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CN104165832B - A wireless measurement device and method for the concentration of non-spherical particles in a three-dimensional dense gas-solid system - Google Patents

A wireless measurement device and method for the concentration of non-spherical particles in a three-dimensional dense gas-solid system Download PDF

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CN104165832B
CN104165832B CN201410405085.1A CN201410405085A CN104165832B CN 104165832 B CN104165832 B CN 104165832B CN 201410405085 A CN201410405085 A CN 201410405085A CN 104165832 B CN104165832 B CN 104165832B
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CN104165832A (en
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张勇
钟文琪
金保昇
郑昕
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Southeast University
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Abstract

The invention discloses a wireless measurement device for the concentration of non-spherical particles of a three-dimensional dense gas-solid system, which comprises magnetic control camera shooting particles, a magnetic control driving unit, a wireless signal receiving unit, a wireless remote controller and an image processing unit. The magnetic control camera shooting particles are coupled with the camera shooting and wireless signal transmitting and receiving functions and are arranged in the three-dimensional dense gas-solid system, the shape and the size of the magnetic control camera shooting particles are similar to those of non-spherical particles in the system, and the magnetic control camera shooting particles move randomly in a gas-solid flow field and move to a target area under the control of a magnetic control driving unit; scanning and shooting the distribution information of the surrounding bed layer by utilizing a camera inside the magnetic control shooting particles; and finally, transmitting the image signal to a wireless signal receiving and transmitting system outside the system in a wireless transmission mode, and obtaining the particle concentration through image processing. The measuring method and the device can obtain the intuitive particle distribution information in the bed layer under the random motion and magnetic control motion modes, and have the advantages of no interference to a flow field, real-time online measurement and the like.

Description

一种三维稠密气固系统非球形颗粒浓度的无线测量装置及方法A wireless measurement device and method for the concentration of non-spherical particles in a three-dimensional dense gas-solid system

技术领域 technical field

本发明涉及一种三维稠密气固系统非球形颗粒浓度的无线测量方法及装置,属于多相流测量技术领域。 The invention relates to a wireless measurement method and device for the concentration of non-spherical particles in a three-dimensional dense gas-solid system, belonging to the technical field of multiphase flow measurement.

背景技术 Background technique

稠密气固系统在工业生产中尤其是化工及能源动力等领域有着非常广泛的应用。在这些应用过程中,固体物料不仅含有球形颗粒,而且含有非球形颗粒,如固废回转窑燃烧气化、生物质秸秆流化床燃烧、球形/非球形颗粒混合物流化分选等。显然,无论是物理处理过程,还是化学反应过程,物料之间的传质、传热和动量传递都是极其重要的,直接影响了过程效率和产品质量。颗粒浓度是反应传递过程的一个重要参数。 Dense gas-solid systems are widely used in industrial production, especially in the fields of chemical industry and energy power. In these application processes, solid materials contain not only spherical particles but also non-spherical particles, such as solid waste rotary kiln combustion gasification, biomass straw fluidized bed combustion, spherical/non-spherical particle mixture fluidized separation, etc. Obviously, whether it is a physical treatment process or a chemical reaction process, the mass transfer, heat transfer and momentum transfer between materials are extremely important, which directly affects the process efficiency and product quality. Particle concentration is an important parameter of the reaction transfer process.

颗粒浓度的测量方法通常可以分为直接法和间接法。最常见的直接法就是快速取样法,其基本做法是:将取样器插入床层,突然关闭取样空间而获得固体颗粒,然后,将取样器取出,打开取样空间,分析采集到的颗粒即可获得颗粒浓度。该方法的优点是能直接采集到目标点的颗粒样本,但缺点也很明显,取样器对流场有干扰作用,目标测量区域受到采样点的限制。随着计算机技术和先进的图像处理技术的发展,直接获得颗粒影像的摄像法也得到了广泛应用,摄像法不仅可以测得颗粒浓度的空间变化,还可以获得颗粒浓度在时间尺度上的变化,缺点是颗粒浓度的空间信息仅局限于容器壁面的二维信息,由于稠密系统固体颗粒的遮挡,对于床层内部的信息却无能无力。 The measurement methods of particle concentration can generally be divided into direct method and indirect method. The most common direct method is the rapid sampling method. The basic method is: insert the sampler into the bed, suddenly close the sampling space to obtain solid particles, then take out the sampler, open the sampling space, and analyze the collected particles to obtain particle concentration. The advantage of this method is that the particle samples at the target point can be directly collected, but the disadvantages are also obvious. The sampler interferes with the flow field, and the target measurement area is limited by the sampling point. With the development of computer technology and advanced image processing technology, the camera method of directly obtaining particle images has also been widely used. The camera method can not only measure the spatial variation of particle concentration, but also obtain the change of particle concentration on the time scale. The disadvantage is that the spatial information of the particle concentration is limited to the two-dimensional information of the container wall, but it is powerless for the information inside the bed due to the occlusion of the solid particles in the dense system.

多学科的交叉融合促进了间接法的快速发展,基于不同原理的间接法相继出现,如基于压力测量的差压法、基于放射线技术的放射法、基于电容层析/平板探头的电容法。差压法通过上下游压力差与颗粒重量间接推算出颗粒浓度,因此,该颗粒浓度为床层局部区域的平静颗粒浓度,并非某一点的实际浓度。当X或γ射线射过床层时,固体颗粒能吸收X或γ射线,透射后的射线强度与床层浓度成比例,基于此原理发展的放射法必须注意放射性物质的安全性问题,而且测试设备昂贵。电容层析法不干扰流场,但空间分辨率较低使其测量范围受限,电容平板探头法能深入床层内部测量其浓度,但电容探头对流场扰动较大。 Multidisciplinary integration has promoted the rapid development of indirect methods, and indirect methods based on different principles have emerged one after another, such as differential pressure method based on pressure measurement, radiation method based on radiation technology, capacitance method based on capacitance tomography/flat panel probe. The differential pressure method indirectly calculates the particle concentration through the pressure difference between the upstream and downstream and the particle weight. Therefore, the particle concentration is the calm particle concentration in the local area of the bed, not the actual concentration at a certain point. When X or gamma rays pass through the bed, solid particles can absorb X or gamma rays, and the intensity of the transmitted rays is proportional to the concentration of the bed. The radiation method developed based on this principle must pay attention to the safety of radioactive substances, and the test Equipment is expensive. Capacitance tomography does not disturb the flow field, but its low spatial resolution limits its measurement range. Capacitance flat panel probe method can penetrate deep into the bed to measure its concentration, but the capacitive probe greatly disturbs the flow field.

由以上分析可知,目前常规的测量技术普遍存在干扰流场、仅能获取表观信息、不能实时在线测量等问题,迫切需要开发出一种新的测量方法,以克服常规测量技术的缺陷。 From the above analysis, it can be seen that the current conventional measurement technology generally has problems such as disturbing the flow field, only obtaining apparent information, and not being able to measure on-line in real time. It is urgent to develop a new measurement method to overcome the defects of conventional measurement technology.

发明内容 Contents of the invention

发明目的:本发明针对常规的颗粒浓度测量装置会干扰流场、不能提取直接的颗粒浓度信息,部分测量方法只能获取表观的二维信息、不能实现三维全场测量,部分测量方法只适用于静态测量、不能实现在线实时监测等问题,提供了一种三维稠密气固系统非球形颗粒浓度的无线测量装置及方法。 Purpose of the invention: The present invention aims at conventional particle concentration measurement devices that interfere with the flow field and cannot extract direct particle concentration information. Some measurement methods can only obtain apparent two-dimensional information and cannot achieve three-dimensional full-field measurement. Some measurement methods are only applicable Due to problems such as static measurement and inability to realize online real-time monitoring, a wireless measurement device and method for the concentration of non-spherical particles in a three-dimensional dense gas-solid system are provided.

技术方案:为解决上述技术问题,本发明提供一种三维稠密气固系统非球形颗粒浓度的无线测量装置,包括磁控摄像颗粒、磁控驱动单元、无线信号接收单元、无线遥控器和图像处理单元,其中: Technical solution: In order to solve the above technical problems, the present invention provides a wireless measurement device for the concentration of non-spherical particles in a three-dimensional dense gas-solid system, including magnetic control imaging particles, magnetic control drive unit, wireless signal receiving unit, wireless remote control and image processing unit, where:

所述磁控摄像颗粒设置于三维稠密气固系统的内部,其大小与三维稠密气固系统内部的非球形颗粒的尺寸大小相近,所述磁控摄像颗粒包括透明壳体、与所述透明壳体同轴布置的内核通道、透明壳体与所述内核通道之间的滑移通道、设置于所述滑移通道内部的摄像单元、设置于所述内核通道内部的无线信号控制单元以及分别布置在透明壳体内部的两端的内控电磁铁,所述内控电磁铁即为普通的电磁铁; The magnetron imaging particle is arranged inside the three-dimensional dense gas-solid system, and its size is similar to the size of the non-spherical particle inside the three-dimensional dense gas-solid system. The magnetron imaging particle includes a transparent shell, which is connected to the transparent shell The inner core channel arranged coaxially with the body, the sliding channel between the transparent shell and the inner core channel, the camera unit arranged inside the sliding channel, the wireless signal control unit arranged inside the inner core channel, and respectively arranged Internal control electromagnets at both ends of the transparent housing, the internal control electromagnets are ordinary electromagnets;

所述磁控驱动单元环形布置在三维稠密气固系统的外部,用于调控所述三维稠密气固系统内部的磁场; The magnetic control drive unit is arranged in a ring outside the three-dimensional dense gas-solid system, and is used to regulate the magnetic field inside the three-dimensional dense gas-solid system;

所述无线信号接收单元设置于三维稠密气固系统的外部并与所述图像处理单元电连接,用于接收来自磁控摄像颗粒的无线信号; The wireless signal receiving unit is arranged outside the three-dimensional dense gas-solid system and is electrically connected to the image processing unit for receiving wireless signals from the magnetically controlled imaging particles;

所述无线遥控器设置于三维稠密气固系统的外部,所述无线遥控器为电流控制器,用于向磁控摄像颗粒发送控制信号改变电磁铁的电流从而调整内控电磁铁的电磁力; The wireless remote controller is arranged outside the three-dimensional dense gas-solid system, and the wireless remote controller is a current controller, which is used to send a control signal to the magnetic control imaging particles to change the current of the electromagnet so as to adjust the electromagnetic force of the internal control electromagnet;

所述图像处理单元布置在在稠密气固系统的外部,用于分析处理磁控摄像颗粒拍摄的每一张动态照片,从而获得颗粒的浓度。 The image processing unit is arranged outside the dense gas-solid system, and is used to analyze and process each dynamic picture taken by the magnetron imaging particles, so as to obtain the concentration of the particles.

其中,所述的摄像单元包括环形磁铁、伸缩环、发光二极管、摄像头、凸透镜和凹透镜,其中,所述环形磁铁和伸缩环从内岛外以同心圆的方式布置在所述滑移通道内,所述凸透镜和凹透镜交替间隔设置在所述伸缩环上,所述发光二极管和摄像头交替地间隔设置在环形磁铁上,所述发光二极管正对着凹透镜,所述摄像头正对着凸透镜;所述的内控电磁铁控制所述环形磁铁和伸缩环在滑移通道内的运动,当一侧的内控电磁铁工作时,伸缩环和环形磁铁以2~5mm/s的速度向其移动,当另一侧的内控电磁铁工作时,伸缩环和环形磁铁以2~5mm/s的速度向另一侧移动。 Wherein, the camera unit includes a ring magnet, a telescoping ring, a light emitting diode, a camera, a convex lens and a concave lens, wherein the ring magnet and the telescoping ring are arranged concentrically in the sliding channel from the outside of the inner island, The convex lens and the concave lens are alternately arranged on the telescopic ring, the light-emitting diodes and the camera are alternately arranged on the ring magnet, the light-emitting diode is facing the concave lens, and the camera is facing the convex lens; The internal control electromagnet controls the movement of the ring magnet and the telescopic ring in the sliding channel. When the internal control electromagnet on one side works, the telescopic ring and the ring magnet move towards it at a speed of 2-5 mm/s. When the other side When the internal control electromagnet is working, the telescopic ring and ring magnet move to the other side at a speed of 2-5mm/s.

所述无线信号控制单元包括依次布置在所述内核通道内部的图像传感器、压缩存储模块、信号控制器、无线信号发收器和电源,所述电源为整个磁控摄像颗 粒提供工作所需能量。从摄像单元获取的模拟信号通过图像传感器转换成数字信号,并经过压缩存储模块压缩,压缩后的信号在信号控制器的控制下,通过无线信号发收器向外部发送信号。置于三维稠密气固系统外部的无线信号接收单元和无线遥控器与置于磁控摄像颗粒内部的无线信号发收器之间通过无线信号传输。 The wireless signal control unit includes an image sensor, a compression storage module, a signal controller, a wireless signal transceiver and a power supply sequentially arranged inside the inner core channel, and the power supply provides the energy required for the work of the entire magnetron imaging particle. The analog signal obtained from the camera unit is converted into a digital signal by the image sensor and compressed by the compression storage module. The compressed signal is sent to the outside through the wireless signal transmitter and receiver under the control of the signal controller. The wireless signal receiving unit and the wireless remote controller placed outside the three-dimensional dense gas-solid system and the wireless signal transmitter and receiver placed inside the magnetically controlled imaging particles are transmitted through wireless signals.

所述的磁控驱动单元由3~5套驱动装置环形布置在稠密气固系统的外面,每套驱动装置包括电磁铁、链条、主动链轮、从动链轮、步进电机、变频器和控制器,其中,所述主动链轮和从动链轮水平间隔布置,链条分别与两个链轮相连,当主动链轮旋转时,链条绕着链轮运动;所述电磁铁安装在链条的上部,与控制器相连,并随着链条一起运动,所述控制器为电流控制器,通过控制电流改变电磁铁的磁力;所述步进电机与主动链轮直接相连,并驱动主动链轮转动;所述步进电机与变频器连接,所述变频器用于控制电机的转速和转向。 The magnetically controlled driving unit is composed of 3 to 5 sets of driving devices arranged in a ring outside the dense gas-solid system, and each driving device includes electromagnets, chains, driving sprockets, driven sprockets, stepping motors, frequency converters and The controller, wherein, the driving sprocket and the driven sprocket are horizontally arranged at intervals, and the chain is connected to the two sprockets respectively. When the driving sprocket rotates, the chain moves around the sprocket; the electromagnet is installed on the chain The upper part is connected with the controller and moves together with the chain. The controller is a current controller, which changes the magnetic force of the electromagnet by controlling the current; the stepper motor is directly connected with the driving sprocket and drives the driving sprocket to rotate ; The stepper motor is connected with a frequency converter, and the frequency converter is used to control the speed and steering of the motor.

所述的图像处理单元分析处理磁控摄像颗粒拍摄的每一张动态照片的具体过程为: The specific process of the described image processing unit analyzing and processing each dynamic photo taken by the magnetron imaging particles is as follows:

以纯红色幕布为固定背景,采用磁控摄像颗粒拍摄背景照片,获得背景照片在坐标(x,y)的像素值fR G, B(x,y)=(R,G,B); Take a pure red curtain as a fixed background, use magnetron imaging particles to take a background photo, and obtain the pixel value of the background photo at coordinates (x, y) f R , G, , B (x, y)=(R, G, B);

在相同的背景下,采用磁控摄像颗粒拍摄放置在红色幕布上的每种颗粒的静态照片,通过分析直方图的方法确定每种颗粒的最佳阈值Ti,i=1,2,…,n,其中,n为总颗粒数; Under the same background, use magnetron imaging particles to take static photos of each particle placed on the red curtain, and determine the optimal threshold T i of each particle by analyzing the histogram, i=1, 2,..., n, wherein, n is the total number of particles;

获得动态照片在坐标(x,y)的像素值fr g, b(x,y)=(r,g,b),将背景照片和动态照片逐行逐列逐个像素点的色度值进行相减,如果3分量的差的绝对值之和不小于阈值Ti,则保留该像素点色度值,否则该点置为(0,0,0),即黑色; Obtain the pixel value f r , g, , b (x, y)=(r, g, b) of the dynamic photo at the coordinates (x, y), and the chromaticity of the background photo and the dynamic photo row by row and column by pixel Values are subtracted, if the sum of the absolute values of the differences of the three components is not less than the threshold T i , the chromaticity value of the pixel is retained, otherwise the point is set to (0, 0, 0), that is, black;

对相减后的图像进行先膨胀后腐蚀的形态学处理过程,以填充颗粒内细小空洞,连接邻近颗粒和平滑边界; The subtracted image is subjected to a morphological process of first expansion and then erosion to fill the small holes in the particles, connect adjacent particles and smooth the boundaries;

分别统计每种颗粒在动态照片中占据的像素点数Ni,i=1,2,…,n,n为颗粒总数,获得目标颗粒的浓度值Ci=Ni/M,M是动态照片的总像素点数。 Count the number of pixels N i occupied by each type of particle in the dynamic photo, i=1, 2, ..., n, n is the total number of particles, and obtain the concentration value of the target particle C i =N i /M, M is the dynamic photo total number of pixels.

为了便于制作,磁控摄像颗粒的形状一般可以选择为圆柱状,磁控摄像颗粒的大小可通过如下方式进行确定:从待检测的物料中挑选形状规则的颗粒50~100个,统计这些颗粒的平均直径d,则磁控摄像颗粒的直径可以为0.9d~1.5d,磁控摄像颗粒的长度则可以选择在50~80mm左右。 In order to facilitate production, the shape of magnetron imaging particles can generally be selected as cylindrical, and the size of magnetron imaging particles can be determined by the following method: select 50 to 100 regular-shaped particles from the material to be detected, and count the number of these particles If the average diameter is d, the diameter of the magnetron imaging particles can be 0.9d-1.5d, and the length of the magnetron imaging particles can be selected to be about 50-80mm.

本发明还提出了利用上述装置在三维稠密气固系统非球形颗粒浓度的无线测量中的应用,其特征在于,包括如下步骤: The present invention also proposes the application of the above-mentioned device in the wireless measurement of the concentration of non-spherical particles in a three-dimensional dense gas-solid system, which is characterized in that it includes the following steps:

(1)从待检测非球形颗粒物料中挑选呈规则圆柱状的物料,统计所述圆柱 状物料的平均直径记为d,制作圆柱状的磁控摄像颗粒使其直径范围在0.9d~1.5d,并将其与其他物料一起放入系统内; (1) Select a regular cylindrical material from the non-spherical particle material to be detected, count the average diameter of the cylindrical material as d, and make the cylindrical magnetron imaging particles so that the diameter ranges from 0.9d to 1.5d , and put it into the system together with other materials;

(2)在随机运动模式下,磁控摄像颗粒在气固流场作用下与其他颗粒一起作随机运动,并拍摄周围颗粒的图像,拍摄时,通过伸缩环的伸缩实现摄像头的焦距调整; (2) In the random motion mode, the magnetron camera particles move randomly with other particles under the action of the gas-solid flow field, and take images of the surrounding particles. When shooting, the focal length of the camera is adjusted by stretching the telescopic ring;

(3)在磁控运动模式下,磁控驱动单元协调控制多个电磁铁的移动和电磁力的变化,使磁控摄像颗粒能在系统内移动至任意目标区域,在指定目标区域,信号控制器通过改变内控电磁铁的磁力使颗粒内部的摄像单元以2~5mm/s的速度在颗粒内移动,扫描并摄取颗粒周围的图像,同时,通过协调控制内控电磁铁的电磁力,实现磁控摄像颗粒在三维空间的转动; (3) In the magnetic control motion mode, the magnetic control drive unit coordinates and controls the movement of multiple electromagnets and the change of electromagnetic force, so that the magnetic control imaging particles can move to any target area in the system. In the designated target area, the signal control By changing the magnetic force of the internal control electromagnet, the camera unit inside the particle moves within the particle at a speed of 2-5 mm/s to scan and capture images around the particle. At the same time, by coordinating and controlling the electromagnetic force of the internal control electromagnet, the magnetic control The rotation of camera particles in three-dimensional space;

(4)从摄像单元获取的模拟信号通过无线信号接收单元处理转换成数字信号并压缩后向外部发送信号,再经过图像处理单元处理获得颗粒浓度。 (4) The analog signal obtained from the camera unit is processed by the wireless signal receiving unit and converted into a digital signal, compressed and sent to the outside, and then processed by the image processing unit to obtain the particle concentration.

在上述步骤中,所述的摄像单元包括环形磁铁、伸缩环、发光二极管、摄像头、凸透镜和凹透镜,其中,所述环形磁铁和伸缩环从内岛外以同心圆的方式布置在所述滑移通道内,所述凸透镜和凹透镜交替间隔设置在所述伸缩环上,所述发光二极管和摄像头交替地间隔设置在环形磁铁上,所述发光二极管正对着凹透镜,所述摄像头正对着凸透镜;所述的内控电磁铁控制所述环形磁铁和伸缩环在滑移通道内的运动,当一侧的内控电磁铁工作时,伸缩环和环形磁铁以2~5mm/s的速度向其移动,当另一侧的内控电磁铁工作时,伸缩环和环形磁铁以2~5mm/s的速度向另一侧移动。 In the above steps, the camera unit includes a ring magnet, a telescopic ring, a light emitting diode, a camera, a convex lens and a concave lens, wherein the ring magnet and the telescopic ring are concentrically arranged on the sliding surface from the outside of the inner island. In the channel, the convex lens and the concave lens are alternately arranged on the telescopic ring, the light-emitting diodes and the camera are alternately arranged on the ring magnet, the light-emitting diode is facing the concave lens, and the camera is facing the convex lens; The internal control electromagnet controls the movement of the ring magnet and the telescopic ring in the sliding channel. When the internal control electromagnet on one side works, the telescopic ring and the ring magnet move toward it at a speed of 2-5mm/s. When the internal control electromagnet on the other side works, the telescopic ring and the ring magnet move to the other side at a speed of 2-5mm/s.

所述无线信号控制单元包括依次布置在所述内核通道内部的图像传感器、压缩存储模块、信号控制器、无线信号发收器和电源,所述电源为整个磁控摄像颗粒提供工作所需能量;从摄像单元获取的模拟信号通过无线信号接收单元的图像传感器转换成数字信号,并经过压缩存储模块压缩,压缩后的信号在信号控制器的控制下,通过无线信号发收器向外部发送信号。 The wireless signal control unit includes an image sensor, a compression storage module, a signal controller, a wireless signal transmitter and a power supply arranged sequentially inside the inner core channel, and the power supply provides the energy required for the work of the entire magnetron imaging particle; The analog signal obtained from the camera unit is converted into a digital signal by the image sensor of the wireless signal receiving unit, and compressed by the compression storage module. The compressed signal is sent to the outside through the wireless signal transmitter under the control of the signal controller.

所述的磁控驱动单元由3~5套驱动装置环形布置在稠密气固系统的外面,每套驱动装置包括电磁铁、链条、主动链轮、从动链轮、步进电机、变频器和控制器,其中,所述主动链轮和从动链轮水平间隔布置,链条分别与两个链轮相连,当主动链轮旋转时,链条绕着链轮运动;所述电磁铁安装在链条的上部,与控制器相连,并随着链条一起运动,所述控制器为电流控制器,通过控制电流改变电磁铁的磁力;所述步进电机与主动链轮直接相连,并驱动主动链轮转动;所述步进电机与变频器连接,所述变频器用于控制步进电机的转速和转向。 The magnetically controlled driving unit is composed of 3 to 5 sets of driving devices arranged in a ring outside the dense gas-solid system, and each driving device includes electromagnets, chains, driving sprockets, driven sprockets, stepping motors, frequency converters and The controller, wherein, the driving sprocket and the driven sprocket are horizontally arranged at intervals, and the chain is connected to the two sprockets respectively. When the driving sprocket rotates, the chain moves around the sprocket; the electromagnet is installed on the chain The upper part is connected with the controller and moves together with the chain. The controller is a current controller, which changes the magnetic force of the electromagnet by controlling the current; the stepper motor is directly connected with the driving sprocket and drives the driving sprocket to rotate ; The stepper motor is connected with a frequency converter, and the frequency converter is used to control the speed and steering of the stepper motor.

其中,所述的图像处理单元分析处理磁控摄像颗粒拍摄的每一张动态照片的 具体过程为: Wherein, the specific process of each dynamic photo taken by the image processing unit analysis and processing magnetron imaging particles is:

以纯红色幕布为固定背景,采用磁控摄像颗粒拍摄背景照片,获得背景照片在坐标(x,y)的像素值fR G, B(x,y)=(R,G,B);其中,x为横坐标,y为纵坐标,R代表红色的像素值,G代表绿色的像素值,B代表蓝色的像素值; Take a pure red curtain as a fixed background, use magnetron imaging particles to take a background photo, and obtain the pixel value of the background photo at coordinates (x, y) f R , G, , B (x, y)=(R, G, B); Among them, x is the abscissa, y is the ordinate, R represents the pixel value of red, G represents the pixel value of green, and B represents the pixel value of blue;

在相同的背景下,采用磁控摄像颗粒拍摄放置在红色幕布上的每种颗粒的静态照片,通过分析直方图的方法确定每种颗粒的最佳阈值Ti,i=1,2,…,n,其中,n为总颗粒数; Under the same background, use magnetron imaging particles to take static photos of each particle placed on the red curtain, and determine the optimal threshold T i of each particle by analyzing the histogram, i=1, 2,..., n, wherein, n is the total number of particles;

获得动态照片在坐标(x,y)的像素值fr g, b(x,y)=(r,g,b),其中,x为横坐标,y为纵坐标,r代表红色的像素值,g代表绿色的像素值,b代表蓝色的像素值;将背景照片和动态照片逐行逐列逐个像素点的像素值进行相减,如果3分量的差的绝对值之和不小于阈值Ti,则保留该像素点色度值,否则该点置为(0,0,0),即黑色; Obtain the pixel value f r , g, , b (x, y)=(r, g, b) of the dynamic photo at coordinates (x, y), where x is the abscissa, y is the ordinate, and r represents red Pixel value, g represents the green pixel value, b represents the blue pixel value; subtract the pixel values of the background photo and the dynamic photo row by row and column by pixel, if the sum of the absolute values of the differences of the three components is not less than Threshold T i , then keep the chromaticity value of the pixel point, otherwise the point is set to (0, 0, 0), that is, black;

对相减后的图像进行先膨胀后腐蚀的形态学处理过程,以填充颗粒内细小空洞,连接邻近颗粒和平滑边界; The subtracted image is subjected to a morphological process of first expansion and then erosion to fill the small holes in the particles, connect adjacent particles and smooth the boundaries;

分别统计每种颗粒在动态照片中占据的像素点数Ni,i=1,2,…,n,n为颗粒总数,获得目标颗粒的浓度值Ci=Ni/M,其中M是动态照片的总像素点数。 Count the number of pixels N i occupied by each type of particle in the dynamic photo, i=1, 2,..., n, n is the total number of particles, and obtain the concentration value of the target particle C i =N i /M, where M is the dynamic photo the total number of pixels.

有益效果:与常规的颗粒浓度测量方法和装置相比,本发明具有如下的优点: Beneficial effects: Compared with conventional particle concentration measurement methods and devices, the present invention has the following advantages:

(1)对流场无干扰:传统的测量方法通过采样管或探头直接伸入床层内部获得浓度信息,由于测量装置干扰气固流场,因而不可避免引起测量误差,而本发明将测量装置微型化并集成于颗粒内部,用于模拟非球形颗粒并参与整个流动过程,虽然集成微型测量装置的非球形颗粒与物料颗粒直接接触,但这是由于气固流动而产生的颗粒与颗粒之间自然的接触,并非测量设备与物料的接触,不存在干扰流场问题; (1) No interference to the flow field: the traditional measurement method directly inserts the sampling tube or the probe into the bed to obtain the concentration information. Since the measurement device interferes with the gas-solid flow field, it will inevitably cause measurement errors. However, the present invention uses the measurement device Miniaturized and integrated inside the particles, it is used to simulate non-spherical particles and participate in the entire flow process. Although the non-spherical particles integrated with the micro-measurement device are in direct contact with the material particles, this is due to the gas-solid flow between particles and particles. Natural contact is not the contact between measuring equipment and materials, and there is no problem of disturbing the flow field;

(2)可获得内部直观的颗粒分布信息:传统的摄像法虽然获取了直接的颗粒分布图像,但该信息只局限于容器边壁附近的区域,而且由于边壁效应,不能真实反应容器内部更深层次的信息,而本发明改进了传统摄像法的拍摄模式,将摄像头置于非球形颗粒内部,可以遍历颗粒运动路径并准确摄取床层内部的浓度信息; (2) Intuitive internal particle distribution information can be obtained: Although the traditional camera method obtains direct particle distribution images, this information is only limited to the area near the side wall of the container, and due to the side wall effect, it cannot truly reflect the deeper inside of the container Level information, while the present invention improves the shooting mode of the traditional camera method, and places the camera inside the non-spherical particles, which can traverse the particle movement path and accurately capture the concentration information inside the bed;

(3)能实时在线测量:为了不干扰流场获得床层内部的浓度信息,部分改进的测量方法将床层停止运行后取样测量,典型的如床层塌落法,该方法是一种典型的离线测量方法,本发明改进了传统摄像法的有线信号传输模式,采用无线传输方式把容器内部颗粒信息发送至容器外部的接收器,克服了传统测量过程需要布置数据线的弊端,不仅为获取内部浓度信息创造了条件,而且实现了实时在 线测量; (3) Real-time online measurement: In order not to interfere with the flow field to obtain the concentration information inside the bed, some improved measurement methods stop the operation of the bed and then take samples for measurement. The typical example is the bed collapse method. This method is a typical The off-line measurement method, the invention improves the wired signal transmission mode of the traditional imaging method, and uses the wireless transmission method to send the particle information inside the container to the receiver outside the container, which overcomes the disadvantages of the need to arrange data lines in the traditional measurement process, not only for obtaining Internal concentration information creates conditions and realizes real-time online measurement;

(4)可双模式运行:常规的测量方法在测量范围上受到极大限制,如基于探针/探头的测量,只能在有限的固定点测量,如基于摄像机的可视化测量,只能在边壁透明区域测量,而本发明的测量方法可在随机运动模式和磁控运动模式下任意切换运行,测量装置即可在气流场中作随机运动的同时测量,也可在外部磁控装置的控制下对特定目标区域进行针对性测量; (4) Dual-mode operation: Conventional measurement methods are greatly limited in the measurement range, such as probe/probe-based measurement, which can only be measured at limited fixed points, such as camera-based visual measurement, which can only be measured at the edge wall transparent area measurement, and the measurement method of the present invention can switch between random movement mode and magnetic control movement mode, and the measurement device can measure while doing random movement in the airflow field, and can also be controlled by an external magnetic control device targeted measurement of a specific target area;

(5)双模态拍摄方式:常规的摄像法往往是摄像头固定在床体外面对透明区域进行拍摄,拍摄方式单一,图像信息片面,而本发明的摄像头不仅可以固定在磁控摄像颗粒上一点拍摄,而且可以沿着颗粒轴向移动,通过扫描的方式摄取周围更多的颗粒信息,这种双模态拍摄方式极大地丰富了图像信息。 (5) dual-mode shooting mode: the conventional camera method is often that the camera is fixed on the outside of the bed to shoot in the transparent area, the shooting method is single, and the image information is one-sided. shooting, and can move along the particle axis, and take in more particle information around it by scanning. This dual-mode shooting method greatly enriches the image information.

附图说明 Description of drawings

图1是本发明的磁控摄像颗粒的示意图,其中:内控电磁铁1、透明壳体2、滑移通道3、凸透镜4、凹透镜5、摄像头6、发光二极管7、图像传感器8、压缩存储模块9、控制器10、无线信号发收器11、电源12、内核通道13; Fig. 1 is a schematic diagram of the magnetically controlled imaging particle of the present invention, wherein: internal control electromagnet 1, transparent casing 2, sliding channel 3, convex lens 4, concave lens 5, camera 6, light emitting diode 7, image sensor 8, compression storage module 9. Controller 10, wireless signal transceiver 11, power supply 12, kernel channel 13;

图2是本发明的磁控摄像颗粒的剖面示意图,其中有:透明壳体2、凸透镜4、摄像头6、发光二极管7、内核通道13、伸缩环14、环形磁铁15;其中,代表摄像头; Fig. 2 is the schematic cross-sectional view of the magnetron imaging particle of the present invention, wherein there are: transparent casing 2, convex lens 4, camera 6, light-emitting diode 7, kernel channel 13, telescoping ring 14, annular magnet 15; Wherein, represent camera;

图3是本发明的磁控驱动单元的示意图,其中有:主动链轮16、从动链轮17、链条18、电磁铁19、步进电机20、变频器21、控制器22; Fig. 3 is the schematic diagram of magnetic control drive unit of the present invention, wherein has: driving sprocket 16, driven sprocket 17, chain 18, electromagnet 19, stepper motor 20, frequency converter 21, controller 22;

图4是本发明的三维稠密气固系统非球形颗粒浓度的无线测量装置的整体示意图,其中有:磁控摄像颗粒23、三维稠密气固系统24、磁控驱动单元25、无线信号接收单元26、图像处理单元27和无线遥控器28。 Fig. 4 is the overall schematic diagram of the wireless measurement device of the non-spherical particle concentration of the three-dimensional dense gas-solid system of the present invention, wherein there are: magnetic control imaging particles 23, three-dimensional dense gas-solid system 24, magnetic control driving unit 25, wireless signal receiving unit 26 , an image processing unit 27 and a wireless remote controller 28.

具体实施方式 detailed description

本发明提供了一种三维稠密气固系统非球形颗粒浓度的无线测量装置及方法,其中,上述装置的结构如图1~4所示,包括圆柱形磁控摄像颗粒23、磁控驱动单元25、无线信号接收单元26、无线遥控器28和图像处理单元27,其中,磁控摄像颗粒23设置于三维稠密气固系统的内部,其大小与三维稠密气固系统内部的非球形颗粒的尺寸大小相近,包括透明壳体2、与透明壳体2同轴布置的内核通道13、透明壳体2与内核通道13之间的滑移通道3、设置于滑移通道3内部的摄像单元、设置于内核通道13内部的无线信号控制单元以及分别布置在透明壳体2内部的两端的内控电磁铁1(即为普通的电磁铁)。摄像单元包括环形磁铁15、伸缩环14、发光二极管7(图中短线所示)、摄像头6(图中长线所示)、凸透镜4(图中长线所示)和凹透镜5(图中短线所示),其中,环形磁铁 15和伸缩环14从内到外以同心圆的方式布置在滑移通道3内,凸透镜4和凹透镜5交替间隔设置在伸缩环14上,发光二极管7和摄像头6交替地间隔设置在环形磁铁15上,发光二极管7正对着凹透镜5,摄像头6正对着凸透镜4;内控电磁铁1控制环形磁铁15和伸缩环14在滑移通道3内的运动,当一侧的内控电磁铁1工作时,伸缩环14和环形磁铁15以2~5mm/s的速度向其移动,当另一侧的内控电磁铁1工作时,伸缩环14和环形磁铁15以2~5mm/s的速度向另一侧移动。 The present invention provides a wireless measurement device and method for the concentration of non-spherical particles in a three-dimensional dense gas-solid system, wherein the structure of the above-mentioned device is shown in Figures 1 to 4, including a cylindrical magnetron imaging particle 23 and a magnetron drive unit 25 , a wireless signal receiving unit 26, a wireless remote controller 28 and an image processing unit 27, wherein the magnetron imaging particle 23 is arranged inside the three-dimensional dense gas-solid system, and its size is the same as the size of the non-spherical particles inside the three-dimensional dense gas-solid system Closely, it includes a transparent housing 2, an inner core channel 13 arranged coaxially with the transparent housing 2, a sliding channel 3 between the transparent housing 2 and the inner core channel 13, a camera unit arranged inside the sliding channel 3, and a The wireless signal control unit inside the core channel 13 and the internal control electromagnets 1 (that is, ordinary electromagnets) arranged at both ends of the transparent casing 2 respectively. The imaging unit includes a ring magnet 15, a telescopic ring 14, a light-emitting diode 7 (shown by a short line among the figures), a camera 6 (shown by a long line among the figures), a convex lens 4 (shown by a long line among the figures) and a concave lens 5 (shown by a short line among the figures). ), wherein the annular magnet 15 and the telescopic ring 14 are concentrically arranged in the sliding channel 3 from the inside to the outside, the convex lens 4 and the concave lens 5 are alternately arranged on the telescopic ring 14, and the light emitting diodes 7 and the cameras 6 are alternately Set on the ring magnet 15 at intervals, the light emitting diode 7 is facing the concave lens 5, and the camera 6 is facing the convex lens 4; the internal control electromagnet 1 controls the movement of the ring magnet 15 and the telescopic ring 14 in the sliding channel 3, when one side When the internal control electromagnet 1 works, the telescopic ring 14 and the ring magnet 15 move toward it at a speed of 2-5 mm/s; The speed of s moves to the other side.

磁控驱动单元25环形布置在三维稠密气固系统的外部,包括电磁铁和用于控制电磁铁磁力大小的磁力控制单元。无线信号接收单元26设置于三维稠密气固系统的外部并与图像处理单元27电连接。无线信号控制单元包括依次布置在内核通道13内部的图像传感器8(单片CMOS成像器)、压缩存储模块9(ADV-JP2000)、信号控制器10、无线信号发收器11和电源12,其中,信号控制器10包括一个RISC处理器和一个蓝牙核,无线信号发收器11包括一个发射器和一个接收器,电源12为整个磁控摄像颗粒23提供工作所需能量,从摄像单元获取的模拟信号通过图像传感器8转换成数字信号,并经过压缩存储模块9将信号进行压缩,压缩后的信号经过在信号控制器10的的控制下,利用蓝牙通过无线信号发收器11向外部发送信号。 The magnetically controlled driving unit 25 is arranged in a ring outside the three-dimensional dense gas-solid system, and includes an electromagnet and a magnetic force control unit for controlling the magnetic force of the electromagnet. The wireless signal receiving unit 26 is arranged outside the three-dimensional dense gas-solid system and is electrically connected with the image processing unit 27 . The wireless signal control unit includes an image sensor 8 (single-chip CMOS imager), a compression storage module 9 (ADV-JP2000), a signal controller 10, a wireless signal transceiver 11 and a power supply 12 arranged in sequence inside the core channel 13, wherein , the signal controller 10 includes a RISC processor and a bluetooth core, the wireless signal transmitter-receiver 11 includes a transmitter and a receiver, the power supply 12 provides the required energy for the whole magnetic control imaging particle 23, and the energy obtained from the imaging unit The analog signal is converted into a digital signal by the image sensor 8, and the signal is compressed by the compression storage module 9, and the compressed signal is sent to the outside through the wireless signal transmitter 11 using Bluetooth under the control of the signal controller 10 .

磁控驱动单元25由3~5套驱动装置环形布置在稠密气固系统的外面,每套驱动装置包括电磁铁19、链条18、主动链轮16、从动链轮17、步进电机20、变频器21和控制器22,其中,主动链轮16和从动链轮17水平间隔布置,链条18分别与两个链轮相连,当主动链轮16旋转时,链条18绕着链轮运动;电磁铁19安装在链条18的上部,与控制器22相连,并随着链条18一起运动,控制器22为电流控制器,通过控制电流改变电磁铁19的磁力;步进电机20与主动链轮16直接相连,并驱动主动链轮16转动;步进电机20与变频器21连接,变频器21控制步进电机20的转速和转向。其中,所述的控制器可以为任何普通的电流控制器。 The magnetically controlled driving unit 25 is arranged in a ring outside the dense gas-solid system by 3 to 5 sets of driving devices. Each driving device includes an electromagnet 19, a chain 18, a driving sprocket 16, a driven sprocket 17, a stepping motor 20, The frequency converter 21 and the controller 22, wherein, the driving sprocket 16 and the driven sprocket 17 are horizontally arranged at intervals, and the chain 18 is connected to the two sprockets respectively, and when the driving sprocket 16 rotates, the chain 18 moves around the sprocket; The electromagnet 19 is installed on the top of the chain 18, links to each other with the controller 22, and moves together with the chain 18, the controller 22 is a current controller, changes the magnetic force of the electromagnet 19 by controlling the current; the stepper motor 20 and the driving sprocket 16 is directly connected and drives the driving sprocket 16 to rotate; the stepping motor 20 is connected with the frequency converter 21, and the frequency converter 21 controls the speed and steering of the stepping motor 20. Wherein, the controller can be any common current controller.

无线遥控器28设置于三维稠密气固系统的外部,用于向磁控摄像颗粒23发送控制信号改变电磁铁的电流从而调整内控电磁铁28的电磁力;图像处理单元27布置在在稠密气固系统的外部,用于分析处理磁控摄像颗粒23拍摄的每一张动态照片,从而获得颗粒的浓度。 The wireless remote controller 28 is arranged outside the three-dimensional dense gas-solid system, and is used to send a control signal to the magnetic control imaging particle 23 to change the current of the electromagnet so as to adjust the electromagnetic force of the internal control electromagnet 28; the image processing unit 27 is arranged in the dense gas-solid system. The outside of the system is used to analyze and process each dynamic picture taken by the magnetically controlled imaging particles 23, so as to obtain the concentration of the particles.

在实际的应用中,磁控摄像颗粒的大小可通过如下方式进行确定:从待检测的物料中挑选形状规则颗粒50~100个,统计这些颗粒的平均直径d,则磁控摄像颗粒的直径可以为0.9d~1.5d,磁控摄像颗粒的长度则可以选择在50~80mm左右。 In practical applications, the size of magnetron imaging particles can be determined by the following method: select 50 to 100 regular-shaped particles from the material to be detected, and count the average diameter d of these particles, then the diameter of the magnetron imaging particles can be is 0.9d-1.5d, and the length of the magnetron imaging particles can be selected to be about 50-80mm.

下述具体实施例在以本技术方案为前提下进行实施,给出了详细的实施方式和操作过程,但本发明的保护范围不限于下述的实施例。 The following specific examples are implemented on the premise of the technical solution, and detailed implementation and operation process are provided, but the protection scope of the present invention is not limited to the following examples.

实施例1 Example 1

本实施针对回转窑固体废弃物热解工艺设计实验装置,用于测量固体载热体与固体废弃物的混合程度,具体实施步骤如下: In this implementation, an experimental device is designed for the pyrolysis process of solid waste in a rotary kiln to measure the mixing degree of solid heat carrier and solid waste. The specific implementation steps are as follows:

从固体废弃物中挑选50个形状较为规则的颗粒,统计50个颗粒的直径为20mm,选用圆柱形的非球形颗粒作为磁控摄像颗粒的形状,回转窑即(三维稠密气固系统)直径500mm,长1500mm。采用有机玻璃制成透明壳体,外径为22mm,高度为60mm,内核通道的直径为8mm。将伸缩环和环形磁铁以同心圆方式布置在透明壳体内,伸缩环在外圈,环形磁铁在内圈。伸缩环和环形磁铁的宽度分别为3mm,5个凸透镜和5个凹透镜(直径为3mm,与伸缩环的宽度一致)均匀布置在伸缩环上,5个发光二极管和摄像头(尺寸为3mm)均匀布置在环形磁铁上,发光二极管正对着凹透镜,摄像头正对着凸透镜,两者均在同心圆的直径上。5个摄像头的焦距调整均通过伸缩环的伸缩实现。两个内控电磁铁(即为普通的电磁体)分别布置在透明壳体的两端,当一侧的内控电磁铁通电后,伸缩环和环形磁铁以3mm/s的速度向其移动,当另一侧的内控电磁铁通电后,伸缩环和环形磁铁以3mm/s的速度向另一侧移动。在磁控摄像颗粒的内核通道内依次布置图像传感器(单片CMOS成像器)、压缩存储模块(ADV-JP2000)、信号控制器(包括RISC处理器和蓝牙核)、无线发收器(包括发射器和接收器)和电源。从摄像头获取的模拟信号通过图像传感器转换成数字信号,并经过压缩存储模块压缩,压缩后的信号在信号控制器的控制下,通过无线信号发收器向外部发送信号。磁控摄像颗粒工作所需能量由电源提供。 Select 50 particles with relatively regular shapes from solid waste, count the diameter of 50 particles as 20mm, and select cylindrical non-spherical particles as the shape of the magnetic control imaging particles. The diameter of the rotary kiln (three-dimensional dense gas-solid system) is 500mm , 1500mm long. The transparent shell is made of plexiglass, the outer diameter is 22mm, the height is 60mm, and the diameter of the inner core channel is 8mm. The telescopic ring and the ring magnet are arranged concentrically in the transparent casing, the telescopic ring is on the outer ring, and the ring magnet is on the inner ring. The width of the telescopic ring and the ring magnet are respectively 3mm, 5 convex lenses and 5 concave lenses (3mm in diameter, consistent with the width of the telescopic ring) are evenly arranged on the telescopic ring, and 5 light-emitting diodes and cameras (3mm in size) are evenly arranged On the ring magnet, the light-emitting diode is facing the concave lens, and the camera is facing the convex lens, both of which are on the diameter of the concentric circle. The focal length adjustment of the 5 cameras is realized through the expansion and contraction of the telescopic ring. Two internal control electromagnets (ordinary electromagnets) are respectively arranged at both ends of the transparent shell. When the internal control electromagnet on one side is energized, the telescopic ring and ring magnet move towards it at a speed of 3mm/s. After the internal control electromagnet on one side is energized, the telescopic ring and ring magnet move to the other side at a speed of 3mm/s. The image sensor (single-chip CMOS imager), compressed storage module (ADV-JP2000), signal controller (including RISC processor and Bluetooth core), wireless transceiver (including transmitter device and receiver) and power supply. The analog signal obtained from the camera is converted into a digital signal by the image sensor and compressed by the compression storage module. The compressed signal is sent to the outside through the wireless signal transmitter and receiver under the control of the signal controller. The energy required for the work of the magnetron imaging particles is provided by the power supply.

在回转窑的周向均匀布置3套磁控驱动装置,每套驱动装置主要由电磁铁、链条、链轮、步进电机、变频器(ABB变频器-ACS550)和电流控制器(LUO JIANG759C电流控制器)组成。每套驱动装置通过以下方式搭建而成:将主动链轮和从动链轮以回转窑长度的距离水平布置,同时将链条分别与两个链轮相连,在链条的上部安装电磁铁,电磁铁与控制器相连;把步进电机与主动链轮直接相连,同时将步进电机与变频器相连。工作时,通过改变变频器的输出参数分别控制电机的转向和转速,通过控制器控制电流的大小从而控制电磁铁的磁力。通过移动电磁铁和改变电磁力,实现磁控摄像颗粒在三维空间的平动,通过同时改变电磁铁和内控电磁铁的电磁力,实现磁控摄像颗粒在三维空间的转动。 3 sets of magnetic control driving devices are evenly arranged in the circumferential direction of the rotary kiln. controller) components. Each set of driving device is built in the following way: the driving sprocket and the driven sprocket are arranged horizontally at the distance of the length of the rotary kiln, and the chain is respectively connected to the two sprockets, and an electromagnet is installed on the upper part of the chain. Connect with the controller; directly connect the stepper motor with the driving sprocket, and connect the stepper motor with the frequency converter at the same time. When working, the steering and speed of the motor are controlled by changing the output parameters of the frequency converter, and the magnetic force of the electromagnet is controlled by controlling the magnitude of the current through the controller. By moving the electromagnet and changing the electromagnetic force, the translation of the magnetic control imaging particles in the three-dimensional space is realized, and by simultaneously changing the electromagnetic force of the electromagnet and the internal control electromagnet, the rotation of the magnetic control imaging particles in the three-dimensional space is realized.

无线信号接收单元布置在回转窑的外面,用于接收磁控摄像颗粒发出的信 号,并将数据传输至图像处理单元,同时通过无线遥控器向稠密气固系统内的磁控摄像颗粒发送控制信号,用于调整分别布置于磁控摄像颗粒两端的内控电磁铁的电磁力,使摄像头阵列在滑移通道内移动,扫描磁控摄像颗粒周围的颗粒分布。 The wireless signal receiving unit is arranged outside the rotary kiln to receive the signal from the magnetically controlled imaging particles and transmit the data to the image processing unit, and at the same time send control signals to the magnetically controlled imaging particles in the dense gas-solid system through the wireless remote control , used to adjust the electromagnetic force of the internal control electromagnets respectively arranged at both ends of the magnetron imaging particles, so that the camera array moves in the sliding channel and scans the particle distribution around the magnetron imaging particles.

图像处理单元布置在回转窑的外面,用于分析处理磁控摄像颗粒拍摄的每一张动态照片,具体过程为:以纯红色幕布为固定背景,采用磁控摄像颗粒拍摄背景照片,获得背景照片在坐标(x,y)的像素值fR G, B(x,y)=(R,G,B);在相同的背景下,采用磁控摄像颗粒拍摄放置在红色幕布上的每种颗粒的静态照片,通过分析直方图的方法确定每种颗粒的最佳阈值Ti,i=1,2,…,n,其中,n为总颗粒数;获得动态照片在坐标(x,y)的像素值fr g, b(x,y)=(r,g,b),将背景照片和动态照片逐行逐列逐个像素点的色度值进行相减,如果3分量的差的绝对值之和不小于阈值Ti,则保留该像素点色度值,否则该点置为(0,0,0),即黑色;对相减后的图像进行先膨胀后腐蚀的形态学处理过程,以填充颗粒内细小空洞,连接邻近颗粒和平滑边界;分别统计每种颗粒在动态照片中占据的像素点数Ni,i=1,2,…,n,获得目标颗粒的浓度值Ci=Ni/M,M是动态照片的总像素点数。 The image processing unit is arranged outside the rotary kiln to analyze and process each dynamic photo taken by the magnetron imaging particles. The pixel value f R , G, , B (x, y)=(R, G, B) of the coordinates (x, y); under the same background, use magnetron For static photos of particles, determine the optimal threshold T i of each particle by analyzing histograms, i=1, 2,..., n, where n is the total number of particles; obtain dynamic photos at coordinates (x, y) f r , g, , b (x, y)=(r, g, b), subtract the chromaticity values of the background photo and the dynamic photo row by row and column by pixel, if the difference of the three components The sum of the absolute values of is not less than the threshold T i , then the chromaticity value of the pixel point is retained, otherwise the point is set to (0, 0, 0), that is, black; the morphology of the subtracted image is first expanded and then corroded The processing process is to fill the small holes in the particles, connect adjacent particles and smooth the boundary; respectively count the number of pixels N i occupied by each particle in the dynamic photo, i=1, 2,...,n, and obtain the concentration value C of the target particle i =N i /M, where M is the total number of pixels of the dynamic photo.

实施例2 Example 2

本实施针对生物质流化床燃烧锅炉设计实验装置,用于测量床料与生物质的混合程度,具体实施步骤如下: In this implementation, an experimental device is designed for a biomass fluidized bed combustion boiler, which is used to measure the mixing degree of bed material and biomass. The specific implementation steps are as follows:

从生物质秸秆颗粒中挑选80个形状较为规则的颗粒并统计颗粒的直径,为20mm,设计流化床尺寸为400mm×400mm。采用有机玻璃制成透明壳体,外径为18mm,高度为50mm,内核通道的直径为5mm。将伸缩环和环形磁铁以同心圆方式布置在透明壳体内,伸缩环在外圈,环形磁铁在内圈。伸缩环和环形磁铁的宽度为3mm,3个凸透镜和3个凹透镜均匀布置在伸缩环上,凸透镜和凹透镜的尺寸为3mm,与伸缩环的宽度一致,3个发光二极管和摄像头(尺寸为3mm)均匀布置在环形磁铁上,发光二极管正对着凹透镜,摄像头正对着凸透镜,两者均在同心圆的直径上。3个摄像头的焦距调整均通过伸缩环的伸缩实现。两个圆柱状的内控电磁铁分别布置在透明壳体的两端,当一侧的内控电磁铁通电后,伸缩环和环形磁铁以3mm/s的速度向其移动,当另一侧的内控电磁铁通电后,伸缩环和环形磁铁以3mm/s的速度向另一侧移动。在磁控摄像颗粒的内核通道内依次布置图像传感器(单片CMOS成像器)、压缩存储模块(ADV-JP2000)、信号控制器(RISC处理器和蓝牙核)、无线发收器(发射器和接收器)和电源。从摄像头获取的模拟信号通过图像传感器转换成数字信号,并经过压缩存储模块压缩,压 缩后的信号在信号控制器的控制下,通过无线信号发收器向外部发送信号。磁控摄像颗粒工作所需能量由电源提供。 Select 80 particles with relatively regular shape from the biomass straw particles and count the diameter of the particles, which is 20mm, and the designed fluidized bed size is 400mm×400mm. The transparent shell is made of plexiglass, the outer diameter is 18mm, the height is 50mm, and the diameter of the inner core channel is 5mm. The telescopic ring and the ring magnet are arranged concentrically in the transparent casing, the telescopic ring is on the outer ring, and the ring magnet is on the inner ring. The width of the telescopic ring and the ring magnet is 3mm, 3 convex lenses and 3 concave lenses are evenly arranged on the telescopic ring, the size of the convex lens and the concave lens is 3mm, which is consistent with the width of the telescopic ring, 3 light-emitting diodes and cameras (size 3mm) Evenly arranged on the ring magnet, the light-emitting diode is facing the concave lens, and the camera is facing the convex lens, both of which are on the diameter of the concentric circle. The focal length adjustment of the 3 cameras is realized through the expansion and contraction of the telescopic ring. Two cylindrical internal control electromagnets are respectively arranged at both ends of the transparent shell. When the internal control electromagnet on one side is energized, the telescopic ring and ring magnet move towards it at a speed of 3mm/s. When the internal control electromagnet on the other side After the iron is energized, the telescopic ring and the ring magnet move to the other side at a speed of 3mm/s. The image sensor (single-chip CMOS imager), compression storage module (ADV-JP2000), signal controller (RISC processor and Bluetooth core), wireless transceiver (transmitter and receiver) and power supply. The analog signal obtained from the camera is converted into a digital signal by the image sensor and compressed by the compression storage module. The compressed signal is sent to the outside through the wireless signal transmitter under the control of the signal controller. The energy required for the work of the magnetron imaging particles is provided by the power supply.

在流化床的周向均匀布置3套磁控驱动装置,每套驱动装置主要由电磁铁、链条、链轮、步进电机、变频器(ABB变频器-ACS550)和电流控制器(LUO JIANG759C电流控制器)组成。每套驱动装置通过以下方式搭建而成:将主动链轮和从动链轮以回转窑长度的距离水平布置,同时将链条分别与两个链轮相连,在链条的上部安装电磁铁,电磁铁与控制器相连;把步进电机与主动链轮直接相连,同时将步进电机与变频器相连。工作时,通过改变变频器的输出参数分别控制电机的转向和转速,通过控制器控制电流的大小从而控制电磁铁的磁力。通过移动电磁铁和改变电磁力,实现磁控摄像颗粒在三维空间的平动,通过同时改变电磁铁和内控电磁铁的电磁力,实现磁控摄像颗粒在三维空间的转动。 3 sets of magnetic control drive devices are evenly arranged in the circumferential direction of the fluidized bed, each set of drive current controller). Each set of driving device is built in the following way: the driving sprocket and the driven sprocket are arranged horizontally at the distance of the length of the rotary kiln, and the chain is respectively connected to the two sprockets, and an electromagnet is installed on the upper part of the chain. Connect with the controller; directly connect the stepper motor with the driving sprocket, and connect the stepper motor with the frequency converter at the same time. When working, the steering and speed of the motor are controlled by changing the output parameters of the frequency converter, and the magnetic force of the electromagnet is controlled by controlling the magnitude of the current through the controller. By moving the electromagnet and changing the electromagnetic force, the translation of the magnetic control imaging particles in the three-dimensional space is realized, and by simultaneously changing the electromagnetic force of the electromagnet and the internal control electromagnet, the rotation of the magnetic control imaging particles in the three-dimensional space is realized.

无线信号接收单元布置在流化床的外面,用于接收磁控摄像颗粒发出的信号,并将数据传输至图像处理单元,同时通过无线遥控器向稠密气固系统内的磁控摄像颗粒发送控制信号,用于调整分别布置于磁控摄像颗粒两端的内控电磁铁的电磁力,使摄像头阵列在滑移通道内移动,扫描磁控摄像颗粒周围的颗粒分布。 The wireless signal receiving unit is arranged outside the fluidized bed to receive the signal from the magnetically controlled imaging particles, and transmit the data to the image processing unit, and at the same time send control to the magnetically controlled imaging particles in the dense gas-solid system through the wireless remote control The signal is used to adjust the electromagnetic force of the internal control electromagnets arranged at both ends of the magnetron imaging particles, so that the camera array moves in the sliding channel and scans the particle distribution around the magnetron imaging particles.

图像处理单元布置在流化床的外面,用于分析处理磁控摄像颗粒拍摄的每一张动态照片,具体过程为:以纯红色幕布为固定背景,采用磁控摄像颗粒拍摄背景照片,获得背景照片在坐标(x,y)的像素值fR G, B(x,y)=(R,G,B),其中,x为横坐标,y为纵坐标,R代表红色的像素值,G代表绿色的像素值,B代表蓝色的像素值;在相同的背景下,采用磁控摄像颗粒拍摄放置在红色幕布上的每种颗粒的静态照片,通过分析直方图的方法确定每种颗粒的最佳阈值Ti,i=1,2,…,n,其中,n为总颗粒数;获得动态照片在坐标(x,y)的像素值fr g, b(x,y)=(r,g,b),其中,x为横坐标,y为纵坐标,r代表红色的像素值,g代表绿色的像素值,b代表蓝色的像素值,将背景照片和动态照片逐行逐列逐个像素点的色度值进行相减,如果3分量的差的绝对值之和不小于阈值Ti,则保留该像素点色度值,否则该点置为(0,0,0),即黑色;对相减后的图像进行先膨胀后腐蚀的形态学处理过程,以填充颗粒内细小空洞,连接邻近颗粒和平滑边界;分别统计每种颗粒在动态照片中占据的像素点数Ni,i=1,2,…,n,获得目标颗粒的浓度值Ci=Ni/M,M是动态照片的总像素点数。 The image processing unit is arranged outside the fluidized bed, and is used to analyze and process each dynamic photo taken by the magnetically controlled imaging particles. The specific process is: take a pure red curtain as a fixed background, use the magnetically controlled imaging particles to take background photos, and obtain the background photos Pixel value f R at coordinates (x, y) , G, , B (x, y)=(R, G, B), wherein, x is the abscissa, y is the ordinate, and R represents the pixel value of red, G represents the pixel value of green, and B represents the pixel value of blue; in the same background, using magnetron imaging particles to take static photos of each particle placed on the red curtain, and determine each particle by analyzing the histogram The optimal threshold T i , i=1, 2,..., n, where n is the total number of particles; obtain the pixel value f r , g, , b (x, y) of the dynamic photo at coordinates (x, y) =(r, g, b), wherein, x is the abscissa, y is the ordinate, r represents the pixel value of red, g represents the pixel value of green, and b represents the pixel value of blue. The chromaticity value of each pixel is subtracted row by column. If the sum of the absolute values of the differences of the three components is not less than the threshold Ti, the chromaticity value of the pixel is retained, otherwise the point is set to (0, 0, 0) , that is, black; the morphological processing process of expansion and then erosion is performed on the subtracted image to fill the small holes in the particles, connect adjacent particles and smooth boundaries; respectively count the number of pixels N i occupied by each particle in the dynamic photo , i=1, 2, . . . , n, to obtain the concentration value of the target particles C i =N i /M, where M is the total number of pixels in the dynamic photo.

Claims (8)

1. the wireless measurement device of a three-dimensional dense gas-solid system aspherical particle concentration, it is characterized in that, including magnetic control shooting granule (23), magnetic control driver element (25), reception of wireless signals unit (26), Digiplex (28) and graphics processing unit (27), wherein:
Described magnetic control shooting granule (23) is arranged at the inside of three-dimensional dense gas-solid system, described magnetic control shooting granule (23) includes cylindrical transparent housing (2), the kernel passage (13) coaxially arranged with described transparent shell (2), sliding passage (3) between transparent shell (2) and described kernel passage (13), it is arranged at the image unit that described sliding passage (3) is internal, it is arranged at the internal wireless signal control unit of described kernel passage (13) and is arranged in the internal control electric magnet (1) at the internal two ends of transparent shell (2);
Described magnetic control driver element (25) is circular layout in the outside of three-dimensional dense gas-solid system, for regulating and controlling the magnetic field within the dense gas-solid system of described three-dimensional;
Described reception of wireless signals unit (26) is arranged at the outside of three-dimensional dense gas-solid system and electrically connects with described graphics processing unit (27), for receiving the wireless signal from magnetic control shooting granule (23);
Described Digiplex (28) is arranged at the outside of three-dimensional dense gas-solid system, adjusts the electromagnetic force of internal control electric magnet (1) for sending the electric current of control signal change electric magnet to magnetic control shooting granule (23);
Described graphics processing unit (27) is arranged in the outside of three-dimensional dense gas-solid system, is used for analyzing and process each an action shot that magnetic control shooting granule (23) shoots, thus obtains the concentration of granule ;
Wherein, described image unit includes annular magnet (15), expansion ring (14), light emitting diode (7), photographic head (6), convex lens (4) and concavees lens (5), wherein, described annular magnet (15) and expansion ring (14) are arranged in described sliding passage (3) the most in concentric circles, described convex lens (4) and concavees lens (5) alternate intervals are arranged on described expansion ring (14), described light emitting diode (7) and photographic head (6) alternate intervals are arranged on annular magnet (15), described light emitting diode (7) faces concavees lens (5), described photographic head (6) faces convex lens (4);Described internal control electric magnet (1) controls described annular magnet (15) and the expansion ring (14) motion in sliding passage (3), when the internal control electric magnet (1) of side works, expansion ring (14) and annular magnet (15) move to it with the speed of 2~5mm/s, when the internal control electric magnet (1) of opposite side works, expansion ring (14) and annular magnet (15) move to opposite side with the speed of 2~5mm/s.
The wireless measurement device of three-dimensional the most according to claim 1 dense gas-solid system aspherical particle concentration, it is characterized in that, described wireless signal control unit includes being sequentially arranged in the imageing sensor (8) that described kernel passage (13) is internal, compression memory module (9), signal controller (10), wireless signal transferring and receiving apparatus (11) and power supply (12), wherein, described imageing sensor (8) converts analog signals into digital signal, described digital signal compresses through overcompression memory module (9), signal after compression is under the control of signal controller (10), by wireless signal transferring and receiving apparatus (11) to outside transmission signal;Described power supply (12) is that whole magnetic control shooting granule (23) provides energy needed for work.
The wireless measurement device of three-dimensional the most according to claim 1 dense gas-solid system aspherical particle concentration, it is characterized in that, described magnetic control driver element (25) includes 3~5 set driving means, it is arranged in the outside of dense gas-solid system ringwise, often set driving means includes electric magnet (19), chain (18), drive sprocket (16), driven sprocket (17), motor (20), converter (21) and controller (22), wherein, described drive sprocket (16) and driven sprocket (17) horizontal interval are arranged, chain (18) is connected with two sprocket wheels respectively, when drive sprocket (16) rotates, chain (18) is around sprocket;Described electric magnet (19) is arranged on the top of chain (18), it is connected with controller (22), and along with chain (18) moves together, described controller (22) is current controller, changes the magnetic force of electric magnet (19) by controlling electric current;Described motor (20) is joined directly together with drive sprocket (16), and drives drive sprocket (16) to rotate;Described motor (20) is connected with converter (21), and described converter (21) is used for controlling the rotating speed of motor (20) and turning to.
The wireless measurement device of three-dimensional the most according to claim 1 dense gas-solid system aspherical particle concentration, it is characterised in that the detailed process of each an action shot of described graphics processing unit analyzing and processing magnetic control shooting granule shooting is:
With pure red curtain as fixed background, use magnetic control shooting granule shooting background photo, it is thus achieved that background pictures is at coordinate (x, pixel value f y)R , G , B(x, y)=(R, G, B);Wherein, x is abscissa, and y is vertical coordinate, and R represents the pixel value of redness, and G represents the pixel value of green, and B represents the pixel value of blueness;
In the same context, use magnetic control shooting granule shooting to be placed on the still photo of every kind of granule on red curtain, determine the optimal threshold T of every kind of granule by analyzing histogrammic methodi, i=1,2 ..., n, wherein, n is total particle number;
Obtain an action shot at coordinate (x, pixel value f y)r , g , b(x, y)=(r, g, b), wherein, x is abscissa, and y is vertical coordinate, and r represents the pixel value of redness, and g represents the pixel value of green, and b represents the pixel value of blueness;The pixel value of background pictures and an action shot point of individual element line by line is subtracted each other, if the absolute value sum of the difference of 3 components is not less than threshold value Ti, then retain this pixel chromatic value, otherwise this point is set to (0,0,0), i.e. black;
Image after subtracting each other first is expanded the Morphological scale-space process of post-etching, with minuscule hole in filler particles, connects adjacent particles and smooth boundary;
Add up the pixel number N that every kind of granule occupies in an action shot respectivelyi, i=1,2 ..., n, n are total number of particles, it is thus achieved that the concentration value C of target particlesi=Ni/ M, wherein M is total pixel number of an action shot.
5. the device utilized described in claim 1 method of wireless measurement aspherical particle concentration in three-dimensional dense gas-solid system, it is characterised in that comprise the steps:
(1) from aspherical particle material to be detected, the material in regular cylindrical shape is selected, the average diameter adding up described cylindric material is designated as d, making columned magnetic control shooting granule makes its diameter range at 0.9d~1.5d, and it puts into together with unclassified stores system;
(2) under random motion pattern, magnetic control shooting granule acts as random motion under gas-solid flow field effect with other granules one, and shoots the image of neighboring particles, during shooting, by the flexible Focussing realizing photographic head of expansion ring;
(3) under magnetic control motor pattern, magnetic control driver element coordinates to control movement and the change of electromagnetic force of multiple electric magnet, magnetic control shooting granule is made to move in system to arbitrary target region, in desired target area, signal controller makes the image unit within granule move in granule with the speed of 2~5mm/s by changing the magnetic force of internal control electric magnet, scan and absorb circumgranular image, simultaneously, by coordinating to control the electromagnetic force of internal control electric magnet, it is achieved magnetic control shooting granule is in three-dimensional rotation;
(4) send signal after the analogue signal obtained from image unit is converted into digital signal compression by reception of wireless signals cell processing to outside, then process acquisition granule density through graphics processing unit.
Method the most according to claim 5, it is characterized in that, described wireless signal control unit includes being sequentially arranged in the internal imageing sensor (8) of described kernel passage (13), compression memory module (9), signal controller (10), wireless signal transferring and receiving apparatus (11) and power supply (12), and described power supply (12) is that whole magnetic control shooting granule (23) provides energy needed for work;The analogue signal obtained from image unit is converted into digital signal by imageing sensor (8), and compresses through overcompression memory module, and the signal after compression, under the control of signal controller, sends signal by wireless signal transferring and receiving apparatus to outside.
Method the most according to claim 5, it is characterized in that, described magnetic control driver element (25) is circular layout in the outside of dense gas-solid system by 3~5 set driving means, often set driving means includes electric magnet (19), chain (18), drive sprocket (16), driven sprocket (17), motor (20), converter (21) and controller (22), wherein, described drive sprocket (16) and driven sprocket (17) horizontal interval are arranged, chain (18) is connected with two sprocket wheels respectively, when drive sprocket (16) rotates, chain (18) moves around sprocket wheel (16);Described electric magnet (19) is arranged on the top of chain (18), it is connected with controller (22), and along with chain (18) moves together, described controller (22) is current controller, changes the magnetic force of electric magnet (19) by controlling electric current;Described motor (20) is joined directly together with drive sprocket (16), and drives drive sprocket (16) to rotate;Described motor (20) is connected with converter (21), and described converter (21) is used for controlling the rotating speed of motor (20) and turning to.
Method the most according to claim 5, it is characterised in that the detailed process of each an action shot of described graphics processing unit analyzing and processing magnetic control shooting granule shooting is:
With pure red curtain as fixed background, use magnetic control shooting granule shooting background photo, it is thus achieved that background pictures is at coordinate (x, pixel value f y)R , G , B(x, y)=(R, G, B);Wherein, x is abscissa, and y is vertical coordinate, and R represents the pixel value of redness, and G represents the pixel value of green, and B represents the pixel value of blueness;
In the same context, use magnetic control shooting granule shooting to be placed on the still photo of every kind of granule on red curtain, determine the optimal threshold T of every kind of granule by analyzing histogrammic methodi, i=1,2 ..., n, wherein, n is total particle number;
Obtain an action shot at coordinate (x, pixel value f y)r , g , b(x, y)=(r, g, b), wherein, x is abscissa, and y is vertical coordinate, and r represents the pixel value of redness, and g represents the pixel value of green, and b represents the pixel value of blueness;The pixel value of background pictures and an action shot point of individual element line by line is subtracted each other, if the absolute value sum of the difference of 3 components is not less than threshold value Ti, then retain this pixel chromatic value, otherwise this point is set to (0,0,0), i.e. black;
Image after subtracting each other first is expanded the Morphological scale-space process of post-etching, with minuscule hole in filler particles, connects adjacent particles and smooth boundary;
Add up the pixel number N that every kind of granule occupies in an action shot respectivelyi, i=1,2 ..., n, n are total number of particles, it is thus achieved that the concentration value C of target particlesi=Ni/ M, wherein M is total pixel number of an action shot.
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