SciBox, a Proven Automated Planning and Commanding System

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SciBox, a Proven Automated Planning and Commanding System Teck Choo, Edward Russell, Michael Kim February 25, 2014 2014 by The Johns Hopkins University/Applied Physics Laboratory. Published by The Aerospace Corporation with permission. 1

What is the SciBox Planning System? The SciBox Planning System is an endto-end automated operational planning and commanding system End-to-end: from operation objectives to uploadable spacecraft commands Planning: plans and creates conflict-free and efficient operation schedules Commanding: creates commands to drive spacecraft and payloads Automated: no manual scheduling and no manual command scripting New approach: radically different from traditional planning system 2

Traditional Planning Process Task Request from user Payload Operators G&C Sequencers Observation Opportunities Payload teams Complicated, iterative approach Labor intensive process Poor system-response time Underutilized resources Hidden Risk Payload Sequencers Command Scripts Hardware Engineers Constraint Validation Mission Ops Team Scheduling Validation 3

More Efficient SciBox Approach Streamlined sequential steps Automated with an integrated software system Objectives Validated Opportunities Conflict-free and resource fully utilized schedule Commands Opportunity Analyzers Hardware and Operational Constraints 1st Solar Day 2nd Solar Day Eclipse Eclipse Orbit Correction Maneuver Orbit Correction Maneuver Mercury Orbit Insertion Downlink - High Gain Antenna Downlink - High Gain Antenna Priority-1 Targeted Observation Post MOI UVVS Polar Exosphere Scan Priority-1 Targeted Observation MDIS Stereo Mapping UVVS Polar Exopshere Scan MLA North Polar Off-Nadir Coverage MLA Northern Hemisphere Nadir Coverage MLA Northern Hemisphere Nadir Coverage Priority-2 Targeted Observation Priority-2 Targeted Observation MDIS-WAC South Pole Monitoring MDIS NAC 3x2 South UVVS Star Calibration UVVS Star Calibration XRS Star Calibration XRS Star Calibration UVVS Limb Scan UVVS Limb Scan Priority-3 Targeted Observation Priority-3 Targeted Observation XRS/VIRS Global Mapping XRS/VIRS Mapping MDIS Global Color Mapping Priority-4 Targeted Observation MDIS Global Monochrome Mapping UVVS Exosphere Scan Priority-4 Targeted Observation MDIS North Polar Ride-Along UVVS Exosphere Scan MAG Observation MAG Observation GRS Northern Hemisphere Coverage GRS Northern Hemisphere Coverage NS Northern Hemisphere Coverage NS Northern Hemisphere Coverage EPS Observation EPS Observation FIPS Observation FIPS Observation RS - Low Gain Antenna RS -Low Gain Antenna Priority-5 Ride-Along Targeted Observations Priority-5 Ride-Along Targeted Observations Priority-6 Ride-Along Targeted Observations Priority-6 Ride-Along Targeted Observations Priority-7 Ride-Along Targeted Observations Priority-7 Ride-Along Targeted Observations Priorities Schedulers Command Generator 4

SciBox capabilities demonstration history Capabilities Constellation Management & real-time commanding Constellation Analysis SciBox was first proposed in 2001 Key technology and planning architecture requires incremental development and validation SVA MBD End-to-end Mission End-to-end Payload MESSENGER Constraint Analyzer Opportunity Analyzer CRISM 2000 TIMED MIMI 2005 2010 2013 Timeline 6/20/2011 5

Challenging Mission 7 Instruments(10 Sensors) + Radio Science Experiment MESSENGER s mission is to study the Mercury environment Complex observing geometry Highly elliptical and non-sun-synchronous orbit Every observing position is unique Many operational constraints imposed by the harsh environment Many thermal constraints Limited resources to satisfy ambitious measurement requirements Competing pointing requirements Limited downlink bandwidth Limited data storage 6 Measurement Activities Global surface mapping Northern hemisphere and polar region observations In-situ observations Exosphere survey Region-of-interest targeting Radio science measurements 6

MESSENGER SciBox Approach SciBox tailors each operations sequence for each constraintcompliant observing geometry Different scheduling priorities for the two Mercury solar days 1 Mercury solar day = 176 Earth days First Mercury solar day focuses on survey mapping Second Mercury solar day focuses on stereo mapping, observation recovery, and high resolution targeting. MESSENGER Scheduling Priorities 1st Solar Day Eclipse Orbit Correction Maneuver Mercury Orbit Insertion Downlink - High Gain Antenna Post MOI Priority-1 Targeted Observation UVVS Polar Exopshere Scan MLA Northern Hemisphere Nadir Coverage Priority-2 Targeted Observation MDIS-WAC South Pole Monitoring UVVS Star Calibration XRS Star Calibration UVVS Limb Scan Priority-3 Targeted Observation XRS/VIRS Global Mapping MDIS Global Color Mapping MDIS Global Monochrome Mapping Priority-4 Targeted Observation UVVS Exosphere Scan MAG Observation GRS Northern Hemisphere Coverage NS Northern Hemisphere Coverage EPS Observation FIPS Observation RS -Low Gain Antenna Priority-5 Ride-Along Targeted Observations Priority-6 Ride-Along Targeted Observations Priority-7 Ride-Along Targeted Observations 2nd Solar Day Eclipse Orbit Correction Maneuver Downlink - High Gain Antenna Priority-1 Targeted Observation UVVS Polar Exosphere Scan MDIS Stereo Mapping MLA North Polar Off-Nadir Coverage MLA Northern Hemisphere Nadir Coverage Priority-2 Targeted Observation MDIS NAC 3x2 South UVVS Star Calibration XRS Star Calibration UVVS Limb Scan Priority-3 Targeted Observation XRS/VIRS Mapping Priority-4 Targeted Observation UVVS Exosphere Scan MDIS North Polar Ride-Along MAG Observation GRS Northern Hemisphere Coverage NS Northern Hemisphere Coverage EPS Observation FIPS Observation RS - Low Gain Antenna Priority-5 Ride-Along Targeted Observations Priority-6 Ride-Along Targeted Observations Priority-7 Ride-Along Targeted Observations 7

Orbital Position Unclassified Fully Utilized Coordinated Schedules 750 orbits in a 1-year orbital phase 14 coordinated schedules - 10 sensors, G&C, SSR, Solar Panel, and RF ~80,000 images, > 4 millions spectra, > 360 DSN Tracks ~ 3 hours to run SSR Usage G&C Schedule 14 Coordinated Layers Schedules Eclipse Orbit Correction Orbit Number 8

Comprehensive Reviewing System Qualitative global coverage for each measurement objective Interactive Graphical user interface for analysis of dynamic operation sequence Detailed quantitative statistics for individual measurement 9

Actual Orbital Usage Schedule is re-planned every week Uses the latest orbit-prediction DSN schedule Uses the latest feedback knowledge Generates one week of commands Science acquisition progress is monitored weekly >2.5 years of successful operation More observations > 200,000 images > 7 million spectra Better observations Better map resolution Better spectra resolution No safe mode and no commanding anomalies. Mission News February 6, 2014 MESSENGER Surpasses 200,000 Orbital Images of Mercury MESSENGER has now returned more than 200,000 images acquired from orbit about Mercury. The 1996 proposal for the mission promised a return of at least 1,000 images says Robert Gold, MESSENGER's Science Payload Manager. "We expected then that we would have some data compression that would probably raise the image total to somewhere near 2,000 images," says Gold, of the Johns Hopkins University Applied Physics Laboratory (APL), but scientists did not imagine then the degree to which MESSENGER would surpass that goal. [more]

Recent National Security Space Application Field User Tasking request System Administrator Satellite Constellation Antenna commands Contact commands Spacecraft commands A JCTD program Direct user tasking No manual intervention Insulates user from operation of ground stations and satellites SciBox generates commands for ground and space segment 6/12/2012 11

New Approach to Space Operations SciBox is a proven new approach to space operations Increase payload return Finds more observing opportunities than manually feasible Better use of power, pointing, downlink, and recorder space Improves system response Re-plans one-year orbital mission schedule in three hours Enable direct user tasking Reduces operations cost through reduced labor Enable > x5 cost saving on MESSENGER Reduces operational risk Systematically validates every operational sequence Long-term forecast provides lead-time for risk mitigation New capabilities for Space Mission What-if-scenarios analysis Free other orbital operational constraints