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CN106956216B - An online monitoring device for grinding and polishing processing status - Google Patents

An online monitoring device for grinding and polishing processing status Download PDF

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Publication number
CN106956216B
CN106956216B CN201710141347.1A CN201710141347A CN106956216B CN 106956216 B CN106956216 B CN 106956216B CN 201710141347 A CN201710141347 A CN 201710141347A CN 106956216 B CN106956216 B CN 106956216B
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grinding
polishing
sensor
ring
wafer carrier
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CN106956216A (en
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李军
仝浩呈
朱永伟
左敦稳
郭太煜
王健杰
黄俊阳
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Wuxi Research Institute Of Nanjing University Of Aeronautics & Astronautics
Nanjing University of Aeronautics and Astronautics
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Wuxi Research Institute Of Nanjing University Of Aeronautics & Astronautics
Nanjing University of Aeronautics and Astronautics
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B24GRINDING; POLISHING
    • B24BMACHINES, DEVICES, OR PROCESSES FOR GRINDING OR POLISHING; DRESSING OR CONDITIONING OF ABRADING SURFACES; FEEDING OF GRINDING, POLISHING, OR LAPPING AGENTS
    • B24B49/00Measuring or gauging equipment for controlling the feed movement of the grinding tool or work; Arrangements of indicating or measuring equipment, e.g. for indicating the start of the grinding operation

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Mechanical Treatment Of Semiconductor (AREA)
  • Finish Polishing, Edge Sharpening, And Grinding By Specific Grinding Devices (AREA)

Abstract

一种研磨抛光加工状态在线监测装置,其特征是它包括环抛机上由一台电机驱动的研磨抛光盘(1)和由另一台电机驱动保持环(4)转动,在研磨抛光盘(1)上安装有研磨抛光垫(3),保持环(4)中安装有晶圆承载器(2),工件(5)安装在晶圆承载器(2)的下部并在保持环的带动下与垫光垫(3)作相对的研磨抛光加工,在晶圆承载器(2)上安装有传感器(6),传感器(6)与固定安装在平台(10)上的信号调理电路(7)电气相连,信号调理电路(7)与固定安装在平台(10)上的数据采集器(8)电气连接,数据采集器(8)通过导电滑环(9)与计算机相连;所述的平台安装在保持环(4)上并同步转动。本发明对设备要求低,成本低,方便操作。

An on-line monitoring device for grinding and polishing processing status, which is characterized in that it includes a grinding and polishing disc (1) driven by a motor on a ring polishing machine and a retaining ring (4) driven by another motor to rotate, and the grinding and polishing disc (1) ) is installed with a polishing pad (3), a wafer carrier (2) is installed in the retaining ring (4), and the workpiece (5) is installed on the lower part of the wafer carrier (2) and driven by the retaining ring The light pad (3) is used for relative grinding and polishing, and the sensor (6) is installed on the wafer carrier (2). The sensor (6) is electrically connected to the signal conditioning circuit (7) fixedly installed on the platform (10). The signal conditioning circuit (7) is electrically connected to the data collector (8) fixedly installed on the platform (10), and the data collector (8) is connected to the computer through a conductive slip ring (9); the platform is installed on Keep the ring (4) on and rotate synchronously. The invention has low requirements on equipment, low cost and convenient operation.

Description

一种研磨抛光加工状态在线监测装置An online monitoring device for grinding and polishing processing status

技术领域technical field

本发明涉及一种精密、超精密机械加工领域,尤其是一种精加工监测技术,具体地说是一种基于传感器技术、高速数据采集与处理的研磨抛光加工状态在线监测装置。The invention relates to the field of precision and ultra-precision machining, in particular to a finishing monitoring technology, in particular to an online monitoring device for grinding and polishing processing status based on sensor technology, high-speed data collection and processing.

背景技术Background technique

随着光学、光电子学、集成电路和材料技术等领域的迅速发展,材料加工表面质量要求也变得越来越高。除此之外,一些功能材料因其独特的性能,在光学、电子、仪器仪表、航空航天等领域有广泛的应用前景和需求。上述材料大都采用超精密研磨、抛光作为其加工手段,如常用的化学机械抛光(CMP)。然而目前对于研磨抛光加工中的很多本质现象如材料去除机理、磨粒运动形式、不同工艺条件的影响规律等还不能进行很好地解释,致使晶片表面质量难以提高,生产效率低,研磨抛光过程不易实现自动化控制等问题。例如,当抛光过程中工件产生划痕等缺陷且尚未去除,当达到抛光的预定时间后终止,则不会达到抛光效果。此外,目前对于抛光效率、抛光后工件质量需要停机离线测量,这就导致时间和成本的浪费。With the rapid development of optics, optoelectronics, integrated circuits and material technology, the requirements for surface quality of material processing are becoming higher and higher. In addition, some functional materials have broad application prospects and demands in optics, electronics, instrumentation, aerospace and other fields due to their unique properties. Most of the above materials use ultra-precision grinding and polishing as their processing methods, such as the commonly used chemical mechanical polishing (CMP). However, at present, many essential phenomena in grinding and polishing processing, such as the mechanism of material removal, the form of abrasive grain movement, and the influence of different process conditions, cannot be well explained, which makes it difficult to improve the surface quality of the wafer, and the production efficiency is low. It is not easy to realize problems such as automatic control. For example, when the workpiece has scratches and other defects during the polishing process and has not been removed, the polishing effect will not be achieved when the predetermined time for polishing is terminated. In addition, at present, the polishing efficiency and the quality of the workpiece after polishing need to be stopped and measured offline, which leads to waste of time and cost.

中国专利CN1726116A公开了抛光状态监测装置和抛光装置以及方法,该发明利用光源发出的光施加到工件上,再使用分光镜对采集工件反射的反射光分为各自波长的光线,光接受元件将检测的光线转换为电信息,通过采集电信息,得到反射光的光谱数据,基于所得到光谱数据计算工件表面的特征值,通过特征值来判断抛光状态。中国专利CN102192928A公开了用于监测玻璃板抛光状态的装置和方法,该发明位置测量单元得到玻璃板利用抛光机的位置,电流测量单元得到流入抛光机的电流,通过将不同位置对应的电流值与参考值对比来确定抛光状态是否故障。Chinese patent CN1726116A discloses a polishing state monitoring device, a polishing device and a method. The invention uses the light emitted by the light source to apply to the workpiece, and then uses a spectroscope to divide the reflected light reflected by the collected workpiece into light rays of respective wavelengths. The light receiving element will detect The light is converted into electrical information. By collecting the electrical information, the spectral data of the reflected light is obtained. Based on the obtained spectral data, the eigenvalues of the workpiece surface are calculated, and the polishing state is judged by the eigenvalues. Chinese patent CN102192928A discloses a device and method for monitoring the polishing state of a glass plate. The position measuring unit of the invention obtains the position of the glass plate using the polishing machine, and the current measuring unit obtains the current flowing into the polishing machine. By comparing the current values corresponding to different positions with the The reference value is compared to determine whether the polishing state is faulty.

上述各类在线检测装置均存在结构复杂,处理过程复杂,受外界干扰影响大,精度不高的问题,需要加以解决。All the above-mentioned on-line detection devices have the problems of complex structure, complex processing process, great influence from external interference, and low precision, which need to be solved.

发明内容Contents of the invention

本发明目的是针对现有的在线检测装置均存在结构复杂,受外界干扰影响大,精度不高的问题,设计一种结构简单,使用方便,可以在线、快速、准确的监测研磨抛光的加工状态的研磨抛光加工状态在线监测装置。The purpose of the present invention is to design a simple structure, easy to use, which can monitor the processing state of grinding and polishing online, quickly and accurately, in view of the existing on-line detection devices that have complex structures, are greatly affected by external interference, and have low precision. On-line monitoring device for grinding and polishing processing status.

本发明所采用的技术方案是:The technical scheme adopted in the present invention is:

一种研磨抛光加工状态在线监测装置,其特征是它包括环抛机上由一台电机驱动的研磨抛光盘1和由另一台电机驱动保持环4转动,在研磨抛光盘1上安装有研磨抛光垫3,保持环4中安装有晶圆承载器2,工件5安装在晶圆承载器2的下部并在保持环的带动下与垫光垫3作相对的研磨抛光加工,在晶圆承载器2上安装有传感器6,传感器6与固定安装在平台10上的信号调理电路7电气相连,信号调理电路7与固定安装在平台10上的数据采集器8电气连接,数据采集器8通过导电滑环9与计算机相连;所述的平台安装在保持环4上并同步转动。An on-line monitoring device for grinding and polishing processing status is characterized in that it includes a grinding and polishing disc 1 driven by a motor on a ring polishing machine and a retaining ring 4 driven by another motor to rotate, and a grinding and polishing disc is installed on the grinding and polishing disc 1. The wafer carrier 2 is installed in the pad 3 and the holding ring 4, and the workpiece 5 is installed on the lower part of the wafer carrier 2 and is ground and polished relative to the pad 3 under the drive of the holding ring. 2 is equipped with a sensor 6, the sensor 6 is electrically connected with the signal conditioning circuit 7 fixedly installed on the platform 10, the signal conditioning circuit 7 is electrically connected with the data collector 8 fixedly installed on the platform 10, and the data collector 8 is electrically connected through a conductive slide The ring 9 is connected with the computer; the platform is installed on the retaining ring 4 and rotates synchronously.

所述的传感器6用来监测研磨抛光过程中的物理量并转换成电信号;由声发射传感器、负载传感器、温度传感器和加速度传感器中的一种或多种组成。The sensor 6 is used to monitor the physical quantity during the grinding and polishing process and convert it into an electrical signal; it is composed of one or more of an acoustic emission sensor, a load sensor, a temperature sensor and an acceleration sensor.

所述的信号调理电路对传感器采集的信号进行必要的放大、滤波、衰减、激励、多路复用等。The signal conditioning circuit performs necessary amplification, filtering, attenuation, excitation, multiplexing, etc. on the signal collected by the sensor.

所述的数据采集器,采集调理后的电信号,将模拟信号转换成数字信号,并对数据进行预处理。The data collector collects the conditioned electrical signal, converts the analog signal into a digital signal, and preprocesses the data.

所述的计算机根据采集的信号采用信号处理方法进行研磨抛光的过程监测和结果预测。The computer monitors the grinding and polishing process and predicts the result by using a signal processing method according to the collected signals.

所述的传感器被传感器夹具固定于晶圆承载器上。The sensor is fixed on the wafer carrier by a sensor fixture.

所述的导电滑环9的旋转内圈固定于平台10的中轴上,与数据采集器8相连接;静止外圈与计算机相连接。The rotating inner ring of the conductive slip ring 9 is fixed on the central axis of the platform 10 and connected with the data collector 8; the stationary outer ring is connected with the computer.

本发明的有益效果是:The beneficial effects of the present invention are:

本发明通过多种传感器对研磨抛光状态进行在线监测,可以测得声发射、力、振动等多种物理量并实时显示。因此,使得操作者可以根据测得研磨抛光状态采取合适的操作,提高加工效率和质量。The invention monitors the grinding and polishing state online through various sensors, and can measure various physical quantities such as acoustic emission, force, and vibration and display them in real time. Therefore, the operator can take appropriate operations according to the measured grinding and polishing state, so as to improve the processing efficiency and quality.

本发明同时采集多种物理量综合考虑,可以获得更加全面的加工状态信息,共有利于实现对研磨抛光加工过程的控制。The present invention collects multiple physical quantities at the same time and considers them comprehensively, can obtain more comprehensive processing state information, and is beneficial to realize the control of the grinding and polishing process.

此外本发明提出的在线监测装置是针对传统环抛机改装,对设备要求低,成本低,方便操作。In addition, the on-line monitoring device proposed by the present invention is adapted to the traditional ring throwing machine, which has low requirements on equipment, low cost and convenient operation.

附图说明Description of drawings

图1是本发明的研磨抛光在线监测装置的原理框图。Fig. 1 is a functional block diagram of the grinding and polishing on-line monitoring device of the present invention.

图2是本发明的研磨抛光在线监测装置的结构图。Fig. 2 is a structural diagram of the grinding and polishing on-line monitoring device of the present invention.

具体实施方式Detailed ways

以下结合附图和实施例对本发明作进一步详细描述。The present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments.

如图2所示。as shown in picture 2.

一种研磨抛光加工状态在线监测装置,它包括研磨抛光盘1、晶圆承载器2、保持环4、传感器6、信号调理电路7、数据采集器8和计算机,研磨抛光盘1由一台电机驱动,保持环4由另一台电机驱动转动,在研磨抛光盘1上安装有研磨抛光垫3,保持环4中安装有晶圆承载器2,工件5安装在晶圆承载器2的下部并在保持环的带动下与垫光垫3作相对的研磨抛光加工,在晶圆承载器2上安装有传感器6,传感器6与固定安装在平台10上的信号调理电路7电气相连,信号调理电路7与固定安装在平台10上的数据采集器8电气连接,数据采集器8通过导电滑环9与计算机相连;所述的平台安装在保持环4上并同步转动。所述的传感器6用来监测研磨抛光过程中的物理量并转换成电信号;由声发射传感器、负载传感器、温度传感器和加速度传感器中的一种或多种组成。所述的信号调理电路对传感器采集的信号进行必要的放大、滤波、衰减、激励、多路复用等。所述的数据采集器,采集调理后的电信号,将模拟信号转换成数字信号,并对数据进行预处理。所述的计算机根据采集的信号采用信号处理方法进行研磨抛光的过程监测和结果预测。所述的传感器被传感器夹具固定于晶圆承载器上。所述的导电滑环9的旋转内圈固定于平台10的中轴上,与数据采集器8相连接;静止外圈与计算机相连接。An on-line monitoring device for grinding and polishing processing status, which includes a grinding and polishing disc 1, a wafer carrier 2, a retaining ring 4, a sensor 6, a signal conditioning circuit 7, a data collector 8 and a computer, and the grinding and polishing disc 1 is composed of a motor Driven, the retaining ring 4 is driven by another motor to rotate, and the grinding and polishing pad 3 is installed on the grinding and polishing disc 1, and the wafer carrier 2 is installed in the retaining ring 4, and the workpiece 5 is installed on the bottom of the wafer carrier 2 and Driven by the retaining ring, it is ground and polished relative to the light pad 3. A sensor 6 is installed on the wafer carrier 2. The sensor 6 is electrically connected to the signal conditioning circuit 7 fixedly installed on the platform 10. The signal conditioning circuit 7 is electrically connected to the data collector 8 fixedly installed on the platform 10, and the data collector 8 is connected to the computer through a conductive slip ring 9; the platform is installed on the retaining ring 4 and rotates synchronously. The sensor 6 is used to monitor the physical quantity in the grinding and polishing process and convert it into an electrical signal; it is composed of one or more of an acoustic emission sensor, a load sensor, a temperature sensor and an acceleration sensor. The signal conditioning circuit performs necessary amplification, filtering, attenuation, excitation, multiplexing, etc. on the signal collected by the sensor. The data collector collects the conditioned electrical signal, converts the analog signal into a digital signal, and preprocesses the data. The computer monitors the grinding and polishing process and predicts the result by using a signal processing method according to the collected signals. The sensor is fixed on the wafer carrier by a sensor fixture. The rotating inner ring of the conductive slip ring 9 is fixed on the central axis of the platform 10 and connected with the data collector 8; the stationary outer ring is connected with the computer.

实施例1:Example 1:

例如在研磨抛光过程中,安装在晶圆承载器上的声发射传感器采集到由磨粒和工件产生的声发射信号,经过信号调理电路对传感器得到的弱电信号进行必要的放大、滤波,数据采集器以2M的采样率,16位分辨率对处理后的模拟电压信号进行采集,并转换成数字信号传递至计算机,实现显示和存储功能。通过在计算机端对信号进行分析,如将信号进行小波变换,当出现对应工件划痕缺陷的信号特征时,操作人员可以对研磨抛光过程进行适当的操作,以改善研磨抛光的加工状态;建立声发射信号强度和研磨抛光材料去除率的数学关系,通过对加工过程中声发射信号的强度的计算,估算出研磨抛光的材料去除率。For example, during the grinding and polishing process, the acoustic emission sensor installed on the wafer carrier collects the acoustic emission signal generated by the abrasive particles and the workpiece, and the weak current signal obtained by the sensor is amplified and filtered through the signal conditioning circuit, and the data is collected. The device collects the processed analog voltage signal with a sampling rate of 2M and a resolution of 16 bits, and converts it into a digital signal and transmits it to the computer for display and storage. By analyzing the signal on the computer side, such as performing wavelet transformation on the signal, when the signal characteristics corresponding to the scratch defect of the workpiece appear, the operator can perform appropriate operations on the grinding and polishing process to improve the processing status of the grinding and polishing; The mathematical relationship between the intensity of the emission signal and the removal rate of grinding and polishing materials, through the calculation of the intensity of the acoustic emission signal during the processing, the material removal rate of grinding and polishing is estimated.

实施例2:Example 2:

例如在化学机械抛光过程中,安装在晶圆承载器上的负载传感器采集到工件和研磨抛光垫之间水平方向上的阻力,经过信号调理电路对传感器采集的电信号进行必要的放大、滤波,数据采集器16位分辨率对处理后的模拟电压信号进行采集,并转换成数字信号传递至计算机,实现显示和存储功能。通过在计算机端对信号进行分析,如利用工件水平方向受到的摩擦阻力和垂直方向上的压力,计算出工件和抛光垫的摩擦系数,通过对比不同计算得到的摩擦系数可以得到抛光液在抛光过程中的作用,定性地确定抛光液工件的化学作用产生的软化层的种类;建立摩擦阻力与研磨抛光材料去除率的数学关系,通过对加工过程中摩擦阻力的计算,预估出研磨抛光的材料去除率。For example, in the process of chemical mechanical polishing, the load sensor installed on the wafer carrier collects the resistance in the horizontal direction between the workpiece and the polishing pad, and the electrical signal collected by the sensor is amplified and filtered through the signal conditioning circuit. The 16-bit resolution of the data collector collects the processed analog voltage signal, converts it into a digital signal and transmits it to the computer to realize the display and storage functions. By analyzing the signal on the computer side, such as using the friction resistance in the horizontal direction of the workpiece and the pressure in the vertical direction, the friction coefficient between the workpiece and the polishing pad can be calculated, and the polishing liquid can be obtained by comparing the friction coefficients obtained by different calculations. To determine the type of softened layer qualitatively produced by the chemical action of the polishing fluid workpiece; to establish the mathematical relationship between the friction resistance and the removal rate of the grinding and polishing material, and to estimate the grinding and polishing material through the calculation of the friction resistance in the process removal rate.

实施例3:Example 3:

例如在研磨抛光过程中,安装在晶圆承载器上的加速度传感器采集到晶圆承载器以及工件的振动信号,经过信号调理电路对传感器采集到的电信号进行必要的放大、滤波,数据采集器以16位分辨率对处理后的模拟电压信号进行采集,并转换成数字信号传递至计算机,实现显示和存储功能。通过在计算机端对信号进行分析,如振动信号强度分析,建立振动信号强度与表面粗糙度的关系模型,通过对振动信号强度的计算,预估出加工后工件的表面粗糙度。For example, during the grinding and polishing process, the acceleration sensor installed on the wafer carrier collects the vibration signal of the wafer carrier and the workpiece, and the signal conditioning circuit performs necessary amplification and filtering on the electrical signal collected by the sensor. The data collector The processed analog voltage signal is collected with 16-bit resolution, converted into digital signal and transmitted to the computer to realize display and storage functions. By analyzing the signal on the computer side, such as vibration signal strength analysis, a relationship model between vibration signal strength and surface roughness is established, and the surface roughness of the processed workpiece is estimated by calculating the vibration signal strength.

本发明的工作原理是:The working principle of the present invention is:

如图1所示。As shown in Figure 1.

1.当研磨抛光加工时,所述的环抛机上研磨抛光垫在电机的驱动下,与另一个电机通过保持环驱动晶圆承载器下的工件产生相对转动,从而实现对工件的研磨抛光加工。1. When grinding and polishing, the grinding and polishing pad on the ring polishing machine is driven by the motor, and another motor drives the workpiece under the wafer carrier through the retaining ring to generate relative rotation, thereby realizing the grinding and polishing of the workpiece .

2.所述的传感器采集到研磨抛光过程中的物理量并转换成电信号,电信号经过信号调理电路的放大、滤波,传送到数据采集器,数据采集器将模拟电压信号转换成数字信号并穿送至计算机,通过计算机实现都信号的显示、存储和处理。综合采集的信号,在计算机端处理分析信号可以得到研磨抛光的加工状态,从而采取适当的操作。2. The sensor collects the physical quantity in the grinding and polishing process and converts it into an electrical signal. The electrical signal is amplified and filtered by the signal conditioning circuit, and then sent to the data collector. The data collector converts the analog voltage signal into a digital signal and passes it through. Send it to the computer, and realize the display, storage and processing of the signal through the computer. The collected signals can be processed and analyzed on the computer side to obtain the processing status of grinding and polishing, so that appropriate operations can be taken.

本发明的最佳实施例已阐明,由本领域普通技术人员做出的各种变化或改型都不会脱离本发明的范围。The preferred embodiment of the present invention has been illustrated, and various changes or modifications may be made by those skilled in the art without departing from the scope of the present invention.

本发明未涉及部分与现有技术相同或可采用现有技术加以实现。The parts not involved in the present invention are the same as the prior art or can be realized by adopting the prior art.

Claims (4)

1.一种研磨抛光加工状态在线监测装置,其特征是它包括环抛机上由一台电机驱动的研磨抛光盘(1)和由另一台电机驱动保持环(4)转动,在研磨抛光盘(1)上安装有研磨抛光垫(3),保持环(4)中安装有晶圆承载器(2),工件(5)安装在晶圆承载器(2)的下部并在保持环的带动下与研磨抛光垫 (3)作相对的研磨抛光加工,在晶圆承载器(2)上安装有传感器(6),传感器(6)与固定安装在平台(10)上的信号调理电路(7)电气相连,信号调理电路(7)与固定安装在平台(10)上的数据采集器(8)电气连接,数据采集器(8)通过导电滑环(9)与计算机相连;所述的平台安装在保持环(4)上并同步转动;所述的传感器(6)用来监测研磨抛光过程中的物理量并转换成电信号;由声发射传感器、负载传感器、温度传感器和加速度传感器中的一种或多种组成;所述的传感器被传感器夹具固定于晶圆承载器上;所述的导电滑环(9)的旋转内圈固定于平台(10)的中轴上,与数据采集器(8)相连接;静止外圈与计算机相连接;通过多种传感器对研磨抛光状态进行在线监测,测得声发射、力、振动物理量并实时显示,使得操作者能根据测得研磨抛光状态采取合适的操作,提高加工效率和质量。1. An on-line monitoring device for grinding and polishing processing status, which is characterized in that it includes a grinding and polishing disc (1) driven by a motor on the ring polishing machine and a retaining ring (4) driven by another motor to rotate. A polishing pad (3) is installed on (1), a wafer carrier (2) is installed in the retaining ring (4), and the workpiece (5) is installed on the lower part of the wafer carrier (2) and driven by the retaining ring The grinding and polishing process is performed opposite to the grinding and polishing pad (3), and the sensor (6) is installed on the wafer carrier (2), and the sensor (6) and the signal conditioning circuit (7) fixedly installed on the platform (10) ), the signal conditioning circuit (7) is electrically connected to the data collector (8) fixedly installed on the platform (10), and the data collector (8) is connected to the computer through a conductive slip ring (9); the platform Installed on the holding ring (4) and rotate synchronously; the sensor (6) is used to monitor the physical quantity in the grinding and polishing process and convert it into an electrical signal; one of the acoustic emission sensor, load sensor, temperature sensor and acceleration sensor The sensor is fixed on the wafer carrier by the sensor fixture; the rotating inner ring of the conductive slip ring (9) is fixed on the central axis of the platform (10), and the data collector ( 8) Connected to each other; the stationary outer ring is connected to the computer; the grinding and polishing state is monitored online through a variety of sensors, and the physical quantities of acoustic emission, force, and vibration are measured and displayed in real time, so that the operator can take appropriate actions according to the measured grinding and polishing state. operation, improve processing efficiency and quality. 2.根据权利要求1所述的研磨抛光加工状态在线监测装置,其特征是所述的信号调理电路对传感器采集的信号进行必要的放大、滤波、衰减、激励、多路复用等。2. The on-line monitoring device for grinding and polishing processing status according to claim 1, characterized in that said signal conditioning circuit performs necessary amplification, filtering, attenuation, excitation, multiplexing, etc. on the signal collected by the sensor. 3.根据权利要求1所述的研磨抛光加工状态在线监测装置,其特征是所述的数据采集器,采集调理后的电信号,将模拟信号转换成数字信号,并对数据进行预处理。3. The on-line monitoring device for grinding and polishing processing status according to claim 1, characterized in that said data collector collects conditioned electrical signals, converts analog signals into digital signals, and preprocesses the data. 4.根据权利要求1所述的研磨抛光加工状态在线监测装置,其特征是所述的计算机根据采集的信号采用信号处理方法进行研磨抛光的过程监测和结果预测。4. The on-line monitoring device for grinding and polishing processing status according to claim 1, characterized in that said computer uses a signal processing method to monitor the process of grinding and polishing and predict the results according to the collected signals.
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