TY - JOUR
T1 - Autonomous planning system based on temporal constraint satisfaction
AU - Xu, Rui
AU - Cui, Ping Yuan
AU - Xu, Xiao Fei
AU - Wu, Wei Ren
AU - Tian, Yu Long
PY - 2003/9
Y1 - 2003/9
N2 - In order to realize spacecraft autonomy activity duration and complex temporal relations must be taken into consideration. In the space mission planning system, the traditional planners are unable to describe this knowledge, so an object-oriented temporal knowledge representation method is proposed to model every activity as an object to describe the activity duration, start-time, end-time and the temporal relations with other activities. The layered planning agent architecture is then designed for spacecraft autonomous operation, and the functions of every component are given. A planning algorithm based on the temporal constraint satisfaction is built by using this knowledge representation and system architecture. The prototype of deep space mission autonomous planning system is implemented. The results show that with the object-oriented temporal knowledge description method, the space mission planning system can be used to describe simultaneous activities, resource and temporal constraints, and a complete plan for exploration mission quickly under complex constraints is produced.
AB - In order to realize spacecraft autonomy activity duration and complex temporal relations must be taken into consideration. In the space mission planning system, the traditional planners are unable to describe this knowledge, so an object-oriented temporal knowledge representation method is proposed to model every activity as an object to describe the activity duration, start-time, end-time and the temporal relations with other activities. The layered planning agent architecture is then designed for spacecraft autonomous operation, and the functions of every component are given. A planning algorithm based on the temporal constraint satisfaction is built by using this knowledge representation and system architecture. The prototype of deep space mission autonomous planning system is implemented. The results show that with the object-oriented temporal knowledge description method, the space mission planning system can be used to describe simultaneous activities, resource and temporal constraints, and a complete plan for exploration mission quickly under complex constraints is produced.
KW - Autonomous planning system
KW - Object-oriented knowledge representation
KW - Spacecraft
KW - Temporal constraint satisfaction
UR - http://www.scopus.com/inward/record.url?scp=2342422760&partnerID=8YFLogxK
M3 - Article
AN - SCOPUS:2342422760
SN - 1005-9113
VL - 10
SP - 304
EP - 307
JO - Journal of Harbin Institute of Technology (New Series)
JF - Journal of Harbin Institute of Technology (New Series)
IS - 3
ER -