CN209731125U - Cement clinker production line kiln owner's driving control system - Google Patents

Cement clinker production line kiln owner's driving control system Download PDF

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CN209731125U
CN209731125U CN201822211113.2U CN201822211113U CN209731125U CN 209731125 U CN209731125 U CN 209731125U CN 201822211113 U CN201822211113 U CN 201822211113U CN 209731125 U CN209731125 U CN 209731125U
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motor
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control module
direct torque
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谢子晋
石建伟
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HUBEI EMERSON AUTOMATION SYSTEM ENGINEERING CO LTD
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HUBEI EMERSON AUTOMATION SYSTEM ENGINEERING CO LTD
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Abstract

The utility model discloses a kind of cement clinker production line kiln owner driving control systems comprising sequentially connected model-free adaption device, Direct Torque Control module, frequency converter, motor and rotary kiln;The model-free adaption device includes that model-free adaptive controller and single input list go out system, the input terminal of the model-free adaptive controller is manually entered given torque, and the output end of the model-free adaptive controller connects the input terminal of the single-input single-output system;The frequency converter includes that a diode rectifier circuit, intermediate loop and inverter bridge, three are sequentially connected with;The input terminal of the Direct Torque Control module connects the output end of the single-input single-output system, and the output end of the Direct Torque Control module connects the diode rectifier circuit;The output end of the inverter bridge connects the motor, and the motor connects the input terminal of the Direct Torque Control module.The utility model improves the stability of control system, energy conservation.

Description

水泥熟料生产线窑主传动控制系统Cement clinker production line kiln main drive control system

技术领域technical field

本实用新型涉及水泥熟料生产线技术领域,尤其涉及一种水泥熟料生产线窑主传动控制系统。The utility model relates to the technical field of a cement clinker production line, in particular to a kiln main drive control system for a cement clinker production line.

背景技术Background technique

水泥行业作为高耗能行业,已是国家重点压缩和整改行业,新建项目将越来越集中规模生产,从而降低单位能耗。目前国内的大多数回转窑均采用直流调速系统,直流调速系统所采用的直流电机启动时需要较高启动电流,对电网造成较大冲击,从而污染电网质量。而窑主传运行在低速时,因全控桥整流的特性,产生的谐波分量较高,功率因数非常低,进而大大增加电耗成本,不利于节能减排,因此迫切需要一种新式的水泥熟料生产线窑主传动控制系统。As a high-energy-consuming industry, the cement industry has become a national key industry for compression and rectification. New projects will increasingly focus on large-scale production, thereby reducing unit energy consumption. At present, most domestic rotary kilns adopt DC speed control system. The DC motor used in the DC speed control system needs a high starting current when starting, which will cause a large impact on the power grid, thereby polluting the quality of the power grid. However, when the main transmission of the kiln is running at low speed, due to the characteristics of full-controlled bridge rectification, the harmonic components generated are relatively high, and the power factor is very low, which greatly increases the cost of power consumption, which is not conducive to energy saving and emission reduction. Therefore, a new type is urgently needed. Cement clinker production line kiln main drive control system.

实用新型内容Utility model content

本实用新型提供一种水泥熟料生产线窑主传动控制系统,提高控制系统的稳定性,运行时转矩平衡,节能。The utility model provides a kiln main drive control system for a cement clinker production line, which improves the stability of the control system, balances the torque during operation, and saves energy.

本实用新型采用以下技术方案:The utility model adopts the following technical solutions:

水泥熟料生产线窑主传动控制系统,包括:顺次连接的无模型自适应装置、直接转矩控制模块、变频器、电机和回转窑;Cement clinker production line kiln main drive control system, including: sequentially connected model-free adaptive device, direct torque control module, frequency converter, motor and rotary kiln;

所述无模型自适应装置包括无模型自适应控制器和单输入单出系统,所述无模型自适应控制器的输入端手动输入给定转矩,所述无模型自适应控制器的输出端连接所述单输入单输出系统的输入端;The model-free adaptive device includes a model-free adaptive controller and a single-input-single-output system, the input terminal of the model-free adaptive controller manually inputs a given torque, and the output terminal of the model-free adaptive controller connected to the input of the single-input-single-out system;

所述变频器包括一个二极管整流电路、中间回路和逆变桥,三者顺次连接;The frequency converter includes a diode rectifier circuit, an intermediate circuit and an inverter bridge, and the three are connected in sequence;

所述直接转矩控制模块的输入端连接所述单输入单输出系统的输出端,所述直接转矩控制模块的输出端连接所述二极管整流电路;The input end of the direct torque control module is connected to the output end of the single-input single-output system, and the output end of the direct torque control module is connected to the diode rectifier circuit;

所述逆变桥的输出端连接所述电机,所述电机连接所述直接转矩控制模块的输入端。The output end of the inverter bridge is connected to the motor, and the motor is connected to the input end of the direct torque control module.

进一步地,所述电机为磁滞电机。Further, the motor is a hysteresis motor.

进一步地,所述直接转矩控制模块包括电机铭牌数据识别模块,所述电机铭牌数据识别模块根据所述电机的铭牌数据计算该电机的磁通矢量。Further, the direct torque control module includes a motor nameplate data identification module, and the motor nameplate data identification module calculates the magnetic flux vector of the motor according to the nameplate data of the motor.

优选地,所述变频器为380V变频器或690V变频器。Preferably, the frequency converter is a 380V frequency converter or a 690V frequency converter.

有益效果Beneficial effect

本实用新型通过基于人工神经网络的无模型自适应装置不断学习,以在线的方式不断减小输出转矩设定值r(t)与输出转矩y(t)之间的偏差e(t),从而调节输出转矩以满足在回转窑负载启动时,由于水泥物料在底部堆积及筒体惯性阻力、摩擦阻力要求电机和变频器的极大启动力矩,从而实现回转窑控制系统的软启动,消除了机械共振,实现无极调速,提高控制系统的稳定性,运行时转矩平衡,交流调速系统替换传统直流调速系统,避免了对电网造成较大冲击,达到节能效果。另外,无模型自适应装置和直接转矩控制模块的结合,大大提高了水泥熟料生产线窑主传动控制系统的过载特性和环境适应能了。The utility model continuously learns through the model-free adaptive device based on the artificial neural network, and continuously reduces the deviation e(t) between the output torque setting value r(t) and the output torque y(t) in an online manner , so as to adjust the output torque to meet the maximum starting torque of the motor and frequency converter due to the accumulation of cement materials at the bottom and the inertial resistance and frictional resistance of the cylinder when the rotary kiln load starts, so as to realize the soft start of the rotary kiln control system. Eliminate mechanical resonance, realize stepless speed regulation, improve the stability of the control system, and balance the torque during operation. The AC speed regulation system replaces the traditional DC speed regulation system, avoiding a large impact on the power grid, and achieving energy saving effects. In addition, the combination of the model-free adaptive device and the direct torque control module greatly improves the overload characteristics and environmental adaptability of the kiln main drive control system of the cement clinker production line.

附图说明Description of drawings

图1是本实用新型实施例提供的一种水泥熟料生产线窑主传动控制系统的结构示意图;Fig. 1 is a schematic structural view of a cement clinker production line kiln main drive control system provided by an embodiment of the present invention;

图2是图1中无模型自适应控制平台的控制系统结构示意图;Fig. 2 is a schematic structural diagram of the control system of the model-free adaptive control platform in Fig. 1;

图3是图2中无模型自适应控制器的控制结构示意图;Fig. 3 is a schematic diagram of the control structure of the model-free adaptive controller in Fig. 2;

图4是图1中变频器的电路结构示意图;Fig. 4 is a schematic diagram of the circuit structure of the frequency converter in Fig. 1;

图5是图1中直接转矩控制模块的结构示意图。FIG. 5 is a schematic structural diagram of the direct torque control module in FIG. 1 .

具体实施方式Detailed ways

下面将结合本实用新型实施例中的附图,对本实用新型实施例中的技术方案进行清楚、完整地描述。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention.

参见图1,是本实用新型实施例提供的一种水泥熟料生产线窑主传动控制系统的结构示意图。Referring to Fig. 1 , it is a schematic structural diagram of a kiln main drive control system of a cement clinker production line provided by an embodiment of the present invention.

水泥熟料生产线窑主传动控制系统,包括顺次连接的无模型自适应装置100、直接转矩控制模块200、变频器300、电机400和回转窑500,电机400为磁滞电机;可选地,无模型自适应装置100为计算机、服务器和/或具有从通讯计算功能的装置。The kiln main drive control system of a cement clinker production line, including a sequentially connected model-free adaptive device 100, a direct torque control module 200, a frequency converter 300, a motor 400, and a rotary kiln 500, where the motor 400 is a hysteresis motor; optionally , the model-free adaptive device 100 is a computer, a server and/or a device with a computing function from communication.

无模型自适应装置100包括无模型自适应控制器(MFA,Model-Free Adaptive,以下简称“MFA控制器”)和单输入单出系统(SISO,Single input single output),无模型自适应控制器的输出端连接单输入单输出系统的输入端。The model-free adaptive device 100 includes a model-free adaptive controller (MFA, Model-Free Adaptive, hereinafter referred to as "MFA controller") and a single-input single-output system (SISO, Single input single output), and the model-free adaptive controller The output terminal of the system is connected to the input terminal of the single-input-single-output system.

参见图4,变频器300包括一个二极管整流电路301、中间回路302和逆变桥303,三者顺次连接。变频器300为380V变频器或690V变频器,用以满足客户对不同机械设备类型、负载转矩特性、调速范围、静态速度精度、起动转矩和使用环境的要求。Referring to FIG. 4 , the frequency converter 300 includes a diode rectifier circuit 301 , an intermediate circuit 302 and an inverter bridge 303 , which are connected in sequence. The frequency converter 300 is a 380V frequency converter or a 690V frequency converter, which is used to meet customers' requirements for different mechanical equipment types, load torque characteristics, speed regulation range, static speed accuracy, starting torque and use environment.

直接转矩控制模块200的输入端连接单输入单输出系统的输出端,直接转矩控制模块200的输出端连接二极管整流电路301的输入端;逆变桥303的输出端连接电机400,电机400连接直接转矩控制模块200的输入端。The input end of the direct torque control module 200 is connected to the output end of the single-input single-output system, and the output end of the direct torque control module 200 is connected to the input end of the diode rectifier circuit 301; the output end of the inverter bridge 303 is connected to the motor 400, and the motor 400 Connect to the input terminal of the direct torque control module 200 .

参见图2,MFA控制器是基于人工神经网络算法,其刷新权值的算法是基于一个单一的目标,即缩小设定值和过程变量之间的偏差。MFA控制器的控制目标是产生一个输出u(t),迫使过程变量y(t)在设定值变化,存在扰动和过程动态特性改变的情况下仍然能跟踪设定值r(t),也就是,MFA控制器以在线的方式不断减小设定值r(t)和过程变量y(t)之间的偏差e(t)。通过SISO处理,通过分析计算记录并保存一段时间的有效值,剔除部分二极管整流电路产生谐波分量、机械共振等的扰动量过大的无效值,再进行输出,这意味着当过程处于稳定状态,偏差接近零时,不需要对MFA控制器的权值进行修改,也即水泥熟料生产线窑主传动控制系统控制趋于稳定。当系统受各界因素造成波动趋势时,MFA系统能免去了复杂的控制器参数整定,能控制极端非线性过程,控制多变量过程,抑制可测的二极管整流电路产生谐波分量、机械共振等扰动,迫使过程变量维持在预定的范围。MFA控制器的用户,无需对控制器进行设计,只要选择相应的控制器并简单地设定控制器参数就可以将MFA控制器投入使用;并且基于人工神经网络的MFA控制器保存了一部分历史数据,为了解过程动态特性提供有价值的信息,从而更好地控制系统。Referring to Figure 2, the MFA controller is based on an artificial neural network algorithm, and its algorithm for refreshing weights is based on a single goal, that is, to reduce the deviation between the set value and the process variable. The control objective of the MFA controller is to generate an output u(t), forcing the process variable y(t) to track the set value r(t) even when the set value changes, there are disturbances and process dynamic characteristics change, and That is, the MFA controller continuously reduces the deviation e(t) between the setpoint r(t) and the process variable y(t) in an online manner. Through SISO processing, the effective value is recorded and saved for a period of time through analysis and calculation, and the invalid value of the harmonic component and mechanical resonance generated by part of the diode rectification circuit is eliminated, and then output, which means that when the process is in a stable state , when the deviation is close to zero, there is no need to modify the weight of the MFA controller, that is, the control of the main drive control system of the cement clinker production line kiln tends to be stable. When the system fluctuates due to factors from all walks of life, the MFA system can eliminate the need for complex controller parameter tuning, can control extreme nonlinear processes, control multi-variable processes, and suppress measurable diode rectifier circuits to produce harmonic components, mechanical resonance, etc. A disturbance that forces a process variable to remain within a predetermined range. Users of the MFA controller do not need to design the controller, just select the corresponding controller and simply set the controller parameters to put the MFA controller into use; and the MFA controller based on the artificial neural network saves a part of historical data , to provide valuable information for understanding the process dynamics and thus better control the system.

参见图3,也可以理解为,该MFA控制器采用了一个多层感知器结构的人工神经网络(ANN),有一个输入层、一个具有N个神经元的隐含层和一个单个神经元的输出层。在这个神经网络中有一组可以根据需要而改变的权重因子(Wij和hi),从而对MFA控制器的行为进行调整。更新权重因子的算法是以缩小设定值与过程变量之间的偏差为目标。由于其效果与控制目标是一致的,因此,采用权重因子能帮助MFA控制器在过程动态特性发生变化的时候减小偏差。Referring to Fig. 3, it can also be understood that the MFA controller adopts an artificial neural network (ANN) with a multi-layer perceptron structure, which has an input layer, a hidden layer with N neurons and a single neuron output layer. In this neural network there is a set of weight factors (Wij and hi) that can be changed as needed to tune the behavior of the MFA controller. The algorithm for updating the weighting factors is aimed at reducing the deviation between the set point and the process variable. Because its effect is consistent with the control objective, the use of weight factors can help the MFA controller reduce the deviation when the process dynamic characteristics change.

向MFA控制器输入变频器的输出转矩设定值r(t),将采集到变频器的输出转矩y(t)反馈给MFA控制器输入端,MFA控制器以在线的方式不断减小输出转矩设定值r(t)与输出转矩y(t)之间的偏差e(t),通过单输入单输出系统的处理,剔除二极管整流电路产生的谐波分量或机械共振等的扰动量d(t)过大的无效值,偏差e(t)接近零的过程中,MFA控制器自动不断改变的权重因子(Wij和hi),以使偏差e(t)接近零,当偏差e(t)接近零时,所述水泥熟料生产线窑主传动控制系统趋于稳定控制。Input the output torque setting value r(t) of the frequency converter to the MFA controller, and feed back the output torque y(t) of the frequency converter to the input terminal of the MFA controller, and the MFA controller continuously reduces The deviation e(t) between the output torque setting value r(t) and the output torque y(t) is processed by the single-input single-output system to eliminate the harmonic components or mechanical resonance generated by the diode rectifier circuit. When the disturbance d(t) is too large and invalid, the MFA controller automatically changes the weight factors (Wij and hi) to make the deviation e(t) close to zero when the deviation e(t) is close to zero. When e(t) is close to zero, the kiln main drive control system of the cement clinker production line tends to be under stable control.

参见图5,直接转矩控制模块200(Direct torque control,简称DTC)包括转速控制器、转矩给定值控制模块、磁通给定值控制模块、切换频率控制模块和直接转矩控制芯片。Referring to FIG. 5 , a direct torque control module 200 (Direct torque control, DTC for short) includes a speed controller, a torque given value control module, a magnetic flux given value control module, a switching frequency control module and a direct torque control chip.

转速控制器的第一输入端为输出转矩y(t),转速控制器的第二输入端为直接转矩控制芯片的第一输出端(实际转速);切换频率控制模块的输入端连接直接转矩控制芯片的第二输出端(实际频率),切换频率控制模块的输出端连接直接转矩控制芯片的第一输入端(磁滞窗口端);磁通给定值控制模块的输入端连接直接转矩控制芯片的第二输出端(实际频率),磁通给定值控制模块的输出端连接直接转矩控制芯片的第二输入端(磁通给定值ψref);转矩给定值控制模块的第一输入端连接转速控制器的输出端,转矩给定值控制模块的第二输入端输入绝对转矩给定值,转矩给定值控制模块的输出端连接直接转矩控制芯片的第三输入端(转矩给定值Tref);直接转矩控制芯片的第三输出端连接电机的功率级,直接转矩控制芯片的第四输入端连接电机功率级直流回路电压,直接转矩控制芯片的第五输入端连接电机功率级以前的切换顺序端,直接转矩控制芯片的第六输入端连接电机电流反馈端。The first input end of the speed controller is the output torque y(t), the second input end of the speed controller is the first output end (actual speed) of the direct torque control chip; the input end of the switching frequency control module is connected directly The second output terminal (actual frequency) of the torque control chip, the output terminal of the switching frequency control module is connected to the first input terminal (hysteresis window terminal) of the direct torque control chip; the input terminal of the magnetic flux given value control module is connected to The second output terminal (actual frequency) of the direct torque control chip, the output terminal of the magnetic flux given value control module is connected to the second input terminal (magnetic flux given value ψ ref ) of the direct torque control chip; the torque given The first input terminal of the value control module is connected to the output terminal of the speed controller, the second input terminal of the torque given value control module inputs the absolute torque given value, and the output terminal of the torque given value control module is connected to the direct torque The third input terminal of the control chip (torque given value T ref ); the third output terminal of the direct torque control chip is connected to the power stage of the motor, and the fourth input terminal of the direct torque control chip is connected to the DC circuit voltage of the motor power stage , the fifth input terminal of the direct torque control chip is connected to the switching sequence terminal before the motor power stage, and the sixth input terminal of the direct torque control chip is connected to the motor current feedback terminal.

所述直接转矩控制芯片内包含电机铭牌数据识别模块,所述电机铭牌数据识别模块根据所述电机的铭牌数据计算该电机的磁通矢量ψs=∫(us-isrs)dt。直接转矩控制模块根据接收到的输出转矩和所述磁通矢量,在定子坐标系下通过所述输出转矩与定子磁通之间的(正弦)角度正比关系,计算输出所述电机所需的转矩,保持在一个预定的磁滞范围,从而实现转速控制的高增益。The direct torque control chip includes a motor nameplate data identification module, and the motor nameplate data identification module calculates the motor's magnetic flux vector ψ s =∫(u s -i s r s )dt according to the nameplate data of the motor . According to the received output torque and the magnetic flux vector, the direct torque control module calculates and outputs the (sinusoidal) angle proportional relationship between the output torque and the stator magnetic flux in the stator coordinate system. The required torque is maintained within a predetermined hysteresis range, thereby achieving a high gain in speed control.

也可以理解为,DTC模块依托强大的数字处理器(25μs控制回路)和电机数学模型,无需转速反馈,无需调制器,无开换模式。通过使用自适应电机模型,基于电机铭牌数据准确计算电机的磁通矢量,通过转矩与定子磁通之间的(正弦)角度正比关系。将磁通给定值比作磁通,并保持在一个预定的磁滞之中,同时将转矩给定值比作估计(即计算出的)转矩,并保持在一个预定的磁滞之中。从而通过快速的转矩控制实现转速控制的高增益,提高动态精度和静态精度,并优化对特殊情况的反应,如功率损失、过压和欠压、迅速的负载变化、机械振动和无中断跳闸等等,从而实现对水泥窑传动的理想控制。It can also be understood that the DTC module relies on a powerful digital processor (25μs control loop) and a mathematical model of the motor, without speed feedback, modulator, or switching mode. By using an adaptive motor model, the flux vector of the motor is accurately calculated based on the motor nameplate data, through the (sinusoidal) angular proportional relationship between torque and stator flux. Compares the flux setpoint to flux and maintains it within a predetermined hysteresis, while comparing the torque setpoint to the estimated (i.e. calculated) torque and holds it within a predetermined hysteresis middle. This results in high gains in speed control through fast torque control, improved dynamic and static accuracy, and optimized response to special situations such as power loss, overvoltage and undervoltage, rapid load changes, mechanical vibrations and tripping without interruption And so on, so as to realize the ideal control of cement kiln transmission.

采用本实施例水泥熟料生产线窑主传动控制系统,以5000T水泥线为例,可以实现窑主传动无冲击电流起动(起动电流小于电机额定电流,直流电机启动电流高达电机额定2倍左右),年系统维护量(含电机)小于1次(直流控制系统年维护量大于5次),整体功率因数由80%提高到90%以上。Using the kiln main drive control system of the cement clinker production line of this embodiment, taking the 5000T cement line as an example, the kiln main drive can be started without impact current (starting current is less than the rated current of the motor, and the starting current of the DC motor is as high as about 2 times the rated motor). The annual system maintenance amount (including the motor) is less than 1 time (the annual maintenance amount of the DC control system is more than 5 times), and the overall power factor is increased from 80% to more than 90%.

以上所述是本实用新型的优选实施方式,应当指出,对于本技术领域的普通技术人员来说,在不脱离本实用新型原理的前提下,还可以做出若干改进和润饰,这些改进和润饰也视为本实用新型的保护范围。The foregoing is a preferred embodiment of the present utility model, and it should be pointed out that for those of ordinary skill in the art, without departing from the principle of the present utility model, some improvements and modifications can also be made. These improvements and modifications It is also regarded as the protection scope of the present utility model.

Claims (4)

1. cement clinker production line kiln owner's driving control system characterized by comprising sequentially connected model-free adaption dress It sets, Direct Torque Control module, frequency converter, motor and rotary kiln;
The model-free adaption device includes model-free adaptive controller and single-input single-output system, and the model-free is certainly The input terminal of adaptive controller is manually entered given torque, and it is defeated that the output end of the model-free adaptive controller connects the list Enter the input terminal of single output system;
The frequency converter includes that a diode rectifier circuit, intermediate loop and inverter bridge, three are sequentially connected with;
The input terminal of the Direct Torque Control module connects the output end of the single-input single-output system, the Direct Torque The output end of control module connects the diode rectifier circuit;
The output end of the inverter bridge connects the motor, and the motor connects the input terminal of the Direct Torque Control module.
2. cement clinker production line kiln owner driving control system as described in claim 1, which is characterized in that the motor is magnetic Stagnant motor.
3. cement clinker production line kiln owner driving control system as claimed in claim 2, which is characterized in that the Direct Torque Control module includes motor nameplate data identification module, and the motor nameplate data identification module is according to the nameplate number of the motor According to the magnetic flux vector for calculating the motor.
4. cement clinker production line kiln owner driving control system as described in claim 1, which is characterized in that the frequency converter is 380V frequency converter or 690V frequency converter.
CN201822211113.2U 2018-12-26 2018-12-26 Cement clinker production line kiln owner's driving control system Expired - Fee Related CN209731125U (en)

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