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CN204270126U - A Hierarchical Management System for Household Roof Photovoltaics - Google Patents

A Hierarchical Management System for Household Roof Photovoltaics Download PDF

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CN204270126U
CN204270126U CN201420750714.XU CN201420750714U CN204270126U CN 204270126 U CN204270126 U CN 204270126U CN 201420750714 U CN201420750714 U CN 201420750714U CN 204270126 U CN204270126 U CN 204270126U
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monitoring
interface
household
management system
user
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刘彦超
周瑞
杨学君
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China University of Mining and Technology CUMT
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Abstract

The utility model discloses roof, a kind of family photovoltaic stratification management system, comprise: the user monitoring terminal be made up of user side watch-dog and ZigBee wireless communication module, the area monitoring substation be made up of ZigBee network coordinator, MCU, environmental detection sensor, GPRS module, the remote management center be made up of computer for controlling and web server.The utility model adopts ZigBee/GPRS network to communicate, and avoid the loaded down with trivial details of wiring, network capacity is large, security is high; Utilize LabVIEW virtual instrument development platform to carry out the exploitation of administration interface, make the visualization of system high, easy to operate; This system achieves the intelligent management of roof, the family photovoltaic project for integrated distribution, multiple spot access.

Description

一种户用屋顶光伏层次化管理系统A Hierarchical Management System for Household Roof Photovoltaics

技术领域 technical field

本实用新型涉及ZigBee和GPRS无线通信技术、LabVIEW虚拟仪器技术,尤其涉及基于以上技术的户用屋顶光伏管理系统,用于集中分布、多点接入的小区或农村户用屋顶光伏项目的监测和管理。 The utility model relates to ZigBee and GPRS wireless communication technology, LabVIEW virtual instrument technology, in particular to a household roof photovoltaic management system based on the above technologies, which is used for the monitoring and monitoring of residential areas or rural household rooftop photovoltaic projects with centralized distribution and multi-point access. manage.

背景技术 Background technique

随着分布式光伏发电技术的发展,户用屋顶光伏项目正逐步走入千家万户,特别是在某些房屋集中的城市小区或农村,越来越多的家庭开始选择使用屋顶光伏作为家庭用电的辅助甚至主要供电设施。大规模的分布式屋顶光伏的接入给电网公司的管理带来了困难和挑战,因此,有必要针对这种情况下的光伏项目进行集中式的监测和管理,以提高家庭供电的安全性和可靠性。 With the development of distributed photovoltaic power generation technology, household rooftop photovoltaic projects are gradually entering thousands of households, especially in some urban communities or rural areas where houses are concentrated. Auxiliary or even main power supply facilities of electricity. The access to large-scale distributed rooftop photovoltaics has brought difficulties and challenges to the management of power grid companies. Therefore, it is necessary to conduct centralized monitoring and management of photovoltaic projects in this case to improve the safety and security of household power supply. reliability.

目前已有的光伏监控系统大多是针对大型光伏电站的近距离监控,与上位机之间通过总线进行串口通信传输数据,传输距离短,网络结构简单。这种监控系统以监测功能为主,其监测指标繁多、监测数据量大,且需要专门的服务器进行数据的存储和上报,造成系统维护困难、运营成本高。因此,现有的光伏监控系统并不适用于大规模户用屋顶光伏项目的管理。 At present, most of the existing photovoltaic monitoring systems are aimed at close-range monitoring of large-scale photovoltaic power plants, and transmit data through serial communication with the host computer through the bus. The transmission distance is short and the network structure is simple. This kind of monitoring system is mainly based on monitoring functions. It has many monitoring indicators and a large amount of monitoring data, and requires a dedicated server for data storage and reporting, resulting in difficult system maintenance and high operating costs. Therefore, the existing photovoltaic monitoring system is not suitable for the management of large-scale household rooftop photovoltaic projects.

采用ZigBee技术与GPRS技术相结合的无线数据传输方式,在许多领域得到了应用,例如污水处理过程监控系统、城市路灯照明的管理系统、远程无线抄表系统等方面,其技术较为成熟,且十分适合应用在户用屋顶光伏管理系统中,但目前尚未有这方面的研究成果或专利。 The wireless data transmission method combining ZigBee technology and GPRS technology has been applied in many fields, such as sewage treatment process monitoring system, urban street lighting management system, remote wireless meter reading system, etc. The technology is relatively mature and very It is suitable for application in household rooftop photovoltaic management systems, but there are no research results or patents in this area yet.

现有的光伏监控系统主要注重对电能指标的采集和电能质量的计算方面,其上位机软件主要实现显示和存储功能,对于大规模的户用屋顶光伏接入电网,户与户之间的协调和调度、电网故障或用户侧故障的及时发现和投切等控制功能的实现尤为重要,目前还缺乏具有上述功能的光伏管理系统。 The existing photovoltaic monitoring system mainly focuses on the collection of electric energy indicators and the calculation of electric energy quality. The upper computer software mainly realizes the display and storage functions. It is particularly important to realize the control functions such as timely detection and switching of grid faults or user-side faults, and dispatching, grid faults or user-side faults. At present, there is still a lack of photovoltaic management systems with the above functions.

发明内容 Contents of the invention

本实用新型所要解决的技术问题是提供一种适用于集中分布、多点接入的户用屋顶光伏的管理系统,该系统能够提供近距离的无线通信以及远距离的数据传输,实现对各区域、各家庭的层次化监测和管理,确保供电的安全性和可靠性。 The technical problem to be solved by the utility model is to provide a household rooftop photovoltaic management system suitable for centralized distribution and multi-point access, which can provide short-distance wireless communication and long-distance data transmission, and realize the , Hierarchical monitoring and management of each family to ensure the safety and reliability of power supply.

为解决上述技术问题,本实用新型提出了一种户用屋顶光伏层次化管理系统,该系统由用户监控终端、区域监控子站、远程管理中心三个层次组成。用户监控终端与区域监控子站间通过ZigBee网络进行通信,实现监控数据的上传和控制指令的接收;区域监控子站与远程控制中心间通过GPRS网络进行通信,实现区域数据的发送和控制指令的接收;远程控制中心通过LabVIEW管理界面实现对区域内系统运行状况的监测和管理。 In order to solve the above technical problems, the utility model proposes a hierarchical management system for household rooftop photovoltaics, which consists of three levels: user monitoring terminals, regional monitoring sub-stations, and remote management centers. The user monitoring terminal and the regional monitoring sub-station communicate through the ZigBee network to realize the uploading of monitoring data and the receiving of control instructions; the regional monitoring sub-station and the remote control center communicate through the GPRS network to realize the sending of regional data and the receiving of control instructions Receive; the remote control center monitors and manages the operating status of the system in the area through the LabVIEW management interface.

用户监控终端包括用户端监控设备和ZigBee无线通信模块,用户端监控设备采集逆变器和蓄电池的电压、电流、电量、温度等信息,将其显示给用户并将这些数据整理通过ZigBee无线通信模块上传到区域监控子站;同时,ZigBee无线通信模块接收区域监控子站传达的指令,并通过用户端监控设备控制屋顶光伏设备的工作。 The user monitoring terminal includes the user monitoring equipment and the ZigBee wireless communication module. The user monitoring equipment collects the voltage, current, power, temperature and other information of the inverter and the battery, displays it to the user and organizes these data through the ZigBee wireless communication module. Upload to the regional monitoring sub-station; at the same time, the ZigBee wireless communication module receives the instructions conveyed by the regional monitoring sub-station, and controls the work of the rooftop photovoltaic equipment through the user-end monitoring equipment.

区域监控子站包括ZigBee网络协调器、MCU、环境检测传感器、GPRS模块,ZigBee网络协调理器负责接收区域内各用户监控终端传来的数据以及区域内ZigBee网络的组建和维护,环境检测传感器负责对区域内日照、温度等天气情况的监测, MCU负责对需要发送给远程管理中心的数据进行格式转换并发送给GPRS模块,GPRS模块负责给远程管理中心发送数据并接收来自远程控制中心的控制指令。远程控制中心包括控制计算机和web服务器,利用由LabVIEW软件开发的管理界面对区域监控子站上报的数据进行显示和存储,管理人员通过管理界面发送控制指令给区域监控子站,同时建立数据库对用户数据进行存储和管理,通过web服务器将数据上传上级管理单位。 The regional monitoring sub-station includes a ZigBee network coordinator, MCU, environmental detection sensor, and GPRS module. The ZigBee network coordinator is responsible for receiving data from each user monitoring terminal in the area and the establishment and maintenance of the ZigBee network in the area. The environmental detection sensor is responsible for For the monitoring of weather conditions such as sunshine and temperature in the area, the MCU is responsible for converting the format of the data that needs to be sent to the remote management center and sending it to the GPRS module. The GPRS module is responsible for sending data to the remote management center and receiving control commands from the remote control center . The remote control center includes a control computer and a web server, and uses the management interface developed by LabVIEW software to display and store the data reported by the regional monitoring sub-station. The data is stored and managed, and the data is uploaded to the upper management unit through the web server.

上述的用户端监控设备包括数据采集器、串口通信电路、MCU、显示屏、控制按键、电源模块。 The above-mentioned client monitoring equipment includes a data collector, a serial port communication circuit, an MCU, a display screen, control buttons, and a power supply module.

上述的LabVIEW管理界面包括系统启动界面、系统主控界面、系统设置界面、实时显示界面、历史数据界面、故障报警界面。 The aforementioned LabVIEW management interface includes a system startup interface, a system main control interface, a system setting interface, a real-time display interface, a historical data interface, and a fault alarm interface.

上述的服务器数据库采用关系数据库与内存数据库相结合的方式,对各区域、各用户的信息进行分层次的存储,方便本地管理中心和上级管理单位对数据的查询和调用。 The above-mentioned server database adopts the combination of relational database and memory database to store the information of each region and each user in layers, which is convenient for the local management center and the superior management unit to query and call the data.

本实用新型的有益效果在于:用户监控终端采用ZigBee无线通信方式进行采集数据的上报和控制信号的接收,只需对现有的用户端监控设备加装ZigBee无线通信模块,改造成本低,避免了布线的繁琐,且该技术具有网络容量大、安全性高、功耗小等优点,特别适合于集中分布、多点接入的户用屋顶光伏项目。 The beneficial effect of the utility model is that: the user monitoring terminal adopts the ZigBee wireless communication mode to report the collected data and receive the control signal. The wiring is cumbersome, and this technology has the advantages of large network capacity, high security, and low power consumption. It is especially suitable for household rooftop photovoltaic projects with centralized distribution and multi-point access.

区域监控子站不仅具有通信信号的转换作用,更重要的是实现了区域内ZigBee无线网络的组建和管理,方便远程管理中心对各个区域进行整体的监测和管理。 The regional monitoring sub-station not only has the function of converting communication signals, but more importantly realizes the establishment and management of the ZigBee wireless network in the region, which facilitates the overall monitoring and management of each region by the remote management center.

采用LabVIEW虚拟仪器开发平台进行管理界面的开发,使得系统的可视化程度高,操作方便,便于系统功能的维护和拓展。通过远程管理中心直接调用各区域或各用户的数据,了解其运行状态,及时发送控制命令或进行电网调度,实现了智能化管理,大大提高了管理效率。 Using the LabVIEW virtual instrument development platform to develop the management interface makes the system highly visible, easy to operate, and easy to maintain and expand system functions. Through the remote management center, the data of each region or each user can be directly invoked to understand its operating status, send control commands in time or perform power grid dispatching, realizing intelligent management and greatly improving management efficiency.

附图说明 Description of drawings

图1为本实用新型实施例中户用屋顶光伏管理系统的通信网络结构框图; Fig. 1 is a structural block diagram of the communication network of the household rooftop photovoltaic management system in the embodiment of the utility model;

图2为本实用新型实施例中区域监控子站硬件构图; Fig. 2 is the hardware composition of the regional monitoring substation in the utility model embodiment;

图3为本实用新型实施例中远程管理中心的结构图。 Fig. 3 is a structural diagram of the remote management center in the embodiment of the utility model.

具体实施方式 Detailed ways

以下结合附图和实施例对本实用新型的结构和特点进行详细说明,所举实例只用于解释本实用新型,并非用于限定本实用新型的保护范围。 The structure and characteristics of the present utility model will be described in detail below in conjunction with the accompanying drawings and embodiments. The examples given are only used to explain the present utility model, and are not used to limit the protection scope of the present utility model.

图1为本实用新型实施例中系统的结构框图。如图1所示,本实施例中,户用屋顶光伏管理系统包括一个远程管理中心、多个区域监控子站和若干的用户监控终端。远程管理中心和区域监控子站间通过现有的GPRS网络进行通信,区域监控子站和用户终端间通过ZigBee无线网络进行通信。 Fig. 1 is the structural block diagram of the system in the utility model embodiment. As shown in Fig. 1, in this embodiment, the household rooftop photovoltaic management system includes a remote management center, multiple regional monitoring sub-stations and several user monitoring terminals. The remote management center and the regional monitoring sub-station communicate through the existing GPRS network, and the regional monitoring sub-station and the user terminal communicate through the ZigBee wireless network.

本实施例中的整个管理系统的通信网络采用树形拓扑结构,树状网络结构较网状网路结构简单,成本低,路由成本少,时间延迟相对也较少,不易造成大面积故障产生且方便及时处理,适用于与本例机构相似的系统。在节点较多,特别是多管理中心、多区域间需要相互通信的系统中,也可以采用可靠性更高的网状网络,但其成本相对更高。 The communication network of the entire management system in this embodiment adopts a tree topology structure, the tree network structure is simpler than the mesh network structure, the cost is low, the routing cost is less, and the time delay is relatively small, and it is not easy to cause large-scale faults. It is convenient for timely processing and is suitable for a system similar to the institution in this example. In a system with many nodes, especially a system with multiple management centers and multiple regions that need to communicate with each other, a mesh network with higher reliability can also be used, but its cost is relatively higher.

用户监控终端包括用户端监控设备和ZigBee无线通信模块。 The user monitoring terminal includes a user end monitoring device and a ZigBee wireless communication module.

本实施例中,用户端监控设备由数据采集器、串口通信电路、基于8051的MCU开发板、LCD显示屏、控制按键、电源模块组成,数据采集器采集逆变器、蓄电池的电压、电流、电量、温度等信息,通过串口通信电路上传给MCU的内部存储单元,实现用户端的显示和控制。 In this embodiment, the client monitoring device is composed of a data collector, a serial port communication circuit, an 8051-based MCU development board, an LCD display, control buttons, and a power module. The data collector collects the voltage, current, and Power, temperature and other information are uploaded to the internal storage unit of the MCU through the serial port communication circuit to realize the display and control of the user end.

本实施例中,选用TI公司的二代 2.4GHz ZigBee/IEEE 802.15.4 射频收发器CC2520作为用户监控终端的ZigBee无线通信芯片,其价格相对较低、性能稳定,CC2520通过串口与MCU通信,将数据按照ZigBee通信协议规范发送给区域监控子站,同时,ZigBee无线通信模块接收区域监控子站传达的指令,并通过用户端监控设备控制屋顶光伏设备的工作。 In this embodiment, the second-generation 2.4GHz ZigBee/IEEE 802.15.4 radio frequency transceiver CC2520 of TI Company is selected as the ZigBee wireless communication chip of the user monitoring terminal. Its price is relatively low and its performance is stable. CC2520 communicates with the MCU through the serial port, The data is sent to the regional monitoring sub-station according to the ZigBee communication protocol specification. At the same time, the ZigBee wireless communication module receives the instructions from the regional monitoring sub-station, and controls the work of the rooftop photovoltaic equipment through the user-end monitoring equipment.

如图2所示,在区域监控子站的设计中,选用TI公司用于 2.4GHz IEEE 802.15.4-2006 和 ZigBee 应用的强大片上系统CC2538作为主芯片,这款产品包含基于 ARM Cortex M3 的强大的 MCU 系统,具有高达 32KB 的片上 RAM 和高达 512KB 的片上闪存以及可靠的 IEEE 802.15.4 射频功能,能够处理涉及安全性、要求严格的应用以及无线下载的复杂网络堆栈,32 个通用输入和输出 (GPIO) 以及串行外设接口可实现到电路板其它部分的简单连接。 As shown in Figure 2, in the design of the regional monitoring substation, TI's powerful system-on-chip CC2538 for 2.4GHz IEEE 802.15.4-2006 and ZigBee applications is selected as the main chip. This product includes a powerful ARM Cortex M3-based MCU system with up to 32KB of on-chip RAM and up to 512KB of on-chip flash memory and reliable IEEE 802.15.4 radio capabilities capable of handling complex network stacks involving security, demanding applications and over-the-air downloads, 32 general-purpose inputs and outputs (GPIO) and Serial Peripheral Interface for simple connections to the rest of the board.

GPRS模块采用的是 Siemens 公司的 MC35i 模块,其尺寸很小,方便集成到其他设备中,能得到永久在线连接、快速数据存储和更快的数据下载速度。 The GPRS module adopts the MC35i module of Siemens Company, which is small in size and easy to integrate into other devices, and can obtain permanent online connection, fast data storage and faster data download speed.

区域监控子站还包括外部存储模块、环境检测传感器、数据采集器、串口通信电路、电源模块。环境检测传感器负责对区域内日照、温度等天气情况的监测, 通过数据采集器将数据传给由CC2538组成的MCU,MCU完成对数据的存储和转换。 The regional monitoring sub-station also includes an external storage module, an environment detection sensor, a data collector, a serial port communication circuit, and a power supply module. The environmental detection sensor is responsible for monitoring the weather conditions such as sunshine and temperature in the area, and the data is transmitted to the MCU composed of CC2538 through the data collector, and the MCU completes the storage and conversion of the data.

GPRS 模块和 CC2538通信采用 UART 接口。CC2538 首先对模块进行串口参数设置,接着进行模块参数设置, GPRS 模块成功接入网络后,CC2538将需要发送的数据封装成TCP/IP 帧格式,经串口发送给 GPRS模块,数据经GPRS网络发送至远程管理中心。 The communication between GPRS module and CC2538 adopts UART interface. CC2538 first sets the serial port parameters of the module, and then sets the module parameters. After the GPRS module is successfully connected to the network, CC2538 encapsulates the data to be sent into a TCP/IP frame format and sends it to the GPRS module through the serial port. The data is sent to the GPRS network through the GPRS network. Remote management center.

远程管理中心的上位机选用西门子工业控制计算机,上位机与区域子站间通过GPRS网络进行实时的数据传输。如图3所示,利用LabVIEW软件开发管理界面, LabVIEW中的TCP/IP协议模块可以接受来自监控子站的GPRS信号,将接收到的数据进过格式转换后可直接利用LabVIEW中的控件和虚拟仪表进行显示和操作。 The upper computer of the remote management center uses Siemens industrial control computer, and real-time data transmission is carried out between the upper computer and the regional sub-stations through the GPRS network. As shown in Figure 3, using the LabVIEW software to develop the management interface, the TCP/IP protocol module in LabVIEW can receive the GPRS signal from the monitoring substation, and after the format conversion of the received data, the control and virtual instrument for display and operation.

利用LabVIEW软件设计系统启动界面、系统主控界面、系统设置界面、实时显示界面、历史数据界面、故障报警界面,LabVIEW方便的图形化显示功能为管理人员提供了专业的可视化操作,管理人员可以通过管理界面观察各区域、各用户的运行情况,并及时发送控制命令。 Use LabVIEW software to design the system startup interface, system main control interface, system setting interface, real-time display interface, historical data interface, and fault alarm interface. The convenient graphical display function of LabVIEW provides professional visual operation for managers. The management interface observes the operation status of each area and each user, and sends control commands in time.

采用关系数据库与内存数据库相结合的方式利用SQL建立用户数据库,通过LabVIEW接口模块对用户数据进行存储和管理,并将用户数据上传web服务器,方便上级管理单位的查看和调用。 A combination of relational database and memory database is used to establish a user database using SQL, and the user data is stored and managed through the LabVIEW interface module, and the user data is uploaded to the web server, which is convenient for the superior management unit to view and call.

以上所述仅为本实用新型的较佳实施例,但其他基于本实用新型技术方案的结构变化、替代和修改也应包括在本实用新型权利要求的保护范围内,具体保护范围由所附的权利要求范围为准。 The above is only a preferred embodiment of the utility model, but other structural changes, substitutions and modifications based on the technical solution of the utility model should also be included in the protection scope of the utility model claims, and the specific protection scope is determined by the appended The scope of the claims shall prevail.

Claims (7)

1.一种户用屋顶光伏层次化管理系统,其特征在于:该系统由用户监控终端、区域监控子站、远程管理中心三个层次组成,其中:用户监控终端与区域监控子站间通过ZigBee网络进行通信,实现监控数据的上传和控制指令的接收;区域监控子站与远程控制中心间通过GPRS网络进行通信,实现区域数据的发送和控制指令的接收;远程控制中心通过LabVIEW管理界面实现对区域内系统运行状况的监测和管理。 1. A household rooftop photovoltaic hierarchical management system, characterized in that: the system is composed of three levels of user monitoring terminals, regional monitoring sub-stations, and remote management centers, wherein: the user monitoring terminal and the regional monitoring sub-station are connected via ZigBee The network communicates to realize the uploading of monitoring data and the receiving of control instructions; the regional monitoring sub-station and the remote control center communicate through the GPRS network to realize the sending of regional data and the receiving of control instructions; the remote control center realizes the control through the LabVIEW management interface. Monitoring and management of system operation status in the region. 2.根据权利要求1所述的一种户用屋顶光伏层次化管理系统,其特征在于用户监控终端包括用户端监控设备和ZigBee无线通信模块。 2. A household rooftop photovoltaic hierarchical management system according to claim 1, characterized in that the user monitoring terminal includes user end monitoring equipment and a ZigBee wireless communication module. 3.根据权利要求1所述的一种户用屋顶光伏层次化管理系统,其特征在于区域监控子站包括ZigBee网络协调器、MCU、环境检测传感器、GPRS模块。 3. A household rooftop photovoltaic hierarchical management system according to claim 1, characterized in that the regional monitoring sub-station includes a ZigBee network coordinator, MCU, environmental detection sensor, and GPRS module. 4.根据权利要求1所述的一种户用屋顶光伏层次化管理系统,其特征在于远程控制中心包括控制计算机和web服务器。 4. A hierarchical management system for household rooftop photovoltaics according to claim 1, characterized in that the remote control center includes a control computer and a web server. 5.根据权利要求1所述的一种户用屋顶光伏层次化管理系统,其特征在于用户端监控设备包括数据采集器、串口通信电路、MCU、显示屏、控制按键、电源模块。 5. A household rooftop photovoltaic layered management system according to claim 1, characterized in that the client monitoring equipment includes a data collector, a serial communication circuit, an MCU, a display screen, control buttons, and a power module. 6.根据权利要求1所述的一种户用屋顶光伏层次化管理系统,其特征在于LabVIEW管理界面包括系统启动界面、系统主控界面、系统设置界面、实时显示界面、历史数据界面、故障报警界面。 6. A kind of household rooftop photovoltaic hierarchical management system according to claim 1, characterized in that the LabVIEW management interface includes a system startup interface, a system master control interface, a system setting interface, a real-time display interface, a historical data interface, and a fault alarm interface. 7.根据权利要求1所述的一种户用屋顶光伏层次化管理系统,其特征在于数据库服务器采用关系数据库与内存数据库相结合的方式,对各区域、各用户的信息进行分层次的存储。 7. A hierarchical management system for household rooftop photovoltaics according to claim 1, characterized in that the database server uses a combination of a relational database and an internal memory database to store the information of each area and each user in a hierarchical manner.
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CN105608877A (en) * 2016-02-24 2016-05-25 河南派亚尼尔自动化设备有限公司 Touch-screen household heat meter collector and application method
CN107483555A (en) * 2017-07-25 2017-12-15 杭州舜海光伏科技有限公司 Photovoltaic plant purging system and its method for pushing for cleaning data
CN107580014A (en) * 2017-07-25 2018-01-12 杭州舜海光伏科技有限公司 The fault detection method of photovoltaic plant purging system and photovoltaic plant purging system
CN107577214A (en) * 2017-07-25 2018-01-12 杭州舜海光伏科技有限公司 Photovoltaic plant purging system
CN107834595A (en) * 2017-11-08 2018-03-23 硅湖职业技术学院 A kind of solar energy based on less radio-frequency and wind energy complementary electric power system and its method of work
CN109634476A (en) * 2018-11-29 2019-04-16 武汉兴图新科电子股份有限公司 A kind of two-dimensional visualization figure layer equipment display control method and system based on C# language
CN110929897A (en) * 2019-12-04 2020-03-27 国网上海市电力公司 A Residential Distributed Photovoltaic Operation Diagnosis System

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105608877A (en) * 2016-02-24 2016-05-25 河南派亚尼尔自动化设备有限公司 Touch-screen household heat meter collector and application method
CN107483555A (en) * 2017-07-25 2017-12-15 杭州舜海光伏科技有限公司 Photovoltaic plant purging system and its method for pushing for cleaning data
CN107580014A (en) * 2017-07-25 2018-01-12 杭州舜海光伏科技有限公司 The fault detection method of photovoltaic plant purging system and photovoltaic plant purging system
CN107577214A (en) * 2017-07-25 2018-01-12 杭州舜海光伏科技有限公司 Photovoltaic plant purging system
CN107834595A (en) * 2017-11-08 2018-03-23 硅湖职业技术学院 A kind of solar energy based on less radio-frequency and wind energy complementary electric power system and its method of work
CN109634476A (en) * 2018-11-29 2019-04-16 武汉兴图新科电子股份有限公司 A kind of two-dimensional visualization figure layer equipment display control method and system based on C# language
CN110929897A (en) * 2019-12-04 2020-03-27 国网上海市电力公司 A Residential Distributed Photovoltaic Operation Diagnosis System

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