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Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero ([email protected]) Marcelo Oglietti ([email protected]) CONAE (Argentine Space Agency) Scheduling a Scheduling Competition Workshop -ICAPS ´07-

Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero ([email protected]) Marcelo Oglietti ([email protected])

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Page 1: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Space Operations as a Guide for a Real-World Scheduling

Competition

Eduardo Romero ([email protected])

Marcelo Oglietti ([email protected])

CONAE (Argentine Space Agency)

Scheduling a Scheduling Competition Workshop-ICAPS ´07-

Page 2: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Scheduling Competition

• One of the purposes of the scheduling competition should be bringing theory and applications closer.

• How?– Adding features of real-world problems to the

benchmark problems of the competition.

• What features?– We tackle this issue by describing three real-world

problems of satellite missions with different characteristics not present in classical scheduling problems.

Page 3: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Outline

• Satellite Mission Ground Segment– Ground Station Services– Mission Operation Center Services– User Ground Segment Services

• Characteristics of the problems

• Conclusions

Page 4: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Outline

• Satellite Mission Ground Segment– Ground Station Services– Mission Operation Center Services– User Ground Segment Services

• Characteristics of the problems

• Conclusions

Page 5: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

CONAE Satellite Mission Ground Segment

(0) Tele Commands, Housekeeping Telemetry, Instruments Data.(1) Request and delivery of instruments raw data.(2) Tele Commands, Telemetry HK (RT & Stored), Scheduling, RT Monitor(3) Requests of science satellite data acquisitions. (4) Satellite Product Requests & Delivery.

Organization based on functionality and on responsibility scope.

Flight Segments

Ground Station Services(10 Antennas)

User Ground Segment Services

Mission Operation Center Services

Users

(0)

(1)

(2) (3) (4)

Page 6: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Outline

• Satellite Mission Ground Segment– Ground Station Services– Mission Operation Center Services– User Ground Segment Services

• Characteristics of the problems

• Conclusions

Page 7: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Ground Station Services

Antenna *

mass memory tlmy

RT tlmy

commands

Demodulator/

Bitsync *

Satellite

Demodulator/

Bitsync *Satellite M&C

System

Ingestion

System *

TCPN *

Satellite MOC

Ground StationSpace

ftpECLMatrix

RFMatrix

Science Data Download Services

Telemetry Tracking and Command Services (TT&CS)

• GSS receive requests of satellite contacts attendance.

• These are of several types, requiring the use of different sets of hardware and software units, during specific moments.

Antenna * RFMatrix

Demodulator/

Bitsync *Ingestion

System *ECL

Matrix

Satellite

* = multiple instances

Page 8: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Ground Station Services Scheduling Problem

• Given a set of ground services requested allocate the use of the units of the ground station in time lines (threads of execution). – Similar to the project-scheduling but with extra ingredients.

– Many of the units have to be instantiated with a set of parameters.

– Constraints between the use of the units depend on the

parameters.

SERVICES SAC-C X&S-Band

MACRO ID 108

ANTENNAS 7.3Ant & 13Ant.

DEMODULATORS DATRON-7m & ALCATEL-7m

INGESTION SYS. MEOS(Fep2,Ch1) & MEOS(Fep1,Ch1)

An example of a macro configuration (high level). All units have different variables that determine their mode of operation.

Page 9: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Outline

• Satellite Mission Ground Segment– Ground Station Services– Mission Operation Center Services– User Ground Segment Services

• Characteristics of the problems

• Conclusions

Page 10: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Mission Operation Center Services (MOCS)

• Satellites composition.– Subsystems: command and data handling, power,

attitude control, mass memory.– Payloads: radars, cameras, sensors.

• MOC receives requests for the use of the payloads and subsystems.

• Satellites are commanded through sets of basic commands, setting each payload and subsystem.

Page 11: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

MOCS Scheduling Problem

MOCS Scheduling

Problem

Uploading Tele-

commands

Downloading Telemetry

Payloads and subsystems

usage

Resources conflicts (Power, Mass Memory,

atittud modes, etc)

Satellite health care

Visibility windows

On-board storage

Bandwidth

It consists in three linked scheduling problems with their associated constraints.

Page 12: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Payloads and Subsystems

The activities needed for the two parts of a camera (MMRS) acquisition (high level).

Page 13: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Outline

• Satellite Mission Ground Segment– Ground Station Services– Mission Operation Center Services– User Ground Segment Services

• Characteristics of the problems

• Conclusions

Page 14: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

User Ground Segment Services

• Users request satellite products that have to be processed from raw science data.

• Production systems have multiple installations in several computers.

• Each product needs several production systems in order to be processed.

• Similar to classic job-shop scheduling problems, but priorities of the requests are considered.

Page 15: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Outline

• Satellite Mission Ground Segment– Ground Station Services– Mission Operation Center Services– User Ground Segment Services

• Characteristics of the problems

• Conclusions

Page 16: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Characteristics of the Problems

• Dynamic re-scheduling – When new services are requested.– In case of units failure an alternative schedule

has to be provided.– Has to be done minimizing the changes of

previous schedules (this could be used as a quality measure of the re-scheduling process).

Page 17: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

• Distributed scheduling– The three problems and their sub problems are

linked but cannot be centrally solved because of the scope of responsibilities.

• Robust scheduling – Constant refresh with more exact parameters (e.g.,

TLE orbit data) demands robust schedules that tolerates minor changes preserving their consistency.

• Priorities and preferences of the requests arbitrarily imposed

Page 18: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Outline

• Satellite Mission Ground Segment– Ground Station Services– Mission Operation Center Services– User Ground Segment Services

• Characteristics of the problems

• Conclusions

Page 19: Space Operations as a Guide for a Real-World Scheduling Competition Eduardo Romero (eromero@conae.gov.ar) Marcelo Oglietti (marcelo.oglietti@conae.gov.ar)

Conclusion

• Add these features to the benchmark problems

• Use these as Benchmark Problems (?)– We propose to build a benchmark problem around these rich real-

life scheduling problems.

– It will cost time and effort, but it will help bring theory and applications closer.

– Data of the problems can be shared.

• We presented in the paper a modeling approach that has allowed us to capture many features of these domains