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Development of an Embedded Obstacle Avoidance and Path Planning Autonomous Solar Grass Cutting Robot for Semi-Structured Outdoor Environment

机译:半结构化户外环境下嵌入式嵌入式避障与路径规划自主式太阳草切割机器人的开发

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Grasses give beauty to the environment especially when properly managed. There are challenges of and not limited to time consuming, labour intensiveness in carrying out these maintenance thus, the need for the system which can autonomously perform such task. Many researches on autonomous grass cutting robot have been limited to obstacle avoidance and path planning but lawn availability is still a major area ofconcern. This study is aimed at developing an autonomous solar grass cutting robot embedded with obstacle avoidance and path planning mechanisms. The autonomous robot utilizes energy from the sun via photovoltaic panel to charge the battery for continuous performance of the robot. The obstacle avoidance and path planning for area covering of the robot were achieved using infrared sensor and 2D laser scanner respectively. The efficiency evaluation of the machine was based on the primary set objectives of obstacle avoidance and path planning in terms of area coverage, machine lawn availability, energy consumption and machine intervention. The results show that the machine operates at an efficiency of almost 100 % in in term of area coverage. Percentage machine intervention and lawn availability are 5 and 95 %, respectively. Also, 6000 Wh average energy consumption was achieved. The development is very suitable for a semi-structured environment.
机译:草给环境带来美丽,尤其是如果管理得当。在执行这些维护时存在挑战,并且不仅限于耗时,劳动强度大,因此,需要能够自主执行这种任务的系统。关于自动割草机器人的许多研究仅限于避障和路径规划,但是草坪的可用性仍然是主要关注的领域。这项研究旨在开发一种具有避障和路径规划机制的自主式太阳草切割机器人。自主机器人通过光伏板利用来自太阳的能量为电池充电,以实现机器人的连续性能。分别使用红外传感器和2D激光扫描仪实现了机器人的区域避障和路径规划。机器的效率评估基于避障和路径规划的主要设定目标,这些目标包括区域覆盖范围,机器草坪可用性,能耗和机器干预。结果表明,该机器以区域覆盖率的效率几乎达到100%。机器干预的百分比和草坪利用率分别为5%和95%。另外,平均能耗为6000 Wh。该开发非常适合于半结构化环境。

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