In major metropolitan areas, multi-unit residential buildings (MURBs) are becoming the main housing form. Newer MURBs also come with large exterior windows and doors, resulting in discomfort such as overheating and higher energy expenditure. An effective solution is to leverage the use of window shadings by automating their controls, but more commonly, they are operated entirely manually according to users’ commands.