TY - JOUR
T1 - Using plan repair method to cope with plan failures in Chinese orbiting mars mission
AU - Chen, Chao
AU - Xu, Rui
AU - Li, Zhaoyu
AU - Zhu, Shengying
AU - Cui, Pingyuan
N1 - Publisher Copyright:
Copyright © 2020 by the International Astronautical Federation (IAF). All rights reserved.
PY - 2020
Y1 - 2020
N2 - China launched its first Mars probe Tianwen-1 this year, which is formed of an orbiter, a lander and a rover, with the ambition of achieving the goal of orbiting Mars, landing and patrolling on the Martian surface to carry out global and comprehensive surveys and detailed inspections of special areas through one launch. However, these vehicles may suffer from something unexpected when executing their own mission plans, that is, they encounter plan failure. At this time, it is impractical to perform real-time control directly from the ground due to the significant communication delay, i.e. 3 - 20 minutes for Mars, which will delay the whole project and may lose some scientific opportunity goals, and even worse, the mission fails as a result. Therefore, onboard autonomy is in great need. In order to resume the damaged plan aimed at achieving the orbiting Mars mission goal without human intervention, this paper presents a general reactive plan repair strategy (RPRS) considering that actions in a plan are durative, concurrent and resource-dependent, including both logical and metric elements. When the probe fails to carry on its mission plan, RPRS analyses the current probe status firstly by comparing it with the state in the mission plan to figure out the cause of the plan failure, in most cases, either unsatisfied logical preconditions or insufficient resources or both. In the case of logical conditions are not met, a mechanism to convert the mission plan into a state queue in chronological order is presented and based on this, a state evaluation method is provided for selecting the appropriate element as the next subgoal of the probe to restore the mission execution. As for the insufficient resources, a method is proposed trying as much as possible to search for a course of actions to replenish them by using numeric effects of actions to balance the contradiction between the amount of resources needed at present and the total amount of resources committed in the remaining unexecuted partial plan. The empirical results demonstrate the effectiveness and potential of our approach to cope with plan failure in the orbiting Mars mission.
AB - China launched its first Mars probe Tianwen-1 this year, which is formed of an orbiter, a lander and a rover, with the ambition of achieving the goal of orbiting Mars, landing and patrolling on the Martian surface to carry out global and comprehensive surveys and detailed inspections of special areas through one launch. However, these vehicles may suffer from something unexpected when executing their own mission plans, that is, they encounter plan failure. At this time, it is impractical to perform real-time control directly from the ground due to the significant communication delay, i.e. 3 - 20 minutes for Mars, which will delay the whole project and may lose some scientific opportunity goals, and even worse, the mission fails as a result. Therefore, onboard autonomy is in great need. In order to resume the damaged plan aimed at achieving the orbiting Mars mission goal without human intervention, this paper presents a general reactive plan repair strategy (RPRS) considering that actions in a plan are durative, concurrent and resource-dependent, including both logical and metric elements. When the probe fails to carry on its mission plan, RPRS analyses the current probe status firstly by comparing it with the state in the mission plan to figure out the cause of the plan failure, in most cases, either unsatisfied logical preconditions or insufficient resources or both. In the case of logical conditions are not met, a mechanism to convert the mission plan into a state queue in chronological order is presented and based on this, a state evaluation method is provided for selecting the appropriate element as the next subgoal of the probe to restore the mission execution. As for the insufficient resources, a method is proposed trying as much as possible to search for a course of actions to replenish them by using numeric effects of actions to balance the contradiction between the amount of resources needed at present and the total amount of resources committed in the remaining unexecuted partial plan. The empirical results demonstrate the effectiveness and potential of our approach to cope with plan failure in the orbiting Mars mission.
KW - Orbiting mars mission
KW - Plan failure
KW - Plan repair
KW - RPRS
UR - http://www.scopus.com/inward/record.url?scp=85100944842&partnerID=8YFLogxK
M3 - Conference article
AN - SCOPUS:85100944842
SN - 0074-1795
VL - 2020-October
JO - Proceedings of the International Astronautical Congress, IAC
JF - Proceedings of the International Astronautical Congress, IAC
T2 - 71st International Astronautical Congress, IAC 2020
Y2 - 12 October 2020 through 14 October 2020
ER -