As an important contributor to GDP growth, the construction industry is suffering from labor shortage due to population ageing, COVID-19 pandemic, and harsh environments. Considering the complexity and dynamics of construction environment, it is still challenging to develop fully automated robots. For a long time in the future, workers and robots will coexist and collaborate with each other to build or maintain a facility efficiently. As an emerging field, human-robot collaboration (HRC) still faces various open problems. To this end, this pioneer research introduces an agent-based modeling approach to investigate the coupling effect and scale effect of HRC in the bricklaying process. With multiple experiments based on simulation, the dynamic and complex nature of HRC is illustrated in two folds: 1) agents in HRC are interdependent due to human factors of workers, features of robots, and their collaboration behaviors; 2) different parameters of HRC are correlated and have significant impacts on construction productivity (CP). Accidentally and interestingly, it is discovered that HRC has a scale effect on CP, which means increasing the number of collaborated human-robot teams will lead to higher CP even if the human-robot ratio keeps unchanged. Overall, it is argued that more investigations in HRC are needed for efficient construction, occupational safety, etc.; and this research can be taken as a stepstone for developing and evaluating new robots, optimizing HRC processes, and even training future industrial workers in the construction industry.
翻译:由于人口老化、COVID-19大流行和恶劣环境,建筑工业作为GDP增长的重要促进因素,面临劳动力短缺的问题,因为人口老化、COVID-19大流行和恶劣的环境。考虑到建筑环境的复杂性和动态,开发完全自动化的机器人仍然具有挑战性。在未来很长一段时间内,工人和机器人将彼此共存并合作,以便高效地建造或维护一个设施。作为一个新兴领域,人类机器人合作(HRC)仍面临各种尚未解决的问题。为此,这一先驱研究采用了一种基于代理的模型方法,以调查人权理事会在砖瓦过程中的连带效应和规模效应。由于基于模拟的多次实验,人权理事会的动态和复杂性质以两个折叠形式加以说明:(1) 由于工人的人类因素、机器人的特点及其协作行为,人权理事会的代理人是相互依存的;(2) 作为新兴领域,人权理事会的不同参数相互关联,对建筑生产率有重大影响。 意外和有趣的是,人们发现,人权理事会甚至对机械机械化小组的大规模影响,这意味着增加合作小组的数量将会导致更高的CP。即便在模拟的基础上,人权理事会的动态和复杂的性质性质性质也表现为:由于工人的建筑学和工序学研究需要一种更高的工序,因此,对建筑和工作进行更多的研究。