MISSION PRIORITIZATION AND WORK ORDER ARRANGEMENT FOR UNMANNED AERIAL VEHICLES AND REMOTELY-PILOTED VEHICLES
First Claim
1. A method, comprising:
- ingesting, as input data, weather information, mission-specific flight parameters for unmanned aircraft, and operational rules for the unmanned aircraft, the weather information including at least one of current weather data, historical weather data, predicted weather data, and forecasted weather data for a specific geographic area, the mission-specific flight parameters defining flight plans for the unmanned aircraft in the specific geographic area and one or more work orders for the unmanned aircraft that include constraints and variables affecting satisfaction of the constraints, and the operational rules at least relating to mission performance;
analyzing the input data in a plurality of data processing modules within a computing environment in which the plurality of data processing modules are executed in conjunction with at least one processor, the data processing modules configured to perform a mission priority assessment for the unmanned aircraft relative to the weather information and the mission-specific flight parameters, by applying a constraint satisfaction analysis to
1) determine a significance of each variable to the one or more work orders at least from computing one or more mission risk probabilities in a weather-based statistical analysis,
2) assign weights to each constraint, based on the significance of each variable to the one or more work orders,
3) prioritize flight plans for each work order based on the weighted constraints, and comparing the constraint satisfaction analysis with the operational rules to evaluate a flight condition of the unmanned aircraft for mission performance; and
generating, as output data, one or more of a mission compliance status confirming or denying compliance with the operational rules for the mission performance, and an operational instruction comprised of an arrangement of the work orders for the unmanned aircraft according to the prioritized flight plans.
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Accused Products
Abstract
A framework for combining a weather risk analysis with appropriate operational rules includes a data initialization component, a rules processing component, and one or more weather risk analysis and assessment tools to evaluate a flight condition. The framework applies current, historical, predicted and forecasted weather data to the one or more operational rules governing a mission, a payload, a flight plan, a craft type, and a location of the mission for aircraft such as an unmanned aerial vehicle or remotely-piloted vehicle, and generates advisories based on the evaluation of flight conditions such as a mission compliance status, instructions for operation of unmanned aircraft, and management advisories. The flight condition advisories include either a “fly” advisory or a “no-fly” advisory, and the framework may also provide a mission prioritization and optimization system.
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Citations
30 Claims
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1. A method, comprising:
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ingesting, as input data, weather information, mission-specific flight parameters for unmanned aircraft, and operational rules for the unmanned aircraft, the weather information including at least one of current weather data, historical weather data, predicted weather data, and forecasted weather data for a specific geographic area, the mission-specific flight parameters defining flight plans for the unmanned aircraft in the specific geographic area and one or more work orders for the unmanned aircraft that include constraints and variables affecting satisfaction of the constraints, and the operational rules at least relating to mission performance; analyzing the input data in a plurality of data processing modules within a computing environment in which the plurality of data processing modules are executed in conjunction with at least one processor, the data processing modules configured to perform a mission priority assessment for the unmanned aircraft relative to the weather information and the mission-specific flight parameters, by applying a constraint satisfaction analysis to
1) determine a significance of each variable to the one or more work orders at least from computing one or more mission risk probabilities in a weather-based statistical analysis,
2) assign weights to each constraint, based on the significance of each variable to the one or more work orders,
3) prioritize flight plans for each work order based on the weighted constraints, and comparing the constraint satisfaction analysis with the operational rules to evaluate a flight condition of the unmanned aircraft for mission performance; andgenerating, as output data, one or more of a mission compliance status confirming or denying compliance with the operational rules for the mission performance, and an operational instruction comprised of an arrangement of the work orders for the unmanned aircraft according to the prioritized flight plans. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A flight prioritization system for unmanned aircraft, comprising:
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a data ingest and initialization component configured to retrieve, store, and arrange weather information comprised of at least one of current weather data, historical weather data, predicted weather data, and forecasted weather data for a specific geographic area, mission-specific flight parameters defining flight plans for the unmanned aircraft in the specific geographic area, and one or more work orders for the unmanned aircraft that include constraints and variables affecting satisfaction of the constraints, and operational rules governing mission performance; a mission analytics component configured to perform a mission priority assessment for the unmanned aircraft relative to the weather information and the mission-specific flight parameters, by applying a constraint satisfaction analysis to
1) determine a significance of each variable to the one or more work orders at least from computing one or more mission risk probabilities in a weather-based statistical analysis,
2) assign weights to each constraint, based on the significance of each variable to the one or more work orders,
3) prioritize flight plans for each work order based on the weighted constraints, and comparing the constraint satisfaction analysis with the operational rules to evaluate a flight condition of the unmanned aircraft for mission performance; andone or more components configured to generate output data that includes a mission compliance status confirming or denying compliance with the operational rules and an operational instruction comprised of an arrangement of the work orders for the unmanned aircraft according to the prioritized flight plans. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19, 20, 21, 22)
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23. A method of ordering mission priority for unmanned aircraft, comprising:
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retrieving and initializing a plurality of inputs, the plurality of inputs including weather information comprised of least one of current weather data, historical weather data, predicted weather data, and forecasted weather data for a specific geographic area, and including mission-specific flight parameters defining flight plans for the unmanned aircraft in the specific geographic area and one or more work orders for the unmanned aircraft that include constraints and variables affecting satisfaction of the constraints; retrieving one or more appropriate operational rules for performing missions by the unmanned aircraft based on the plurality of inputs; prioritizing flight plans for each work order, by applying a constraint satisfaction analysis using the weather information and the mission-specific flight parameters to assign weights for each constraint to the one or more work orders based on a significance of each variable to the one or more work orders, the weights determined by automatically developing an artificial intelligence model to continually learn the significance of each variable to the one or more work orders, and compare the constrain satisfaction analysis with the operational rules in a mission priority assessment; and issuing a flight advisory representing the mission priority assessment to at least one of an operator of the unmanned aircraft and to a device embedded on the unmanned aircraft. - View Dependent Claims (24, 25, 26, 27, 28, 29, 30)
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Specification