线性规划技术在卫星电源管理与调度中的应用

Joshua J. R. Critchley-Marrows, M. Isacsson, Agnes Gårdebäck
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引用次数: 5

摘要

动力系统是成功完成航天任务最重要的子系统之一。这个子系统的任何故障都会导致卫星的直接损失。这就需要有效和高效地制定电源计划,特别是在需求不断变化的情况下。本文介绍了线性规划技术在求解电力调度问题中的应用,并具体介绍了混合整数线性规划(MILP)的应用。该方法的实例应用于瑞典的一颗学生卫星,该卫星由必要的子系统和8个独立的实验组成。开发了两个程序,一个是从轨道周期的角度研究卫星寿命,另一个是从单个轨道周期的角度研究卫星寿命。模拟卫星5000次轨道循环以上的寿命,电池电量没有下降到76.35%以下。在使用英特尔i4处理器的计算机上,这个模拟花了3.2小时,每个轨道花了2.3秒。进一步的工作包括开发将在卫星上完成的计划,适应新的情况,并结合电池性能随时间下降的模型。
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Applications of Linear Programming Techniques to Satellite Power Management and Scheduling
The power system is one of the most important subsystems for a successful space mission. Any failure in this subsystem leads to a direct loss of a satellite. This creates a need for a power schedule to be effectively and efficiently produced, especially if requirements are constantly changing. This paper presents the application of linear programming techniques to solving the power schedule problem, with the more specific usage of mixed-integer linear programming (MILP). The illustration of the approach is applied to a Swedish student satellite, which consists of the necessary subsystems and eight separate experiments. Two programs are developed, one studying the satellite lifetime in terms of orbital cycles and the other studying the individual orbit cycle. Simulating the lifetime of the satellite over 5000 orbit cycles, the battery level did not decline below 76.35%. Using a computer with an Intel i4 processor, this simulation took 3.2 hrs, with individual orbits taking 2.3 s each. Further work includes developing the program to be completed on-aboard the satellite, adapting to new scenarios, and incorporating a model for the decline of battery performance over time.
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