Constrained cash computing system to optimally schedule aircraft repair capacity with closed loop dynamic physical state and asset utilization attainment control

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
• 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 and inspection data pertaining to the operating asset states of one or more fleets of aircraft over a time period, the operations data and the inspection data stored in one or more databases of the second set of computer systems, the operations data and the inspection 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 and dates of inspections, types of inspections, and results of inspections conducted with respect to 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 and the inspection data;
• performing a financial objective and constraints analysis with a simulation system for one or more assets of the one or more fleets of aircraft, the cost savings analysis including identifying a modification of at least one of a set of the control input values;
• computing an estimated reduction of forecast error related to operating and service costs for the one or more assets over one or more time periods, the identifying based on comparisons of a first subset of the operations data and the inspection data with a second subset of the operations data and the inspection data, and
• providing the first set of computer systems with access to a recommendation pertaining to operation of the one or more assets based on the one or more assets being in revenue service or in repair.

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

• collecting operations data and inspection data at a first set of computer system, the operations data and inspection data pertaining to operating asset states of one or more fleets of aircraft over a time period, the operations data and the inspection data stored in one or more databases of a second set of computer systems, the operations data and the inspection 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 and dates of inspections, types of inspections, and results of inspections conducted with respect to 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 and the inspection data;
• performing a financial objective and constraints analysis with a simulation system for one or more assets of the one or more fleets of aircraft, the cost savings analysis including identifying a modification of at least one of a set of the control input values;
• computing an estimated reduction of forecast error related to operating and service costs for the one or more assets over one or more time periods, the identifying based on comparisons of a first subset of the operations data and the inspection data with a second subset of the operations data and the inspection data;
• and
• providing the first set of computer systems with access to a recommendation pertaining to operation of the one or more assets based on the one or more assets being in revenue service or in repair.