Multivariate analysis of subjective evaluation of indoor lighting environment

• Main Authors: Jingyun Shen, Zhiwei Lian
• Format: Article
• Language: English
• Published: KeAi Communications Co., Ltd. 2021-09-01
• Series: Frontiers of Architectural Research
• Subjects: Lighting satisfaction; Multivariate analysis; Illuminance; CCT; Uniformity; Central composite rotatable design
• Online Access: http://www.sciencedirect.com/science/article/pii/S2095263521000133

Though subjective feelings affected by lighting have been studied a lot, multivariate experimental studies are lacking in this research field. Central composite rotatable design (CCRD) was applied to investigate the influence of illuminance, correlated color temperature (CCT) and illuminance uniformity on satisfaction in this study. A series of subject experiments were carried out and polynomial regression models of luminous satisfaction for different activity scenarios were generated. Illuminance and CCT affected the satisfaction significantly in visual task scenarios, and the effect of them was independent with each other, which was demonstrated by the regression model (R2 = 0.89). The variation of luminous satisfaction in general activity scenarios cannot be fully explained by the three investigated factors. The results contributed to the knowledge of multivariate analysis of luminous environment and indicated that much could be expected referring to the application of CCRD in this field.