Light Source Layout Optimization Strategy Based on Improved Artificial Bee Colony Algorithm

Abstract

In order to optimize the indoor lighting effect and reduce the energy consumption of indoor lighting, the light source layout of conventional rooms and special rooms is studied in this paper. Firstly, the indoor space lighting model is analyzed, and the expressions of light source output and illumination on the target plane are derived. Secondly, in order to improve the search ability of the algorithm in specific areas, combined with the artificial bee colony algorithm, an improved artificial bee colony algorithm suitable for indoor lighting optimization is proposed. Using the average square difference of the illuminance of the target plane as the adaptation function, a penalty function is introduced, and the minimum circle surrounding strategy is used to search the specific location of the light source. Finally, the obtained layout is fitted by engineering standardization, and the indoor light source layout is obtained. Through the simulation of illuminance effect in conventional room and irregular room, it is proved that the proposed method can effectively improve the lighting effect and reduce the energy consumption of indoor lighting under the same number of light sources and the same illuminance index.

Remote Human-Computer Interaction and STEM Teacher Online Training Based on Embedded Internet of Things

“…In addition, the researchers also explored the design of social media, Internet technology, and multimedia technology applied to the online teacher practice community. e Video paper designed by Li et al integrate classroom video and forum functions, allowing teachers to observe classroom teaching, students' homework samples and lecturers' teaching plans online, as well as the relevant questions raised by lecturers for the research teachers to discuss and re ect on teaching [7]. Chen et al, from the perspective of social constructivism and learning community, use the famous multiplayer online virtual reality game platform Second Life to create a teaching practice learning environment, in which normal university students play the roles of teachers and students and carry out teaching practice activities such as collaborative teaching design, simulation teaching and lesson evaluation [8].…”

Design and optimization of the annular light source layout of the indoor visible light communication system

“…The Lambert radiation model is used to simulate the emission of light sources. 19,20 The intensity distribution of an LED can be expressed as…”

“…The Lambert radiation model is used to simulate the emission of light sources 19 , 20 . The intensity distribution of an LED can be expressed as I(θ)=I(0)cosm(θ),θ∈(0,π/2),where I(0) is the central light intensity, θ is the LED radiation angle, and m is the radiation mode of the light source, which can be expressed as m=−ln2/ln(cos θ1/2),where θ1/2 is the half-power angle.…”