CN110557871B - Office light environment regulation system and regulation method based on natural lighting - Google Patents
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Abstract
本发明公开了一种基于天然采光的办公室光环境调控系统及调控方法,属于室内照明技术领域。本发明包括主控模块,室内感光传感器,室外感光传感器,led灯条,LED驱动模块,4G通信模块,室内人体感应传感器。使用主控模块控制室内、外感光传感器对办公室内、外照度及色温进行数据采集,并且对气象台天气信息进行比照,同时对办公室工位的桌面照度以及色温进行采集,与标准照度值及色温进行比较,根据采集到的数据对LED灯条进行的智能控制,实现实时对办公室内的光照强度与色温的调控,使办公人员有较好的视觉体验,实现舒适与节能的综合最优。
The invention discloses an office light environment control system and control method based on natural lighting, belonging to the technical field of indoor lighting. The invention includes a main control module, an indoor photosensitive sensor, an outdoor photosensitive sensor, an LED light bar, an LED driving module, a 4G communication module, and an indoor human body induction sensor. Use the main control module to control the indoor and outdoor photosensitive sensors to collect data on the indoor and outdoor illuminance and color temperature of the office, and compare the weather information of the meteorological station. In comparison, the intelligent control of LED light strips based on the collected data realizes real-time control of the light intensity and color temperature in the office, so that office workers have a better visual experience and achieve the comprehensive optimization of comfort and energy saving.
Description
技术领域technical field
本发明涉及室内照明技术领域,具体涉及一种基于天然采光的办公室光环境调控系统及其调控方法。The invention relates to the technical field of indoor lighting, in particular to an office light environment regulation system based on natural lighting and a regulation method thereof.
背景技术Background technique
随着社会的进步以及科技的发展,智能化的节能产品以其较高的人机交互体验与节能理念,越来越成为当下社会所倡导的生活方式。其中办公室照明系统一直是电力使用方面最为重要的一部分。With the progress of society and the development of science and technology, intelligent energy-saving products have become more and more a lifestyle advocated by the current society due to their high human-computer interaction experience and energy-saving concepts. Among them, the office lighting system has always been the most important part of the electricity usage.
传统意义上的办公室照明需要人们主动去开关照明设备,浪费人力电力;另外进入室内的外界天然光的色温与光照强度会随着时间发生变化,传统意义上的办公室照明并不能够随着这种变化进行调节,不能给人以较高的照明体验;并且对室内工作人员所处的光环境毫无增益效果,甚至还会降低工作效率。Office lighting in the traditional sense requires people to actively switch on and off the lighting equipment, wasting manpower and electricity; in addition, the color temperature and light intensity of the outside natural light entering the room will change over time, and office lighting in the traditional sense cannot follow this. Adjusting for changes cannot give people a higher lighting experience; and it has no gain effect on the light environment where the indoor staff is located, and even reduces work efficiency.
发明内容SUMMARY OF THE INVENTION
本发明的目的是提供一种基于天然采光的办公室光环境调控系统及其调控方法,可以解决上述技术问题中的一个或是多个。The purpose of the present invention is to provide an office light environment regulation system and regulation method based on natural lighting, which can solve one or more of the above technical problems.
为了达到上述目的,本发明提出的技术方案如下:In order to achieve the above object, the technical scheme proposed by the present invention is as follows:
基于天然采光的办公室光环境调控系统,包括LED灯条,室内人体感应传感器;室外感光传感器,室内感光传感器,通信模块,主控模块,LED驱动模块。Office light environment regulation system based on natural lighting, including LED light bar, indoor human body sensor; outdoor photosensitive sensor, indoor photosensitive sensor, communication module, main control module, LED driver module.
所述室内人体感应传感器用于采集办公室内人员往来数据;并将数据传送到主控模块;所述主控模块根据室内人体感应传感器的数据信息判定LED灯条是否开启。The indoor human body induction sensor is used for collecting data of people coming and going in the office; and transmitting the data to the main control module; the main control module determines whether the LED light bar is turned on according to the data information of the indoor human body induction sensor.
所述室外感光传感器位于办公室窗户的四周;所述室外感光传感器用于采集天然光的光照强度以及色温数据,并将数据传送至主控模块。The outdoor photosensitive sensor is located around the office window; the outdoor photosensitive sensor is used to collect the light intensity and color temperature data of natural light, and transmit the data to the main control module.
所述室内感光传感器用于采集室内工位的光照强度及色温数据,并将数据传送到主控模块。The indoor photosensitive sensor is used to collect the light intensity and color temperature data of the indoor workstation, and transmit the data to the main control module.
所述通信模块用于采集联网实时气象台天气数据,并将数据发送至主控模块。The communication module is used for collecting the weather data of the networked real-time weather station, and sending the data to the main control module.
所述LED驱动模块用于对LED灯条进行调光控制。The LED driving module is used for dimming control of the LED light bar.
所述主控模块将所述室外感光传感器、所述室内感光传感器、所述通信模块所采集的各项数据进行计算分析,并同时判断工位上是否需要补光,然后驱动LED驱动模块对LED灯条进行光照调光,以使LED灯条输出适合的办公光照强度及色温。The main control module calculates and analyzes the data collected by the outdoor photosensitive sensor, the indoor photosensitive sensor, and the communication module, and at the same time judges whether the work station needs to be filled with light, and then drives the LED drive module to the LED. The light bar is dimming to make the LED light bar output suitable light intensity and color temperature for the office.
优选的,LED灯条悬挂于工位上方,LED灯条四周设置防护板;所述室内人体感应传感器平行于室内感光传感器,并垂直于LED灯条防护板安装;所述室内感光传感器位于LED灯条防护板外侧,并垂直于防护板安装;所述通信模块平行于室内人体感应传感器,并垂直于LED 灯条防护板安装,所述LED驱动模块平行于通信模块,垂直于LED灯条防护板安装。Preferably, the LED light bar is suspended above the work station, and a protective plate is arranged around the LED light bar; the indoor human body induction sensor is parallel to the indoor photosensitive sensor, and is installed perpendicular to the LED light bar protective plate; the indoor photosensitive sensor is located in the LED light. The outer side of the strip protection board is installed perpendicular to the protection board; the communication module is parallel to the indoor human body induction sensor and is installed perpendicular to the LED light strip protection board, and the LED driver module is parallel to the communication module and perpendicular to the LED light strip protection board. Install.
优选的,所述通信模块为4G通信模块。或者是5G通信模块。Preferably, the communication module is a 4G communication module. Or a 5G communication module.
一种包括基于天然采光的办公室光环境调控系统的调控方法,包括如下步骤:A control method comprising an office light environment control system based on natural lighting, comprising the following steps:
S1通过室内人体感应器采集数据判断室内是否有人员往来,如果感应无人,将灯具调光装置全部关闭;如果感应有人,通过主控模块调节LED灯条照明;S1 uses the indoor human body sensor to collect data to determine whether there are people in the room. If it senses no one, turn off all the light dimming devices; if it senses people, adjust the LED light bar lighting through the main control module;
S11 LED灯条照明调节过程为,首先,在主控模块内输入光照和色温的调节边界值;其次,主控模块获取以下信息:通过气象台信息获取实时天气状况数据,通过室外感光传感器获取进入室内天然光的色温与照度值数据;通过室内感光传感器获取室内工位的光照强度及色温数据;主控模块对比边界值与各传感器的实时数据判定是否需要补光;当不需要补光时通过LED驱动模块用于对LED灯条进行调光;当需要补光时通过主控模块调节LED灯条进行补光;The adjustment process of S11 LED strip lighting is as follows: first, input the adjustment boundary value of light and color temperature in the main control module; secondly, the main control module obtains the following information: obtain real-time weather data through the weather station information, and obtain the indoor access through the outdoor photosensitive sensor. The color temperature and illuminance value data of natural light; the light intensity and color temperature data of the indoor station are obtained through the indoor photosensitive sensor; the main control module compares the boundary value with the real-time data of each sensor to determine whether supplementary light is needed; when the supplementary light is not needed, the LED is used The drive module is used to dim the LED light bar; when the supplementary light is required, the LED light bar is adjusted by the main control module for supplementary light;
S12补光与否条件判定:S12 fill light or not condition judgment:
设(i)每个工位工作面的LED灯光照强度: Let (i) the illumination intensity of LED light on the working surface of each station:
(ii)每个工位工作面的天然采光平均照度为Eout=[Eout1,Eout2,……Eoutn]Τ;(ii) The average illuminance of natural lighting on the working face of each station is Eout=[Eout 1 , Eout 2 , ... Eout n ] Τ ;
(iii)办公室的工位数为N,办公室工位的工作面平均照度Ean需求值矩阵为 Ean=[Ean1,Ean2,……EanN]Τ;(iii) The number of workstations in the office is N, and the average illuminance Ean demand value matrix of the working surface of the office workstation is Ean=[Ean 1 , Ean 2 ,...Ean N ] Τ ;
确定工位工作面需要补光的条件如下:The conditions for determining that the work surface needs to be supplemented are as follows:
则工位工作面需要补光的照度Ea=[Ea1,Ea2,……Ean];Then the illuminance Ea=[Ea 1 , Ea 2 , ... Ea n ] of the work surface that needs to be supplemented light;
S13根据灯具输出光通量与灯具消耗功率的正比关系,通过带交叉引子的改进粒子算法建立工位工作面需要补光的照度Ea与需要调节的LED灯输出光通量ψ之间的节能模型:S13 According to the proportional relationship between the output luminous flux of the lamp and the power consumption of the lamp, an energy-saving model between the illuminance Ea that needs to be supplemented and the output luminous flux ψ of the LED lamp that needs to be adjusted is established by an improved particle algorithm with a cross primer:
(i)设办公室的灯具数量为M,每一盏灯可以在[0,ψM]范围内调节光通量;则可将任意一盏灯具光通量ψ的组合看作一个M维的粒子,则ψ=[ψ1,ψ2,……ψM];(i) Let the number of lamps in the office be M, and each lamp can adjust the luminous flux in the range of [0, ψ M ]; then the combination of the luminous flux ψ of any lamp can be regarded as an M-dimensional particle, then ψ = [ψ 1 ,ψ 2 ,...ψ M ];
则Ea=Ga(t)*ψ;其中Ga(t)为适应度函数,即通过带交叉引子的改进粒子算法获得的粒子群最佳矩阵Ga(t)=[ψ1t (t) ... ψDt (t) ft (t)],进而获得最佳节能LED灯条位置以及该LED灯条开启条件;Then Ea=Ga(t)*ψ; where Ga(t) is the fitness function, that is, the optimal particle swarm matrix Ga(t)=[ψ 1t (t) ... ψ Dt (t) f t (t) ], and then obtain the optimal energy-saving LED strip position and the LED strip turn-on conditions;
S14色温调节过程如下:The S14 color temperature adjustment process is as follows:
根据照度E、亮度N、颜色刺激值B的关系获得色坐标与照度的关系式,再根据色坐标与色温的关系获得实时色温关系式,色温与初始色温边界值比较,以实现对色温的调节;According to the relationship between illuminance E, brightness N, and color stimulus value B, the relationship between color coordinates and illuminance is obtained, and then the real-time color temperature relationship is obtained according to the relationship between color coordinates and color temperature. The color temperature is compared with the initial color temperature boundary value to realize the adjustment of color temperature. ;
S141在理想漫反射面的亮度N和漫反射面的照度E之间的关系如下: The relationship between the brightness N of the ideal diffuse reflection surface and the illuminance E of the diffuse reflection surface in S141 is as follows:
另,亮度N与颜色刺激值B具有如下关系:B=N;In addition, the brightness N and the color stimulus value B have the following relationship: B=N;
S142结合格拉斯曼颜色定律与CIE1931色品坐标可获得色坐标与颜色刺激值具有如下关系:其中Am,Bm,Cm是混合光对应的三刺激值,Al, Bl,Cl是第l个颜色光对应的三刺激值;对于所有颜色光,其三刺激和色品坐标的对应关系如下:其中(am,bm)是混合光对应的色坐标,(al,bl)是第l个颜色光色温对应的色坐标;S142 combines Grassmann's color law and CIE1931 chromaticity coordinates to obtain color coordinates and color stimulus values. The relationship is as follows: Among them, Am, Bm, and Cm are the tristimulus values corresponding to the mixed light, and Al, Bl, and Cl are the tristimulus values corresponding to the lth color light. For all color lights, the corresponding relationship between the tristimulus and the chromaticity coordinates is as follows: Where (am, bm) is the color coordinate corresponding to the mixed light, (al, bl) is the color coordinate corresponding to the color temperature of the lth color light;
综上,色坐标与亮度之间具有如下关系:其中El是每一个颜色光在被照面上形成的照度;In summary, the relationship between color coordinates and brightness is as follows: where E l is the illuminance formed by each color light on the illuminated surface;
S143多种不同颜色的光混合时,此时混合光环境里的色温为混合视色温,工位工作面上的混合视色温的平均值M-A(Tm)计算公式如下:S143 When light of different colors is mixed, the color temperature in the mixed light environment is the mixed color temperature. The calculation formula of the average value M-A(Tm) of the mixed color temperature on the working surface is as follows:
其中Tm,j是办公室里第j个(j∈[1,M])工作面上的混合色温,进而可获得混合视色温均匀度VT的计算公式如下:其中Min(Tm)为混合视色温的最小值;M-A(Tm)为混合视色温的平均值; where Tm , j is the mixed color temperature on the jth (j∈[1,M]) working surface in the office, and the calculation formula of the mixed visual color temperature uniformity VT is as follows: Among them, Min(Tm) is the minimum value of mixed visual color temperature; MA(Tm) is the average value of mixed visual color temperature;
同时,混合白光的相关色温的计算公式:其中Tm是混合光源的色温,Q是光源的色坐标的系数,K是等温斜率的倒数,(am,bm)是光源的色坐标;At the same time, the calculation formula of the correlated color temperature of mixed white light: Where Tm is the color temperature of the mixed light source, Q is the coefficient of the color coordinate of the light source, K is the reciprocal of the isothermal slope, and (am, bm) is the color coordinate of the light source;
综上,当已知m种光源的色坐标及其在被照面上的产生的照度就可以获得混合白光的相关色温,进而对该色温做调节。To sum up, when the color coordinates of m light sources and the illuminance generated on the illuminated surface are known, the correlated color temperature of the mixed white light can be obtained, and then the color temperature can be adjusted.
优选的:所述S13步骤中的适应度函数Ga(t)的求解过程如下:Preferably: the solution process of the fitness function Ga(t) in the step S13 is as follows:
首先根据粒子群算法的基本原理,取粒子为N个,最多迭代T次,因此为达到满足工作面平均照度需求的情况下,灯具的总功耗最小,设适应度函数为:First of all, according to the basic principle of particle swarm algorithm, take N particles and iterate at most T times. Therefore, in order to meet the average illumination requirements of the working surface, the total power consumption of the lamps is the smallest, and the fitness function is set as:
(当Eraj+Esaj<Enaj时); (when Eraj+Esaj<Enaj);
式中:为灯具调光装置的总功耗值,Eraj是根据当前灯具组合粒子计算出的第j 个工位上得到的补光照度,Esaj是第j个工位上天然采光的照度值,Enaj是第j个工位上需求的最低照度值;where: is the total power consumption of the lamp dimming device, Eraj is the supplementary illuminance obtained at the jth station calculated from the current lamp combination particles, Esaj is the illuminance value of natural lighting at the jth station, and Enaj is the jth station. The minimum illuminance value required on each workstation;
当Eraj+Esaj<Enaj时,代表每个工位上总照度与需求照度的误差的平方和,为了与灯具的总功耗达到同一数量级的影响程度,应乘以1000作为适应度函数中的条件之一;When Eraj+Esaj<Enaj, Represents the sum of squares of the error between the total illuminance and the required illuminance at each station. In order to reach the same order of magnitude as the total power consumption of the lamps, it should be multiplied by 1000 as one of the conditions in the fitness function;
由于粒子适应度值越小则越优,以此作为判定粒子的个体最佳位置和群体最佳位置时的个体最优粒子和群体最优粒子,对于第t次迭代中的任意第i个粒子,可根据上述适应度函数分别计算出其适应度fi(t);Since the smaller the particle fitness value, the better, it is used as the individual optimal particle and the group optimal particle when determining the individual optimal position of the particle and the optimal group position. For any i-th particle in the t-th iteration , and its fitness fi(t) can be calculated according to the above fitness function;
若将粒子的适应度值添加为粒子群位置矩阵的最后一列,即粒子群适应度与位置结合矩阵part(t)为:If the fitness value of the particle is added as the last column of the particle swarm position matrix, that is, the particle swarm fitness and position combination matrix part(t) is:
该矩阵中,t代表矩阵为第t次迭代时的矩阵,(i=1,2,…,T);In this matrix, t represents the matrix when the matrix is the t-th iteration, (i=1,2,...,T);
粒子群个体最佳矩阵pbest(t)为:The individual optimal matrix pbest(t) of the particle swarm is:
粒子群整体最佳矩阵Ga(t)为:The overall optimal matrix Ga(t) of the particle swarm is:
Ga(t)=[ψ1t (t) ... ψDt (t) ft (t)]。Ga(t)=[ψ 1t (t) ... ψ Dt (t) f t (t) ].
本发明的技术效果是:The technical effect of the present invention is:
1、本发明中将色温调控与光照强度调控相结合,在天然采光的基础上,智能的调节室内色温与光照强度,降低室内照明的电能消耗,给人以十分舒服的照明体验。1. In the present invention, color temperature regulation and illumination intensity regulation are combined, and on the basis of natural lighting, the indoor color temperature and illumination intensity are intelligently adjusted, the electric energy consumption of indoor lighting is reduced, and a very comfortable lighting experience is provided.
2、采用室外感光传感器在对将要进入办公室内的天然光的光照强度与色温分析的基础上,通过通信模块获取气象台的实时天气信息,采用室内感光传感器与室内人体感应传感器相结合的手段,在办公室无人的时候,主控模块切断LED灯条的供电,只有室内有人活动时,室内感光传感器采集室内光照强度与色温,进而调节LED驱动模块,调节LED灯条工作,实现符合工作人员进行工作的光照强度与色温调节,节约电能并且增强使用体验。2. The outdoor photosensitive sensor is used to obtain the real-time weather information of the meteorological station through the communication module based on the analysis of the light intensity and color temperature of the natural light that will enter the office, and the indoor photosensitive sensor is combined with the indoor human body induction sensor. When there is no one in the office, the main control module cuts off the power supply of the LED light bar. Only when there are people in the room, the indoor photosensitive sensor collects the indoor light intensity and color temperature, and then adjusts the LED driver module and adjusts the LED light bar to work to meet the needs of the staff. Adjustable light intensity and color temperature to save power and enhance user experience.
3、调控系统与每一盏LED灯条组合,使每一盏LED灯条可以自由拼接组合,可以根据不同的场合实现不同的光照强度调节,适用性强。3. The control system is combined with each LED light bar, so that each LED light bar can be freely spliced and combined, and different light intensity can be adjusted according to different occasions, with strong applicability.
附图说明Description of drawings
构成本申请的一部分的说明书附图用来提供对本发明的进一步理解,本发明的示意性实施例及其说明用于解释本发明,并不构成对本发明的不当限定。The accompanying drawings forming a part of the present application are used to provide further understanding of the present invention, and the exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention.
在附图中:In the attached image:
图1为一种基于天然采光的办公室光环境调控系统结构示意图。FIG. 1 is a schematic structural diagram of an office light environment regulation system based on natural lighting.
图2为各传感器通信模块在LED灯条上的安装示意图。FIG. 2 is a schematic diagram of the installation of each sensor communication module on the LED light bar.
图3为灯具调光装置调节室内光照强度的流程图。FIG. 3 is a flow chart of a lamp dimming device for adjusting indoor light intensity.
图4为交叉因子的改进粒子群算法的流程图。Figure 4 is a flow chart of the improved particle swarm algorithm with cross factor.
图5为一种安装了本系统的LED灯条拼接的俯视图。Figure 5 is a top view of an LED light bar splicing with the system installed.
以上各图中示例说明如下:1.外界天然光,2.室外感光传感器,3.LED灯条,4.室内感光传感器,5.室内人体感应传感器,6.主控模块,7.4G通信模块,8.LED驱动模块,9.工位,10. 灯具调光装置,11.电线,12.防护板。The examples in the above figures are as follows: 1. External natural light, 2. Outdoor photosensitive sensor, 3. LED light bar, 4. Indoor photosensitive sensor, 5. Indoor human body induction sensor, 6. Main control module, 7.4G communication module, 8. LED drive module, 9. Work station, 10. Lamp dimming device, 11. Electric wire, 12. Protection plate.
具体实施方式Detailed ways
下面将结合附图以及具体实施例来详细说明本发明,其中的示意性实施例以及说明仅用来解释本发明,但并不作为对本发明的不当限定。The present invention will be described in detail below with reference to the accompanying drawings and specific embodiments, wherein the exemplary embodiments and descriptions are only used to explain the present invention, but are not intended to be improperly limited to the present invention.
需要说明的是,在不冲突的情况下,本申请中的实施例及实施例中的特征可以相互组合。下面将参考附图并结合实施例来详细说明本发明。It should be noted that the embodiments in the present application and the features of the embodiments may be combined with each other in the case of no conflict. The present invention will be described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
如图1所示,一种基于天然采光的办公室光环境调控系统,包括LED灯条,室内人体感应传感器;室外感光传感器,室内感光传感器,通信模块,主控模块,LED驱动模块。As shown in Figure 1, an office light environment control system based on natural lighting includes LED light strips, indoor human body sensing sensors; outdoor photosensitive sensors, indoor photosensitive sensors, communication modules, main control modules, and LED drive modules.
LED灯条悬挂于工位上方,LED灯条四周设置防护板。所述室内人体感应传感器平行于室内感光传感器,并垂直于LED灯条防护板安装;所述室内人体感应传感器用于采集办公室内人员往来数据;并将数据传送到主控模块;所述主控模块根据室内人体感应传感器的数据信息判定LED灯条是否开启。The LED light bar is suspended above the workstation, and a protective plate is set around the LED light bar. The indoor human body induction sensor is parallel to the indoor photosensitive sensor, and is installed perpendicular to the LED light strip protection board; the indoor human body induction sensor is used to collect the data of people coming and going in the office; and transmit the data to the main control module; the main control The module determines whether the LED light bar is turned on according to the data information of the indoor human body induction sensor.
所述室外感光传感器位于办公室窗户的四周;所述室外感光传感器用于采集天然光的光照强度以及色温数据,并将数据传送至主控模块。The outdoor photosensitive sensor is located around the office window; the outdoor photosensitive sensor is used to collect the light intensity and color temperature data of natural light, and transmit the data to the main control module.
所述室内感光传感器位于LED灯条防护板外侧,并垂直于防护板安装;所述室内感光传感器用于采集室内工位的光照强度及色温数据,并将数据传送到主控模块。The indoor photosensitive sensor is located on the outside of the LED light strip protection plate and is installed perpendicular to the protection plate; the indoor photosensitive sensor is used to collect the light intensity and color temperature data of the indoor workstation, and transmit the data to the main control module.
所述4G通信模块平行于室内人体感应传感器,并垂直于LED灯条防护板安装,所述4G 通信模块用于采集联网实时气象台天气数据,并将数据发送至主控模块。The 4G communication module is parallel to the indoor human body induction sensor, and is installed perpendicular to the LED light strip protection board. The 4G communication module is used to collect the real-time weather data of the networked weather station and send the data to the main control module.
所述LED驱动模块平行于4G通信模块,垂直于LED灯条防护板安装。所述LED驱动模块用于对LED灯条进行调光控制。The LED driver module is installed parallel to the 4G communication module and perpendicular to the LED strip protection board. The LED driving module is used for dimming control of the LED light bar.
所述主控模块将所述室外感光传感器、所述室内感光传感器、所述通信模块所采集的各项数据进行计算分析,并同时判断工位上是否需要补光,然后驱动LED驱动模块对LED灯条进行光照调光,以使LED灯条输出适合的办公光照强度及色温。The main control module calculates and analyzes the data collected by the outdoor photosensitive sensor, the indoor photosensitive sensor, and the communication module, and at the same time judges whether the work station needs to be filled with light, and then drives the LED drive module to the LED. The light bar is dimming to make the LED light bar output suitable light intensity and color temperature for the office.
一种包括基于天然采光的办公室光环境调控系统的调控方法,包括如下步骤:A control method comprising an office light environment control system based on natural lighting, comprising the following steps:
S1通过室内人体感应器采集数据判断室内是否有人员往来,如果感应无人,将灯具调光装置全部关闭;如果感应有人,通过主控模块调节LED灯条照明。S1 uses the indoor human sensor to collect data to determine whether there are people in the room. If it senses no one, it will turn off all the light dimming devices; if it senses someone, it will adjust the LED light bar lighting through the main control module.
S11 LED灯条照明调节过程为,首先,在主控模块内输入光照和色温的调节边界值;其次,主控模块获取以下信息:通过气象台信息获取实时天气状况数据,通过室外感光传感器获取进入室内天然光的色温与照度值数据;通过室内感光传感器获取室内工位的光照强度及色温数据;主控模块对比边界值与各传感器的实时数据判定是否需要补光;当不需要补光时通过LED驱动模块用于对LED灯条进行调光;当需要补光时通过主控模块调节LED灯条进行补光;The adjustment process of S11 LED strip lighting is as follows: first, input the adjustment boundary value of light and color temperature in the main control module; secondly, the main control module obtains the following information: obtain real-time weather data through the weather station information, and obtain the indoor access through the outdoor photosensitive sensor. The color temperature and illuminance value data of natural light; the light intensity and color temperature data of the indoor station are obtained through the indoor photosensitive sensor; the main control module compares the boundary value with the real-time data of each sensor to determine whether supplementary light is needed; when the supplementary light is not needed, the LED is used The drive module is used to dim the LED light bar; when the supplementary light is required, the LED light bar is adjusted by the main control module for supplementary light;
S12补光与否条件判定:S12 fill light or not condition judgment:
设(i)每个工位工作面的LED灯光照强度: Let (i) the illumination intensity of LED light on the working surface of each station:
(ii)每个工位工作面的天然采光平均照度为Eout=[Eout1,Eout2,……Eoutn]Τ;(ii) The average illuminance of natural lighting on the working face of each station is Eout=[Eout 1 , Eout 2 , ... Eout n ] Τ ;
(iii)办公室的工位数为N,办公室工位的工作面平均照度Ean需求值矩阵为 Ean=[Ean1,Ean2,……EanN]Τ;(iii) The number of workstations in the office is N, and the average illuminance Ean demand value matrix of the working surface of the office workstation is Ean=[Ean 1 , Ean 2 ,...Ean N ] Τ ;
确定工位工作面需要补光的条件如下:The conditions for determining that the work surface needs to be supplemented are as follows:
则工位工作面需要补光的照度Ea=[Ea1,Ea2,……Ean];Then the illuminance Ea=[Ea 1 , Ea 2 , ... Ea n ] of the work surface that needs to be supplemented light;
S13一般情况下,灯具输出的光通量越小,则消耗的功率越小。为了在保证工作人员舒适度的基础上,达到最大限度的节能,一般会采用粒子群算法计算灯具的输出光通量,而一般粒子群算法容易陷入局部极值以及早熟收敛等问题,需要在保持粒子之间相互作用与相互影响的基础上提高粒子的多样性,以利于算法的全局搜索,因此引进了带交叉引子的改进粒子算法,建立工位工作面需要补光的照度Ea与需要调节的LED灯输出光通量ψ之间的节能模型:S13 In general, the smaller the luminous flux output by the lamp, the smaller the power consumed. In order to achieve maximum energy saving on the basis of ensuring the comfort of the staff, the particle swarm algorithm is generally used to calculate the output luminous flux of the lamps, and the general particle swarm algorithm is prone to problems such as local extremes and premature convergence. On the basis of the interaction and mutual influence, the diversity of particles is improved to facilitate the global search of the algorithm. Therefore, an improved particle algorithm with cross primers is introduced to establish the illuminance Ea that needs to be supplemented for the work surface and the LED lights that need to be adjusted. Energy saving model between output luminous flux ψ:
(i)设办公室的灯具数量为M,每一盏灯可以在[0,ψM]范围内调节光通量;则可将任意一盏灯具光通量ψ的组合看作一个M维的粒子,则ψ=[ψ1,ψ2,……ψM];(i) Let the number of lamps in the office be M, and each lamp can adjust the luminous flux in the range of [0, ψ M ]; then the combination of the luminous flux ψ of any lamp can be regarded as an M-dimensional particle, then ψ = [ψ 1 ,ψ 2 ,...ψ M ];
则Ea=Ga(t)*ψ;其中Ga(t)为适应度函数,即通过带交叉引子的改进粒子算法获得的粒子群最佳矩阵Ga(t)=[ψ1t (t) ... ψDt (t) ft (t)],进而获得最佳节能 LED灯条位置以及该LED灯条开启条件;Then Ea=Ga(t)*ψ; where Ga(t) is the fitness function, that is, the optimal particle swarm matrix Ga(t)=[ψ 1t (t) ... ψ Dt (t) f t (t) ], and then obtain the optimal energy-saving LED strip position and the LED strip turn-on conditions;
所述S13步骤中的适应度函数Ga(t)的求解过程如下:The solution process of the fitness function Ga(t) in the step S13 is as follows:
首先根据粒子群算法的基本原理,取粒子为N个,最多迭代T次,因此为达到满足工作面平均照度需求的情况下,灯具的总功耗最小,设适应度函数Ga(t)为:First of all, according to the basic principle of particle swarm algorithm, take the number of particles as N, and iterate at most T times. Therefore, in order to meet the average illuminance requirement of the working surface, the total power consumption of the lamp is the smallest, and the fitness function Ga(t) is set as:
(当Eraj+Esaj<Enaj时); (when Eraj+Esaj<Enaj);
式中:为灯具调光装置的总功耗值,Eraj是根据当前灯具组合粒子计算出的第j 个工位上得到的补光照度,Esaj是第j个工位上天然采光的照度值,Enaj是第j个工位上需求的最低照度值;where: is the total power consumption of the lamp dimming device, Eraj is the supplementary illuminance obtained at the jth station calculated from the current lamp combination particles, Esaj is the illuminance value of natural lighting at the jth station, and Enaj is the jth station. The minimum illuminance value required on each workstation;
当Eraj+Esaj<Enaj时,代表每个工位上总照度与需求照度的误差的平方和,为了与灯具的总功耗达到同一数量级的影响程度,应乘以1000作为适应度函数中的条件之一;When Eraj+Esaj<Enaj, Represents the sum of squares of the error between the total illuminance and the required illuminance at each station. In order to reach the same order of magnitude as the total power consumption of the lamps, it should be multiplied by 1000 as one of the conditions in the fitness function;
由于粒子适应度值越小则越优,以此作为判定粒子的个体最佳位置和群体最佳位置时的个体最优粒子和群体最优粒子,对于第t次迭代中的任意第i个粒子,可根据上述适应度函数分别计算出其适应度fi(t)(第i个粒子迭代t次之后获得的适应度);Since the smaller the particle fitness value, the better, it is used as the individual optimal particle and the group optimal particle when determining the individual optimal position of the particle and the optimal group position. For any i-th particle in the t-th iteration , and its fitness fi(t) (the fitness obtained after t iterations of the i-th particle) can be calculated according to the above fitness function;
若将粒子的适应度值添加为粒子群位置矩阵的最后一列,即粒子群适应度与位置结合矩阵part(t)为:If the fitness value of the particle is added as the last column of the particle swarm position matrix, that is, the particle swarm fitness and position combination matrix part(t) is:
该矩阵中,t代表矩阵为第t次迭代时的矩阵,(t=1,2,…,T);In this matrix, t represents the matrix when the matrix is the t-th iteration, (t=1,2,...,T);
粒子群个体最佳矩阵pbest(t)为:The individual optimal matrix pbest(t) of the particle swarm is:
粒子群整体最佳矩阵gbest(t)为:The overall best matrix gbest(t) of the particle swarm is:
Ga(t)=[ψ1t (t) ... ψDt (t) ft (t)]。(光通量和适应度组成的适应度函数;最终目的是获得每一个盏灯的最佳输出光通量,最佳是通过适应度来调节的,因此是适应度和光通量组合的,寻求最优解;粒子和粒子群,不同的粒子、粒子组成的粒子群分别最佳,结束寻优。)Ga(t)=[ψ 1t (t) ... ψ Dt (t) f t (t) ]. (The fitness function composed of luminous flux and fitness; the ultimate goal is to obtain the best output luminous flux of each lamp, the best is adjusted by fitness, so it is a combination of fitness and luminous flux to seek the optimal solution; particle and particle swarms, different particles and particle swarms composed of particles are the best, and the optimization ends.)
带交叉因子的改进算法与传统的算法的主要区别在于:粒子群在进行速度和位置的更新后还要进行交叉与变异的操作,经过交叉变异产生的子代粒子理论上继承了父代粒子的优点,不仅可学习自身经验与群体经验,而且可摆脱父代粒子陷入局部最优的可能,其算法流程图如图4所示。The main difference between the improved algorithm with crossover factor and the traditional algorithm is that the particle swarm also needs to perform crossover and mutation operations after updating the speed and position. The advantage is that it can not only learn its own experience and group experience, but also get rid of the possibility of the parent particle falling into the local optimum. The algorithm flow chart is shown in Figure 4.
S14色温调节过程如下:The S14 color temperature adjustment process is as follows:
根据照度E、亮度N、颜色刺激值B的关系获得色坐标与照度的关系式,再根据色坐标与色温的关系获得实时色温关系式,色温与初始色温边界值比较,以实现对色温的调节;According to the relationship between illuminance E, brightness N, and color stimulus value B, the relationship between color coordinates and illuminance is obtained, and then the real-time color temperature relationship is obtained according to the relationship between color coordinates and color temperature. The color temperature is compared with the initial color temperature boundary value to realize the adjustment of color temperature. ;
S141在理想漫反射面的亮度N和漫反射面的照度E之间的关系如下: The relationship between the brightness N of the ideal diffuse reflection surface and the illuminance E of the diffuse reflection surface in S141 is as follows:
另,亮度N与颜色刺激值B具有如下关系:B=N;In addition, the brightness N and the color stimulus value B have the following relationship: B=N;
S142结合格拉斯曼颜色定律与CIE1931色品坐标可获得色坐标与颜色刺激值具有如下关系:其中Am,Bm,Cm是混合光对应的三刺激值,Al, Bl,Cl是第l个颜色光对应的三刺激值;对于所有颜色光,其三刺激和色品坐标的对应关系如下:其中(am,bm)是混合光对应的色坐标,(al,bl)是第 l个颜色光色温对应的色坐标;S142 combines Grassmann's color law and CIE1931 chromaticity coordinates to obtain color coordinates and color stimulus values. The relationship is as follows: Among them, Am, Bm, Cm are the tristimulus values corresponding to the mixed light, A l , B l , C l are the tristimulus values corresponding to the lth color light; for all color lights, the corresponding relationship between the tristimulus and the chromaticity coordinates as follows: Where (am, bm) is the color coordinate corresponding to the mixed light, (al, bl) is the color coordinate corresponding to the color temperature of the lth color light;
综上,色坐标与亮度之间具有如下关系:其中El是每一个颜色光在被照面上形成的照度;In summary, the relationship between color coordinates and brightness is as follows: where E l is the illuminance formed by each color light on the illuminated surface;
S143多种不同颜色的光混合时,此时混合光环境里的色温为混合视色温,工位工作面上的混合视色温的平均值M-A(Tm)计算公式如下:S143 When light of different colors is mixed, the color temperature in the mixed light environment is the mixed color temperature. The calculation formula of the average value M-A(Tm) of the mixed color temperature on the working surface is as follows:
其中Tm,j是办公室里第j个(j∈[1,M])工作面上的混合色温,进而可获得混合视色温均匀度VT的计算公式如下:其中Min(Tm)为混合视色温的最小值;M-A(Tm)为混合视色温的算术平均值; where Tm ,j is the mixed color temperature on the jth (j∈[1,M]) working surface in the office, and the calculation formula of the mixed visual color temperature uniformity VT is as follows: Wherein Min(Tm) is the minimum value of the mixed color temperature; MA(Tm) is the arithmetic mean of the mixed color temperature;
同时,混合白光的相关色温的计算公式:其中Tm是混合光源的色温,Q是光源的色坐标的系数,K是等温斜率的倒数,(am,bm)是光源的色坐标;At the same time, the calculation formula of the correlated color temperature of mixed white light: Where Tm is the color temperature of the mixed light source, Q is the coefficient of the color coordinate of the light source, K is the reciprocal of the isothermal slope, and (am, bm) is the color coordinate of the light source;
综上,当已知m种光源的色坐标及其在被照面上的产生的照度就可以获得混合白光的相关色温,进而对该色温做调节。To sum up, when the color coordinates of m light sources and the illuminance generated on the illuminated surface are known, the correlated color temperature of the mixed white light can be obtained, and then the color temperature can be adjusted.
另外,在本实施例中,安装有本调节系统的LED灯条,可根据不同办公室不同工位的尺寸而改变,一般水平置于工位的正上方,为办公室人员办公提供照明。若工位面积较大,灯具调光装置亦可拼接使用,图5给出了拼接后的俯视图。In addition, in this embodiment, the LED light bar installed with the adjusting system can be changed according to the size of different workstations in different offices, and is generally placed horizontally directly above the workstations to provide lighting for office personnel. If the work station area is large, the lamp dimming device can also be used by splicing. Figure 5 shows the top view after splicing.
以上所述仅为本发明的优选实施例而已,并不用于限制本发明,对于本领域的技术人员来说,本发明可以有各种更改和变化。凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and changes. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included within the protection scope of the present invention.
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