多功能房间的智能自适应照明系统

K. Karyono, B. Abdullah, Alison J. Cotgrave, A. Bras
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引用次数: 5

摘要

年轻的专业人士和千禧一代独居或小团体生活,寻求实用性,引发了更小、模块化和微型房屋和公寓的趋势,这些房屋和公寓建造起来更快、更便宜。多功能或灵活的房间是家庭的重要组成部分之一。这个特殊的房间需要精心设计的照明以保持舒适。它应该为每一个活动和均匀的光模式提供足够的照明。本文介绍了开发智能自适应照明系统的因素,为居住者提供舒适的照明。使用DIALux软件在LJMU BRE 2010住宅模型中使用可调光类型的LED独立灯具进行5种场景的模拟。提出的系统结构以无线传感器网络(WSN)和大数据处理为主要组成部分。该设计采用了人工智能(AI)子系统,该子系统能够根据居住者的需求或日常习惯预测和自适应调节照明水平。仿真结果表明,该系统能够在亮度值为200、250、300、500和750勒克斯时给出均匀的照明模式。随着用户自定义照明值的可能性,该系统可以开发,以适应特殊群体的居住者,如老年人或残疾人的需求。
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A Smart Adaptive Lighting System for a Multifunctional Room
Young professionals and millennials who live alone or are living in small groups and seek practicality, trigger the trend of smaller, modular and micro houses and apartments which are faster and cheaper to build. Multifunctional or flexible room is one of the important parts of the home. This particular room needs well-designed lighting for comfort. It should give an adequate illuminance for every activity and even pattern of light. This paper presents the factors for developing the smart adaptive lighting system which can provide lighting comfort for the occupants. The simulation is being done in 5 scenarios in the LJMU BRE 2010 house model using DIALux Software with the dimmable type of LED independent luminaire. The proposed system structure uses a wireless sensor network (WSN) and big data processing as the main components. The design employs an Artificial Intelligence (AI) sub-system which has the capability to predict and adaptively regulate the illumination level based on the occupant needs or routine. The simulation shows that this system is able to give even lighting pattern for luminance values 200, 250, 300, 500, and 750 lux which are needed by the occupants. With the possibility of user-defined lighting values, this system can be developed to accommodate the needs of special groups of occupants such as the elder or disabled groups.
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