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Integrated Power Modeling for a Solar-Powered, Computationally-Intensive Unmanned Aircraft

机译:太阳能电力计算密集型无人机集成功率建模

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In recent years, we have seen an uptrend in the popularity of UAVs driven by the desire to apply these aircraft to areas such as precision farming, infrastructure and environment monitoring, surveillance, surveying and mapping, search and rescue missions, weather forecasting, and more. The traditional approach for small size UAVs is to capture data on the aircraft, stream it to the ground through a high power data-link, process it remotely (potentially off-line), perform analysis, and then relay commands back to the aircraft as needed. Given the finite energy resources found onboard an aircraft (battery or fuel), traditional designs greatly limit aircraft endurance since significant power is required for propulsion, actuation, and the continuous transmission of visual data. All the mentioned application scenarios would benefit by carrying a high performance embedded computer system to minimize the need for data transmission. A major technical hurdle to overcome is that of drastically reducing the overall power consumption of these UAVs so they can be powered by solar arrays, and for long periods of time. This paper describes an integrated power model for a solar-powered, computationally-intensive unmanned aircraft that includes power models for solar generation, aircraft propulsion, and avionics. These power consumption and generation models are described, derived, and integrated into a cohesive system-wide aircraft power model that is presented in the form of a systemic flow diagram. Power balance expressions are also imposed based on temporal and physical constraints. Compared to works in the existing literature, the integrated model presented follows a holistic approach for UAV modeling that encompasses aircraft, propulsion, and solar models under realistic assumptions. Additionally, in order to enable high fidelity estimation while requiring minimal computation power, the model was developed to estimate the power consumption and generation based on flight path state, without needing precise aerodynamic measurements, e.g. angle-of-attack. Several of the methods have already been evaluated by means of ground and flight testing, as well as simulation, and showed errors ranging from negligible to approximately 5%. The motivation behind this work is the development of computationally-intensive, long-endurance solar-powered unmanned aircraft, the UIUC Solar Flyer, which will have continuous daylight ability to acquire and process high resolution visible and infrared imagery. Therefore, having a holistic integrated power model that can encompass power generation and consumption allows further aircraft and mission design and optimization can be performed.
机译:近年来,我们已经看到了一个普及的普及,通过将这些飞机应用于精密农业,基础设施和环境监测,监测,测量和映射,搜索和救援任务,天气预报等,以追求这些飞机的普及推动的趋势。 。传统的小尺寸无人机的方法是捕获飞机上的数据,通过高功率数据链路将其流到地面,远程处理(可能离线),执行分析,然后将命令返回到飞机上需要。鉴于在飞机(电池或燃料)上发现的有限能源资源,传统设计极限飞机耐久性,因为需要显着的动力来进行推进,致动和可视数据的连续传输。所有提到的应用程序都将通过携带高性能嵌入式计算机系统来利用,以最大限度地减少数据传输的需求。克服的主要技术障碍是大幅降低了这些无人机的整体功耗,因此它们可以由太阳阵列提供动力,并且长时间。本文介绍了一个用于太阳能电力的计算密集型飞机的集成功率模型,包括太阳能发电,飞机推进和航空电子的电力模型。这些功耗和生成模型被描述,衍生,并集成到具有系统流程图的形式的粘性系统宽的飞机电力模型中。基于时间和物理约束,还施加了电力平衡表达式。与现有文献中的作品相比,综合模型介绍了一种整体方法,可以实现在现实假设下包括飞机,推进和太阳能模型的UAV建模。另外,为了实现高保真估计,同时需要最小的计算能力,开发了模型以估计基于飞行路径状态的功耗和产生,而无需精确的空气动力学测量,例如,角度攻击。已经通过地面和飞行测试以及模拟来评估了几种方法,并显示出从忽略不计约5%的误差。这项工作背后的动机是开发计算密集型,长期耐久的太阳能无人驾驶飞机,UIUC太阳能飞行器,将具有不断的日光获取和处理高分辨率和红外图像的能力。因此,具有可以包括发电和消耗的整体集成功率模型,可以进行进一步的飞机和任务设计和优化。

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