
• performing a cost savings analysis with a simulation system for at least one aircraft of the one or more fleets of aircraft, the cost savings analysis including identifying a modification of at least one of the control input values;
• computing an estimated reduction of operating costs for the aircraft over one or more time periods, the computing based on comparisons of a first subset of the operations data with a second subset of the operations data, the first subset of the operations data pertaining to the one aircraft and the second subset of the operations data pertaining to another aircraft in the one or more fleets of aircraft;
• and
• providing the first set of computer systems with access to a recommendation pertaining to operation of the one aircraft, the recommendation including a specification of the modification.