CN111291958B - A device and implementation method for interactive power supply and demand between power grid and industrial users - Google Patents
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Abstract
本发明涉及一种电网与工业用户用电供需互动装置及实现方法,工业用户数据采集模块实时采集用户用电设备的电压、电流、频率等参数数据;调度与计算模块接收用电参数数据,并将其分类存储到其内部的数据缓存区;调度与计算模块调用数据进行运算得到设备各部分电力参数信息,由通信模块传送至远端服务器;调度与计算模块接收到远端服务器生成的指导调控信息,根据工业生产情况制定本地控制策略传递给用户侧可中断负荷控制模块,完成本地设备控制。本发明能够建立电网与工业用户的用电供需通道,使工业用户自动参与到电网的调度与新能源消纳调度中,具有通用性强、功能丰富、使用方便等优点。
The invention relates to a device for interacting with power supply and demand between the power grid and industrial users and an implementation method. The industrial user data collection module collects parameter data such as voltage, current, frequency and so on of the user's electrical equipment in real time; the dispatching and calculation module receives the power parameter data, and Classify and store it in its internal data cache; the scheduling and computing module calls the data to perform calculations to obtain the power parameter information of each part of the equipment, which is transmitted to the remote server by the communication module; the scheduling and computing module receives the guidance and regulation generated by the remote server Information, local control strategies are formulated based on industrial production conditions and passed to the user-side interruptible load control module to complete local equipment control. The invention can establish a power supply and demand channel between the power grid and industrial users, allowing industrial users to automatically participate in the dispatching of the power grid and new energy consumption dispatching. It has the advantages of strong versatility, rich functions, and easy use.
Description
技术领域Technical field
本发明涉及一种电网与工业用户用电供需互动装置及实现方法,属于智能电网与用户供需互动与控制技术领域。The invention relates to a device and an implementation method for interaction between power grid and industrial users' power supply and demand, and belongs to the technical field of interaction and control technology between smart grid and user's supply and demand.
背景技术Background technique
随着我国电力工业商业化运营的改革,智能电网中突破了传统供需平衡控制模式,引入促进发电侧与用电侧交互的需求响应机制,电力需求侧的角色发生质的变化,逐渐由被动向主动方向发展,用户侧“全面”参与供需调节,支持用电跟踪发电,用户侧成为维持电力系统安全,稳定及经济运行的一个重要参与者,需求侧调节成为供需平衡、减小峰谷差的主要调节手段之一。With the reform of the commercial operation of my country's power industry, the traditional supply and demand balance control model has been broken through in the smart grid, and a demand response mechanism that promotes the interaction between the power generation side and the power consumption side has been introduced. The role of the power demand side has undergone qualitative changes, gradually turning from passive to passive. Developing in a proactive direction, the user side "comprehensively" participates in supply and demand regulation, supports power consumption tracking and power generation, and the user side becomes an important participant in maintaining the safety, stability and economic operation of the power system. Demand side regulation becomes the key to balancing supply and demand and reducing peak and valley differences. One of the main adjustment means.
“友好互动”是智能电网的重要特征之一。与发输电环节相比,配电、用电等需求侧资源与系统的联系相对薄弱,影响了系统的整体性能和效率。用户侧在很长的一段时间内被认为是单纯的消耗部分,用户难以充分、有效地参与到全网的调度运行优化中,城市电力尖峰负荷持续攀高,峰谷差持续增大,高峰时段电力调峰能力不足,高耗能企业的无序发展使得用电紧张的局势进一步恶化,加剧了电网峰谷差问题。"Friendly interaction" is one of the important features of smart grid. Compared with the power generation and transmission links, the connection between demand-side resources such as power distribution and electricity consumption and the system is relatively weak, which affects the overall performance and efficiency of the system. For a long time, the user side has been regarded as a pure consumption part. It is difficult for users to fully and effectively participate in the dispatching and operation optimization of the entire network. The peak load of urban power continues to rise, the peak-valley difference continues to increase, and the power supply during peak hours continues to increase. Insufficient peak-shaving capabilities and the disorderly development of high-energy-consuming enterprises have further worsened the tense situation of power consumption, exacerbating the problem of peak and valley differences in the power grid.
提高负荷侧的互动水平,引导用户用电行为从负荷高峰时段向低谷时段转移,无疑是减小峰谷差的有效途径。用户侧与调度中心之间的信息交互水平将不断提升,通过灵活的电力网络和信息网络相连,融合先进的通信技术、物联网技术、云计算技术、数据挖掘技术等多项前沿科学技术,形成高效完整的用电和信息服务体系,构建电能管理互动平台,对互动信息进行整合分析,通过互动化策略调动用户参与需求响应,实现电力负荷的柔性化,指导用户或直接进行用电方式优化,对于支撑供电侧可靠、经济运行至关重要。Improving the level of interaction on the load side and guiding users' electricity consumption behavior to shift from peak load periods to off-peak periods is undoubtedly an effective way to reduce the peak-valley difference. The level of information interaction between the user side and the dispatch center will continue to improve. It will be connected through flexible power networks and information networks, integrating advanced communication technology, Internet of Things technology, cloud computing technology, data mining technology and other cutting-edge science and technology to form a Efficient and complete power consumption and information service system, build an interactive platform for power management, integrate and analyze interactive information, mobilize users to participate in demand response through interactive strategies, realize the flexibility of power load, guide users or directly optimize power consumption methods, It is crucial to support reliable and economical operation of the power supply side.
发明内容Contents of the invention
为解决上述技术问题,本发明设计一种电网与工业用户用电供需互动装置及实现方法,能够实现对工业用户各个耗电设备用电参数如电压、电流、频率等进行细致多元的采集;装置利用其高性能硬件资源,通过装置内建的分析算法软件与上位机程序准确的分析出工业用户总体的用电行为,并将其形成数据上传到远端服务器;可以接收电网给与的调控指令,形成控制指令,控制工业耗电设备工作,从而达到主动参与电网与工业用户供需互动之中。此外,装置还可以实时监测设备工作状态,若有异常数据可以分析出设备的具体哪个用电部分发生故障,提醒用户及时处理避免损失等实用功能。In order to solve the above technical problems, the present invention designs a power supply and demand interaction device and implementation method between the power grid and industrial users, which can achieve detailed and diverse collection of power parameters such as voltage, current, frequency, etc. of various power-consuming equipment of industrial users; the device Utilizing its high-performance hardware resources, it can accurately analyze the overall power consumption behavior of industrial users through the device's built-in analysis algorithm software and host computer program, and upload the resulting data to a remote server; it can receive control instructions from the power grid. , form control instructions to control the work of industrial power-consuming equipment, so as to actively participate in the supply and demand interaction between the power grid and industrial users. In addition, the device can also monitor the working status of the equipment in real time. If there is abnormal data, it can analyze which specific power consumption part of the equipment has failed, reminding the user to deal with it in time to avoid losses and other practical functions.
本发明为实现上述目的所采用的技术方案是:一种电网与工业用户用电供需互动方法,包括以下步骤:The technical solution adopted by the present invention to achieve the above object is: a method for interacting with power supply and demand between the power grid and industrial users, which includes the following steps:
步骤1:工业设备数据采集模块通过实时采集工业设备的模拟量数据得到运行参数,并实时采集传感器数据;Step 1: The industrial equipment data acquisition module obtains operating parameters by collecting analog data of industrial equipment in real time, and collects sensor data in real time;
步骤2:调度与计算模块从工业设备数据采集模块获取工业设备的运行参数与传感器数据,建立或修正工业设备的数学模型;Step 2: The scheduling and calculation module obtains the operating parameters and sensor data of the industrial equipment from the industrial equipment data acquisition module, and establishes or corrects the mathematical model of the industrial equipment;
步骤3:调度与计算模块根据当前设备运行参数与工业生产指标约束条件,确定到未来T时刻之间,工业设备的可调控区间;Step 3: The scheduling and calculation module determines the controllable range of the industrial equipment until time T in the future based on the current equipment operating parameters and industrial production index constraints;
步骤4:调度与计算模块将工业设备的运行参数与当前可调控区间传输到远端服务器;Step 4: The scheduling and calculation module transmits the operating parameters and current controllable range of the industrial equipment to the remote server;
步骤5:调度与计算模块接收远端服务器发送的指导调控信息,根据由指导调控信息和工业设备的数学模型设定的控制策略传递指令表给用户侧可中断负荷控制模块;Step 5: The scheduling and calculation module receives the guidance and control information sent by the remote server, and transmits the instruction list to the user-side interruptible load control module according to the control strategy set by the guidance and control information and the mathematical model of the industrial equipment;
步骤6:用户侧可中断负荷控制模块根据指令表发送指令到工业设备,完成电网与工业用户的用电供需互动。Step 6: The user-side interruptible load control module sends instructions to industrial equipment according to the instruction table to complete the interaction of power supply and demand between the power grid and industrial users.
所述模拟量数据包括电压量、电流量、频率量与相角量。The analog quantity data includes voltage quantity, current quantity, frequency quantity and phase angle quantity.
所述运行参数包括:有功功率、无功功率、时段消耗电量。The operating parameters include: active power, reactive power, and power consumption during time periods.
所述传感器数据包括产品。The sensor data includes products.
所述建立或修正工业设备的数学模型包括以下步骤:The establishment or modification of a mathematical model of industrial equipment includes the following steps:
步骤2.1:判断工业设备的数学模型是否已经存在;若已经存在,则执行步骤3;若不存在则建立数学模型,具体如下:Step 2.1: Determine whether the mathematical model of the industrial equipment already exists; if it already exists, perform step 3; if it does not exist, establish a mathematical model, as follows:
n<ΔFt<m n<ΔF t <m
pi为第i时刻的运行参数,即模型的输入,n与m为设备运行的约束条件,f(t)为设备运行的结果即模型的输出,由传感器数据值表征,t为时间;ΔFt为输入与输出的转换关系;p i is the operating parameter at the i-th moment, that is, the input of the model, n and m are the constraints of the equipment operation, f(t) is the result of the equipment operation, that is, the output of the model, represented by the sensor data value, t is time; ΔF t is the conversion relationship between input and output;
调度与计算模块将运行参数作为样本,设备运行的结果为输出,采用神经网络进行训练,得到最终的工业设备的数学模型;The scheduling and calculation module takes the operating parameters as samples and the equipment operation results as the output. It uses neural networks for training to obtain the final mathematical model of industrial equipment;
步骤2.2:调度与计算模块将实时的工业设备的运行参数代入最终的工业设备的数学模型之中,得到设备运行的结果,将该结果与实际传感器数据做差得到误差D;当D<Φd时此误差忽略,Φd为阈值,模型无需修正,若D≧Φd时,则返回步骤2.1,得到修正后的工业设备的数学模型。Step 2.2: The scheduling and calculation module substitutes the real-time operating parameters of the industrial equipment into the final mathematical model of the industrial equipment to obtain the equipment operation results, and then compares the results with the actual sensor data to obtain the error D; when D < Φ d This error is ignored, Φ d is the threshold, and the model does not need to be modified. If D≧Φ d , return to step 2.1 to obtain the corrected mathematical model of the industrial equipment.
所述工业生产指标约束条件为根据满足工业生产订单需求的数学模型输出范围;所述工业设备的可调控区间为工业设备消耗电能的区间。The industrial production indicator constraints are the output range of the mathematical model that meets the industrial production order requirements; the controllable interval of the industrial equipment is the interval in which the industrial equipment consumes electric energy.
所述指导调控信息包括电网需要工业设备在规定时间段完成能量消耗的指标。The guidance and control information includes indicators that the power grid requires industrial equipment to complete energy consumption within a specified time period.
所述指令表包括时间以及对应的工业设备电能消耗量。The instruction table includes time and corresponding power consumption of industrial equipment.
所述步骤6包括以下步骤:The step 6 includes the following steps:
用户侧可中断负荷控制模块根据指令表生成以时段Δt为单位的分时段控制流程表;The user-side interruptible load control module generates a period-by-period control flow table based on the instruction table with the period Δt as the unit;
用户侧可中断负荷控制模块按照分时段控制流程表运行,指定时刻发送指令到被控设备,完成电网与工业用户的用电供需互动。The user-side interruptible load control module operates according to the time-based control flow chart, sends instructions to the controlled equipment at designated times, and completes the interaction between power supply and demand between the power grid and industrial users.
一种电网与工业用户用电供需互动装置,包括A device for interacting with electricity supply and demand between the power grid and industrial users, including
工业设备数据采集模块,用于通过实时采集工业设备的模拟量数据得到运行参数,并实时采集传感器数据;The industrial equipment data collection module is used to obtain operating parameters by collecting analog data of industrial equipment in real time, and collect sensor data in real time;
调度与计算模块,用于从工业设备数据采集模块获取工业设备的运行参数与传感器数据,建立或修正工业设备的运行数学模型;根据当前设备运行参数与工业生产指标约束条件,确定到未来T时刻之间,工业设备的可调控区间;并将工业设备的运行参数与当前可调控区间传输到远端服务器;接收远端服务器发送的指导调控信息,根据由指导调控信息和工业设备的数学模型设定的控制策略传递指令表给用户侧可中断负荷控制模块;The scheduling and calculation module is used to obtain the operating parameters and sensor data of industrial equipment from the industrial equipment data acquisition module, and establish or modify the operation mathematical model of industrial equipment; based on the current equipment operating parameters and industrial production indicator constraints, determine the future T time between the controllable intervals of the industrial equipment; and transmit the operating parameters and the current controllable interval of the industrial equipment to the remote server; receive the guidance and control information sent by the remote server, and set the parameters according to the guidance and control information and the mathematical model of the industrial equipment. The specified control strategy is transmitted to the user-side interruptible load control module in the command list;
用户侧可中断负荷控制模块,用于根据指令表发送指令到工业设备,完成电网与工业用户的用电供需互动。The user-side interruptible load control module is used to send instructions to industrial equipment according to the instruction table to complete the interaction of power supply and demand between the power grid and industrial users.
本发明具有以下有益效果及优点:The invention has the following beneficial effects and advantages:
1.具有数据采集功能。本发明集成高精度电能参数传感器,安装在设备的三相进线侧,可实时采集工业设备运行时三相电压、电流、频率、功率等信息,采集频率可达到10KHz,做到精细化采集为下一步的数据处理提供数据资源。1. With data collection function. The invention integrates a high-precision electric energy parameter sensor and is installed on the three-phase incoming line side of the equipment. It can collect three-phase voltage, current, frequency, power and other information in real time when the industrial equipment is running. The collection frequency can reach 10KHz, achieving refined collection. Provide data resources for the next step of data processing.
2.具有工业用户主动参与电网调控功能。本发明建立了电网与工业用户的信息通道,允许用户在一定条件下参与到电网的调度中,对电网的“削峰填谷”有极大的益处,同时电网可以在经济上给与工业用户一定激励措施,达到友好用电、智能用电的目的。2. It has the function of industrial users actively participating in power grid regulation. The invention establishes an information channel between the power grid and industrial users, allows users to participate in the dispatching of the power grid under certain conditions, and is of great benefit to the "peak shaving and valley filling" of the power grid. At the same time, the power grid can economically benefit industrial users. Certain incentives should be provided to achieve the goal of friendly and smart electricity use.
3.具有安全保护功能。本发明集成继电控制器,配合数据采集与数据处理运算单元,可实现被测设备的频率异常、电压异常、过流、三相功率不平衡与空载防触电保护。大大的提高了工业设备使用的安全性。3. Has safety protection function. The integrated relay controller of the present invention, combined with the data acquisition and data processing calculation unit, can realize the protection against frequency anomaly, voltage anomaly, overcurrent, three-phase power imbalance and no-load electric shock protection of the equipment under test. Greatly improve the safety of industrial equipment use.
4.具有网络通信功能。本发明搭载以太网通信模块,可以通过以太网模块与上位机通信,具有唯一的MAC地址,只需要一台计算机就可以读取对网段内有的电气设备的电量信息,便于配合上位机软件进一步的节能优化与上层监控。4. With network communication function. The invention is equipped with an Ethernet communication module, which can communicate with the host computer through the Ethernet module. It has a unique MAC address and only needs one computer to read the power information of the electrical equipment in the network segment, which is convenient for cooperating with the host computer software. Further energy saving optimization and upper-level monitoring.
5.具有自主学习功能。本发明在电能数据处理过程中建立设备用电参数的数学模型,自并且在以后的计算中不断加强学习,不断完善参数。5. With independent learning function. The present invention establishes a mathematical model of equipment power parameters in the process of processing electric energy data, and continuously strengthens learning and continuously improves parameters in subsequent calculations.
附图说明Description of drawings
图1是本发明的模块功能与安装接线图;Figure 1 is a module function and installation wiring diagram of the present invention;
图2是本发明的内部原理结构框图;Figure 2 is a block diagram of the internal principle structure of the present invention;
图3是本发明的数据采集与处理程序流程图;Figure 3 is a flow chart of the data collection and processing program of the present invention;
图4是本发明调度控制程序流程图。Figure 4 is a flow chart of the scheduling control program of the present invention.
具体实施方式Detailed ways
下面结合附图及实施例对本发明做进一步的详细说明。The present invention will be further described in detail below in conjunction with the accompanying drawings and examples.
一种电网与工业用户用电供需互动装置及实现方法,包括:A device and implementation method for interactive power supply and demand between the power grid and industrial users, including:
工业设备数据采集模块,分别连接用电设备的用电进线、调度与计算模块;用于采集当前用电设备的用电数据(包括:电压、电流)的模拟量信号,并将这些数据转换为数字量,经过计算得到综合用电参数(包括:实时功率、功率因数、频率等),并采集环境传感器值,将这些信息输出给调度与计算模块;The industrial equipment data acquisition module is connected to the power incoming line, dispatching and calculation modules of the electrical equipment respectively; it is used to collect analog signals of the current power consumption data (including voltage and current) of the electrical equipment, and convert these data It is a digital quantity. After calculation, comprehensive power parameters (including real-time power, power factor, frequency, etc.) are obtained, environmental sensor values are collected, and this information is output to the dispatching and calculation module;
调度与计算模块,用于根据用电设备的用电参数计算得到当前用电设备的输入与输出对应关系,进而得到设备的数学模型,将此用电参数与设备的数学模型暂存到模块内的数据存储区;将用电设备的用电参数通过通信模块发送给远端服务器;从服务器接收指导调控信息,并转换成指令发送到用户侧可中断负荷控制模块;The scheduling and calculation module is used to calculate the input and output correspondence of the current electrical equipment based on the electrical parameters of the electrical equipment, and then obtain the mathematical model of the equipment, and temporarily store the electrical parameters and the mathematical model of the equipment in the module data storage area; send the power consumption parameters of the electrical equipment to the remote server through the communication module; receive guidance and control information from the server, and convert it into instructions and send them to the user-side interruptible load control module;
用户侧可中断负荷控制模块,分别连接用电设备的控制总线接口、调度与计算模块;从调度与计算模块接收工业设备的调度指令;并提供用户工业设备控制所需要的控制接口,通过控制接口直接控制工业设备;The user-side interruptible load control module is connected to the control bus interface, dispatching and calculation module of the electrical equipment respectively; it receives the dispatching instructions of the industrial equipment from the dispatching and calculation module; and provides the control interface required for the user's industrial equipment control, through the control interface direct control of industrial equipment;
通信模块,连接调度与计算模块;用于装置与远端服务器之间通信;Communication module, connected to the scheduling and computing module; used for communication between the device and the remote server;
所述设备工业设备数据采集模块连接电压互感器模块、电流互感器模块;所述电压互感器模块、电流互感器模块连接工业用电设备的电力进线,采集设备的模拟电压、电流信号并将其输出给工业设备数据采集模块中的模/数转换器单元;所述模/数转换器单元将设备的模拟量电压、电流信号转换成数字量电压、电流信号并输出;所述当前用电设备的模拟运行数据包括模拟电压信号、电流信号;所述当前用电设备的综合用电参数包括数字电压信号、电流信号与计算得到的实时功率信号、功率因数信号、频率等,并可以采集工业传感器信息。The equipment industrial equipment data acquisition module is connected to a voltage transformer module and a current transformer module; the voltage transformer module and current transformer module are connected to the power incoming lines of industrial electrical equipment, and collect the analog voltage and current signals of the equipment and It is output to the analog/digital converter unit in the industrial equipment data acquisition module; the analog/digital converter unit converts the analog voltage and current signals of the equipment into digital voltage and current signals and outputs them; the current power consumption The simulated operation data of the equipment includes simulated voltage signals and current signals; the comprehensive power parameters of the current electrical equipment include digital voltage signals, current signals and calculated real-time power signals, power factor signals, frequencies, etc., and can be collected from industrial Sensor information.
所述用户侧可中断负荷控制模块包括:用于各类型工业设备的控制与数据传输的接口,指令解析处理器;所述控制与数据传输的接口为各类型工业总线与硬节点控制接口;所述工业总线,包括;DSP微处理器单元、RS232、RS485、CAN总线、以太网接口,所述硬节点控制接口为继电器输出接口;所述指令解析处理器用于解析从调度与计算模块接收的控制指令与总线数据编解码工作;所述解析处理器由嵌入式处理器及外围器件组成。The user-side interruptible load control module includes: interfaces for control and data transmission of various types of industrial equipment, and an instruction parsing processor; the interfaces for control and data transmission are various types of industrial buses and hard node control interfaces; so The industrial bus includes; DSP microprocessor unit, RS232, RS485, CAN bus, and Ethernet interface. The hard node control interface is a relay output interface; the instruction parsing processor is used to parse the control received from the scheduling and calculation module. Instruction and bus data encoding and decoding work; the analysis processor is composed of an embedded processor and peripheral devices.
所述调度与计算模块包括DSP微处理器单元、有源晶体振荡器单元、RC复位电路单元、供电单元与上位及通信接口。The scheduling and calculation module includes a DSP microprocessor unit, an active crystal oscillator unit, an RC reset circuit unit, a power supply unit, and a host and communication interface.
还包括与处理器连接的系统复位与数据存储模块,用于向处理器模块提供上电复位与异常处理复位时所需的稳定的时序,以及当系统异常、掉电或程序出错时的数据保护。It also includes a system reset and data storage module connected to the processor, which is used to provide the processor module with the stable timing required for power-on reset and exception handling reset, as well as data protection when the system is abnormal, powered down, or has a program error. .
所述通信模块包括微处理器单元、以太网连接单元、LoRa通信单元。所述微处理器单元用于通信控制与通信协议的管理,多种通信单元根据特定的通信场景选择其一使用;所述太网连接单元,用于工业用户便于连接宽带互联网时使用,LoRa通信单元,用于工业用户不方便直接连接宽带互联网时使用。The communication module includes a microprocessor unit, an Ethernet connection unit, and a LoRa communication unit. The microprocessor unit is used for communication control and management of communication protocols. Multiple communication units can be selected to be used according to specific communication scenarios; the Ethernet connection unit is used by industrial users to facilitate connection to the broadband Internet, LoRa communication Unit is used when it is inconvenient for industrial users to directly connect to broadband Internet.
一种电网与工业用户用电供需互动实现方法,包括以下步骤:A method for realizing interaction between power supply and demand between power grid and industrial users, including the following steps:
步骤1:工业设备数据采集模块实时采集当前工业设备的模拟量数据并转换成数字量数据,其中包括:电压值、电流值与频率值;工业设备数据采集模块根据当前用电设备的电压值、电流值与频率值计算出运行参数;所述运行参数包括:有功功率、无功功率、时段消耗电量;工业设备数据采集模块实时采集传感器的数据。Step 1: The industrial equipment data acquisition module collects the analog data of the current industrial equipment in real time and converts it into digital data, including: voltage value, current value and frequency value; the industrial equipment data acquisition module collects the current voltage value of the electrical equipment according to the voltage value, The current value and frequency value are used to calculate the operating parameters; the operating parameters include: active power, reactive power, and power consumption during the period; the industrial equipment data acquisition module collects sensor data in real time.
步骤2:调度与计算模块从工业设备数据采集模块获取工业设备的运行参数与传感器值,建立或修正工业设备的运行数学模型;Step 2: The scheduling and calculation module obtains the operating parameters and sensor values of the industrial equipment from the industrial equipment data acquisition module, and establishes or corrects the operation mathematical model of the industrial equipment;
步骤2.1:判断工业设备数学模型是否已经存在,若已经存在跳过此步骤,若不存在则继续此步骤;Step 2.1: Determine whether the mathematical model of industrial equipment already exists. If it already exists, skip this step. If it does not exist, continue this step;
列出设备数学模型的一般表达式:n<ΔFt<m,式中:t为模型运行的单位时间段,pi为第i时刻的设备输入运行参数(有功功率、无功功率、时段消耗电量),ΔFt为输入参数与输出结果的转换关系表达式,n与m为设备运行的约束条件,f(t)为设备运行的结果,可由环境传感器的值表征。List the general expressions of the equipment mathematical model: n<ΔF t <m, where: t is the unit time period of model operation, p i is the equipment input operating parameters (active power, reactive power, power consumption during the period) at the i-th moment, ΔF t is the input parameters and output The conversion relationship expression of the result, n and m are the constraints of the equipment operation, f(t) is the result of the equipment operation, which can be characterized by the value of the environmental sensor.
调度与计算模块应用神经网络算法将工业设备的运行参数迭代到设备模型中求解,得到关系表达式ΔFt的最优解,进而建立设备的数学模型。The scheduling and calculation module applies the neural network algorithm to iteratively solve the operating parameters of the industrial equipment into the equipment model, obtain the optimal solution of the relational expression ΔF t , and then establish the mathematical model of the equipment.
步骤2.2:调度与计算模块将实时的工业设备的运行参数与传感器的值代入设备的数学模型之中得到误差D,当D<Φd时此误差可以忽略,模型无需修正,若D≧Φd时,则重新进行步骤2.1建立模型过程,得到修正后的模型。Step 2.2: The scheduling and calculation module substitutes the real-time operating parameters and sensor values of the industrial equipment into the mathematical model of the equipment to obtain the error D. When D<Φ d , this error can be ignored and the model does not need to be modified. If D≧Φ d , re-perform the model establishment process in step 2.1 to obtain the revised model.
步骤3:调度与计算模块根据当前设备的数学模型与工业生产指标约束条件,确定到未来T时刻之间,工业设备的可调控区间,即工业设备消耗电能的区间;Step 3: The scheduling and calculation module determines the controllable interval of the industrial equipment until time T in the future based on the mathematical model of the current equipment and the constraints of the industrial production indicators, that is, the interval in which the industrial equipment consumes electric energy;
所述工业生产约束条件为满足工业生产订单需求的工业设备的输出范围,此参数通过调度与计算模块的上位机通信接口输入。The industrial production constraints are the output range of industrial equipment that meets the requirements of industrial production orders. This parameter is input through the host computer communication interface of the scheduling and calculation module.
所述上位机通信接口,为用于与上位机连接通信的USB接口。The host computer communication interface is a USB interface used for connection and communication with the host computer.
步骤4:调度与计算模块将工业设备的运行参数与当前可调控区间通过通信模块传输到远端服务器;Step 4: The scheduling and calculation module transmits the operating parameters and current controllable range of the industrial equipment to the remote server through the communication module;
步骤5:调度与计算模块等待接收来自远端服务器发送的指导调控信息,若有调控信息则通过通信模块接收调控信息,即电网需要工业设备在规定时间段完成的能量消耗的指标,并结合工业设备的数学模型制定本地控制策略,即在满足生产要求的前提下的电量消耗时间分布表,并传递给用户侧可中断负荷控制模块;Step 5: The scheduling and calculation module waits to receive the guidance and control information sent from the remote server. If there is control information, it receives the control information through the communication module, that is, the energy consumption indicators that the power grid requires industrial equipment to complete within the specified time period, combined with the industrial The mathematical model of the equipment formulates a local control strategy, that is, the power consumption time distribution table under the premise of meeting production requirements, and passes it to the user-side interruptible load control module;
步骤6:用户侧可中断负荷控制模块根据本地控制策略与本地设备控制指令编码表,生成以时段Δt为单位的分时段控制流程表;Step 6: The user-side interruptible load control module generates a period-by-period control flow table based on the local control strategy and the local equipment control instruction encoding table, with the period Δt as the unit;
步骤7:用户侧可中断负荷控制模块按照分时段控制流程表运行,特定时刻通过控制与数据传输的接口发送特定指令到被控设备,完成电网与工业用户的用电供需互动过程。Step 7: The user-side interruptible load control module operates according to the time-based control flow chart, and sends specific instructions to the controlled equipment through the control and data transmission interface at specific times to complete the interaction process of power supply and demand between the power grid and industrial users.
一种电网与工业用户用电供需互动装置,如图1所示,本设计从功能分由工业设备数据采集模块、用户侧可中断负荷控制模块、调度与计算模块、通信模块,还包括实时时钟模块、电源模块。A device for interacting with power supply and demand between the power grid and industrial users, as shown in Figure 1. This design is functionally divided into an industrial equipment data collection module, a user-side interruptible load control module, a scheduling and calculation module, a communication module, and a real-time clock. modules, power modules.
1)工业设备数据采集模块,包括4~20mA传感器接口、外置的电压互感器、电流互感器、后端模拟/数字转换器与ARM微处理器单元,可以实时设备环境信息与采集设备运行时的电压值与电流值。1) Industrial equipment data acquisition module, including 4~20mA sensor interface, external voltage transformer, current transformer, back-end analog/digital converter and ARM microprocessor unit, which can collect real-time equipment environment information and equipment operation time voltage and current values.
2)用户侧可中断负荷控制模块,包括:可以实现控制设备总断路器的分/合闸,进而实现设备发生严重故障的紧急断电保护。2) The user-side interruptible load control module includes: It can realize the opening/closing of the main circuit breaker of the control equipment, thereby realizing emergency power-off protection in case of serious equipment failure.
3)调度与计算模块,负责分析计算电力采集模块采集的数据,根据实时的电压,电流数据经过计算出频率、电功率等信息,同时对多个设备或多个用电单元进行分类细分,精确得到各个用电单元的参数。同时DSP微处理器还作为核心控制单元起到协调各个功能模块工作的作用;所述处理器模块包括TMS320F28335 DSP微处理器单元、数据存储器单元、30MHz有源晶体振荡器单元、RC复位电路单元、TPS767D301核心供电单元。3) The scheduling and calculation module is responsible for analyzing and calculating the data collected by the power acquisition module. Based on the real-time voltage and current data, it calculates frequency, electric power and other information, and simultaneously classifies and subdivides multiple devices or multiple power consumption units accurately. Get the parameters of each power consumption unit. At the same time, the DSP microprocessor also serves as the core control unit to coordinate the work of various functional modules; the processor module includes the TMS320F28335 DSP microprocessor unit, data memory unit, 30MHz active crystal oscillator unit, RC reset circuit unit, TPS767D301 core power supply unit.
4)通信模块,用于工业用户用电行为采集装置与计算机通信,可以将采集的数据发送到上位机,进行进一步分析,或通过计算机连接多个工业用户用电行为采集装置,由一台计算机当作上位机显示各个设备能耗状态等信息,可视化管理。4) The communication module is used to communicate between the industrial user's electricity usage behavior collection device and the computer. It can send the collected data to the host computer for further analysis, or connect multiple industrial users' electricity usage behavior collection devices through the computer. It is used as a host computer to display information such as the energy consumption status of each device for visual management.
5)电源模块,为系统提供高可靠的电源,保证系统的可靠性与稳定性。5) Power module provides highly reliable power supply for the system to ensure the reliability and stability of the system.
6)实时时钟模块,为整个系统提供精密的基准时钟源,保证实时数据采集的高度时间同步性。6) The real-time clock module provides a precise reference clock source for the entire system to ensure a high degree of time synchronization in real-time data collection.
7)系统复位与数据存储模块,复位模块提供DSP微处理器的系统上电复位与异常处理复位的所需的稳定的时序,存储模块提供系统异常状态(掉电异常或程序出错看门狗复位)紧急的数据保护功能,提高系统的可靠性。7) System reset and data storage module. The reset module provides the stable timing required for system power-on reset and exception handling reset of the DSP microprocessor. The storage module provides system abnormal status (power-down exception or program error watchdog reset). ) emergency data protection function to improve system reliability.
如图2所示,给出了本发明实施例中各个模块的具体硬件组成:As shown in Figure 2, the specific hardware composition of each module in the embodiment of the present invention is given:
本设计前端处理器采用意法半导体公司的STM32F103RE嵌入式微控制器,需要一颗8MHz的晶体振荡器与RC复位电路就可以组成其最小系统,STM32系列微控制器具有丰富的片内资源与外围接口可以方便的和其他模块连接。The front-end processor of this design uses the STM32F103RE embedded microcontroller from STMicroelectronics. It requires an 8MHz crystal oscillator and RC reset circuit to form its minimum system. The STM32 series microcontrollers have rich on-chip resources and peripheral interfaces. Can be easily connected with other modules.
主处理器采用美国德州半导体公司的TMS320F28335 DSP微处理器,需要一颗30MHz的晶体振荡器与复位电路就可以组成其最小系统,TMS320F28335 DSP微处理器,是TI公司的一款TMS320C28X系列浮点DSP控制器。与以往的定点DSP相比,该器件的精度高,成本低,功耗小,性能高,外设集成度高,数据以及程序存储量大。The main processor uses the TMS320F28335 DSP microprocessor from Texas Semiconductor Company in the United States. It requires a 30MHz crystal oscillator and reset circuit to form its minimum system. The TMS320F28335 DSP microprocessor is a TMS320C28X series floating point DSP from TI. controller. Compared with previous fixed-point DSPs, this device has high precision, low cost, low power consumption, high performance, high peripheral integration, and large data and program storage.
电压电流计量采用ADS8558IPM模拟/数字转换芯片,单芯片可以实现6个通道的电压/电流的实时采集。正好对应设备所用到的三相电的电压与电流。The voltage and current measurement uses the ADS8558IPM analog/digital conversion chip. A single chip can realize real-time collection of 6 channels of voltage/current. It exactly corresponds to the voltage and current of the three-phase electricity used by the equipment.
所述LTE数据通信模块为华为的ME906C全网通通信模块及外围电路组成。ME906C模块通过4G结点连接到互联网。ME906C模块内部集成全硬件TCP/IP协议栈+MAC+PHY。全硬件协议栈技术采用硬件逻辑门电路实现复杂的TCP/IP协议簇;内部集成MAC和PHY工艺,与嵌入式系统采用AT指令通信,使得嵌入式系统简捷和高效的接入互联网络。LoRa通信模块选用Semtech公司推出的一款远距离、低功耗的无线收发器,可以作为网络中继。The LTE data communication module is composed of Huawei's ME906C full network communication module and peripheral circuits. The ME906C module is connected to the Internet through 4G nodes. The ME906C module integrates a full hardware TCP/IP protocol stack + MAC + PHY. The full hardware protocol stack technology uses hardware logic gate circuits to implement complex TCP/IP protocol clusters; it integrates MAC and PHY technology internally, and uses AT commands to communicate with embedded systems, allowing embedded systems to access the Internet simply and efficiently. The LoRa communication module uses a long-distance, low-power wireless transceiver launched by Semtech, which can be used as a network relay.
用户侧可中断负荷控制模块包括:采用ULN2003达林顿管扩流的继电器的硬件控制节点与MAX3232组成的RS232总线,MAX485组成的RS485总线,AU5790D组成的CAN总线。The user-side interruptible load control module includes: a hardware control node using a ULN2003 Darlington tube current expansion relay and an RS232 bus composed of MAX3232, an RS485 bus composed of MAX485, and a CAN bus composed of AU5790D.
所述电源模块,采用两级电源芯片。由于本系统需要能够产生5V、3.3V电压,供给系统中各个模块使用。5V电源主要供给继电器模块,而其他的模块与芯片需要3.3V电源。5V电源部分采用LNK613 AC/DC芯片。LNK613利用开关电源原理,可以将95V~230V交流电能转换为5V直流电,一次完成降压与整流,稳压工作,本设计电路输出功率≥3.5W,5V电源精度达到±5%满足系统需求。3.3V电路采用LDO电源芯片PAM3101-3.3。The power module uses a two-level power chip. Because this system needs to be able to generate 5V and 3.3V voltages for use by each module in the system. The 5V power supply mainly supplies the relay module, while other modules and chips require 3.3V power supply. The 5V power supply part uses LNK613 AC/DC chip. LNK613 uses the principle of switching power supply to convert 95V ~ 230V AC power into 5V DC power, completing the voltage reduction, rectification and voltage stabilization work at one time. The output power of this designed circuit is ≥3.5W, and the 5V power supply accuracy reaches ±5% to meet the system requirements. The 3.3V circuit uses LDO power chip PAM3101-3.3.
如图3所示,为装置的数据采集与处理工作流程。在装置运行后,首先由装置外置的电压互感器与电流互感器将大信号转换为小信号由模/数转换器采集;然后进行初步的数据处理,主要是对采集到的数据进行滤波、计算,得到电压电流的有效值、有功功率值、无功功率值、频率等信息;对上述信息进行判断,判断的标准为一般电气设备运行标准(过流、低压、频率异常等);若参数异常则进入报警模式,无异常则进入设备监测模式。另外在此阶段还需采集设备的环境变量。As shown in Figure 3, it is the data collection and processing workflow of the device. After the device is running, first the voltage transformer and current transformer external to the device convert the large signal into a small signal which is collected by the analog/digital converter; then preliminary data processing is performed, mainly filtering the collected data. Calculate and obtain the effective value of voltage and current, active power value, reactive power value, frequency and other information; judge the above information, and the judgment standard is the general electrical equipment operating standard (overcurrent, low voltage, frequency abnormality, etc.); if the parameters If there is an abnormality, it will enter the alarm mode; if there is no abnormality, it will enter the equipment monitoring mode. In addition, the environment variables of the device need to be collected at this stage.
报警模式中,首先启动报警提醒操作人员设备异常及时处理;若启动自动保护策略,则制动继电器切断设备电源;最后记录异常报告。In the alarm mode, the alarm is first started to remind the operator to handle equipment abnormalities in a timely manner; if the automatic protection strategy is started, the brake relay cuts off the power supply of the equipment; and finally an exception report is recorded.
在监测模式中,首先判断设备的数学模型是否已经存在,如果设备的数学模型已经存在,则进行模型修正;如果设备的数学模型不存在,则需调用历史数据建立数学模型。在模型修正阶段,将本次采集的数据代入到已有的模型中,计算得到误差D,若误差D大于规定值Φd时则需要重新建立模型。应用设备的数学模型、环境参数与输入的订单情况,计算得到设备的可控区间。最后,将设备参数、环境参数与设备的可控区间通过通信模块发送到远端服务器。In the monitoring mode, it is first determined whether the mathematical model of the equipment already exists. If the mathematical model of the equipment already exists, the model is modified; if the mathematical model of the equipment does not exist, historical data need to be called to establish the mathematical model. In the model correction stage, the data collected this time are substituted into the existing model, and the error D is calculated. If the error D is greater than the specified value Φ d , the model needs to be re-established. Apply the mathematical model of the equipment, environmental parameters and input order status to calculate the controllable interval of the equipment. Finally, the device parameters, environmental parameters and the controllable interval of the device are sent to the remote server through the communication module.
如图4所示,为装置的调度指令执行流程。在装置接收到由服务器发送的指导调控信息时,装置根据设备可调控区间制定本地控制策略。本地控制策略为带有时间轴的控制指令表。当到达控制策略的时间点时,由装置中的用户侧可中断负荷控制模块编写相应的控制指令并通过数据总线接口发送给被控设备的数据总线接口。循环执行,直到完成调度策略。As shown in Figure 4, it is the scheduling instruction execution flow of the device. When the device receives the guidance control information sent by the server, the device formulates a local control strategy based on the controllable range of the device. The local control strategy is a control instruction list with a timeline. When the time point of the control strategy is reached, the user-side interruptible load control module in the device writes corresponding control instructions and sends them to the data bus interface of the controlled equipment through the data bus interface. Loop execution until the scheduling policy is completed.
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