Personal air cleaning by a user-tracking robot equipped with a nanofiber air cleaner in a large work space

Indoor Environments Pub Date : 2025-03-01 Epub Date: 2025-01-27 DOI:10.1016/j.indenv.2025.100078
Chengzhong Deng , Zhuolun Niu , Chun Chen
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Abstract

In large work spaces, such as logistics warehouses, implementing whole-space air cleaning to protect the workers’ health can be costly. To tackle this issue, the present study developed a user-tracking robot equipped with a nanofiber air cleaner to achieve personal air cleaning for a moving worker in a large work space. First, nanofiber air filters with low pressure drop were fabricated using the electrospinning technique. An air cleaner with a deflector for directing the airflow towards the user’s breathing zone and the nanofiber air filters was assembled and then integrated into a user-tracking robot. Experiments were conducted to measure the clean air delivery rate (CADR) of the nanofiber air cleaner, evaluate the accuracy of the user-tracking algorithm, and determine the optimal deflector setup and user-to-robot distance. Field tests were conducted to evaluate the personal air cleaning performance of the proposed method by comparison with a stationary nanofiber air cleaner. The results show that the user-tracking algorithm of the user-tracking robot was accurate, with an average absolute error in the user-to-robot distance of 4 cm. The user-tracking robot with nanofiber air cleaner outperformed the stationary nanofiber air cleaner by reducing the concentration of 0.3–0.4 μm particles in the breathing zone of the user by 16.4 %. Furthermore, compared with commercial panel-type high-efficiency particulate air (HEPA) filters, the use of nanofiber air filters can extend the battery service life, consequently facilitating the practical application of the moving robot.
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配备纳米纤维空气净化器的用户跟踪机器人在大型工作空间内进行个人空气净化
在大型工作空间,如物流仓库,实施整个空间的空气清洁以保护工人的健康可能代价高昂。为了解决这个问题,本研究开发了一种配备纳米纤维空气清洁器的用户跟踪机器人,以实现大型工作空间中移动工人的个人空气清洁。首先,采用静电纺丝技术制备了具有低压降的纳米纤维空气过滤器。组装了一个带有偏转板的空气净化器,用于将气流引导到用户的呼吸区,并将纳米纤维空气过滤器集成到用户跟踪机器人中。实验测量了纳米纤维空气净化器的洁净空气输送率(CADR),评估了用户跟踪算法的准确性,确定了最佳偏转板设置和用户与机器人的距离。通过与固定式纳米纤维空气净化器的对比,对该方法的个人空气净化性能进行了现场测试。结果表明,用户跟踪机器人的用户跟踪算法是准确的,在用户到机器人距离上的平均绝对误差为4 cm。使用纳米纤维空气净化器的用户跟踪机器人比固定式纳米纤维空气净化器将用户呼吸区0.3 ~ 0.4 μm颗粒浓度降低了16.4 %,优于固定式纳米纤维空气净化器。此外,与商用板式高效微粒空气过滤器(HEPA)相比,纳米纤维空气过滤器的使用可以延长电池的使用寿命,从而促进移动机器人的实际应用。
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