CN101917137A - Network monitor and management platform of solar photovoltaic generation system - Google Patents
Network monitor and management platform of solar photovoltaic generation system Download PDFInfo
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Abstract
The invention relates to a network monitor and management platform of a solar photovoltaic generation system, comprising a photovoltaic equipment data collector, a network server and a network service database, wherein an equipment communication module, a power management module, a data storage module and a wireless launching module are integrated in the photovoltaic equipment data collector, the photovoltaic equipment data collector is connected with the network server and the network service database through a network, the network service database is connected with a Web server, the photovoltaic equipment data collector collects signals from a solar inverter, a photovoltaic confluence box, a weather collector, a solar irradiation collector and an electric meter and transfers the signals to the network service database, and the network service database remotely backups the signals in real time and provides signal information to a Web page of a client through the Web server. The invention monitors and manages all equipment with communication in a photovoltaic generation industry and integrally monitors a power station with low cost.
Description
Technical field
The present invention relates to electricity field, relate in particular to the electronic signal acquisition technique, particularly a kind of network monitor and management platform of solar photovoltaic generation system.
Background technology
In the prior art, solar photovoltaic generation system adopts PC to realize monitoring management, and following several modes are adopted in the monitoring management of photovoltaic generating system at present:
1, the monitoring management of unit PC version
By the external communication interface series connection of RS485 or Ethernet with solar inverter and relevant device and weather collector, be connected to indoorly by netting twine, and convert the RS232 signal to and be connected on the PC.And undertaken by the computer install software that the photovoltaic system parameter shows and management.
2, the local area network (LAN) monitoring management
On the basis of unit PC monitoring management, adopt ethernet technology, the data of being gathered are carried out sharing in the local area network (LAN), other PCs in the local area network (LAN) are real time inspection related data relatively also.
3, adopt the presence server IP address access module of single photovoltaic plant
On the basis of unit PC monitoring management, PC is connected TCP/IP equipment, and corresponding access rights are set, can carry out internet access by the network ip address that the browser on remote computer is imported this PC.
Described PC needs the long-term start running status that keeps, the user is for the stable and reliable data that obtain, must adopt Industrial PC Computer, its price is 3-5 times (about 8000 yuan-13000 yuan) of ordinary PC equipment, and need check equipment operation situation (as unit PC mode and local net mode) at the scene, or be connected with the situation in a plurality of power stations for a user, also need to remember IP reference address and the user name and the password (as presence server IP access module) in all power stations.
Summary of the invention
The purpose of this invention is to provide a kind of network monitor and management platform of solar photovoltaic generation system, described this network monitor and management platform of solar photovoltaic generation system will solve the technical problem that solar photovoltaic generation system monitoring management in the prior art depends on on-the-spot PC.
This network monitor and management platform of solar photovoltaic generation system of the present invention comprises the photovoltaic apparatus data acquisition unit, the webserver and Network Services Database, wherein, described photovoltaic apparatus data acquisition unit is connected with solar inverter, the photovoltaic header box, weather collector, solar energy irradiation collector and ammeter, be provided with the GPRS module in the photovoltaic apparatus data acquisition unit, wired TCP/IP module, wireless WIFI module, 3G wireless module and wireless blue tooth module, the photovoltaic apparatus data acquisition unit is by the network and the described webserver, Network Services Database connects, Network Services Database is connected with Web server, the photovoltaic apparatus data acquisition unit is gathered from solar inverter, the photovoltaic header box, weather collector, signal in solar energy irradiation collector and the ammeter, and be sent to Network Services Database, carry out the remote live backup by Network Services Database, and signal message is provided to the Web page of client computer by Web server.
Further, the photovoltaic apparatus data acquisition unit is connected with ammeter with solar inverter, photovoltaic header box, weather collector, solar energy irradiation collector by the RS485 communication interface.
Further, the signal data of Network Services Database timing acquiring photovoltaic apparatus data acquisition unit, acquisition time are 1 minute to 15 minutes.
Further, built-in supervisory control system slave computer in the photovoltaic apparatus data acquisition unit, the bitcom between the solar inverter of described supervisory control system slave computer and different manufacturers, photovoltaic header box, weather collector, solar energy irradiation collector and the ammeter is realized by long-range load mode.
Further, Web server adopts indexed mode to obtain history and cumulative data from Network Services Database, and directly reads real time data from the buffer memory of Web server.
Further, Network Services Database utilizes SMS, Email, fax, QQ note, MSN information and the Web page to provide warning and prompting message to the user.
Further, after the photovoltaic apparatus data acquisition unit connects network, get in touch and realize registration automatically by the predefined IP address and the webserver.And land and selected equipment producer and model at the Web page by the user, the webserver carries out the long-range supporting loading of program package to the photovoltaic system data acquisition unit, program package has the completion code of photovoltaic apparatus data acquisition unit understanding, the photovoltaic apparatus data acquisition unit sends successful code to the webserver after receiving this code, collecting photovoltaic data collector behind the program package has and restarts automatically and the function of loading procedure, begin after loading is finished to carry out communication, and each the device data code that will gather changes into the unified language codes of photovoltaic network monitor and management platform and sends to the webserver with the photovoltaic plant system equipment.
Further, photovoltaic apparatus data acquisition unit outer setting has two RS485 interfaces and a wireless transmission antenna.
Further, be provided with device talk module, power management module, data memory module and wireless transmitter module in the photovoltaic apparatus data acquisition unit, device talk module, power management module, data memory module and wireless transmitter module all are integrated in the same housing.
Further, between the photovoltaic apparatus data acquisition unit and the webserver, set up Data Transport Protocol, comprised in the Data Transport Protocol that checking photovoltaic apparatus data acquisition unit uploads that data have or not or complete instruction, when failing to obtain right-on data, the webserver sends instructions to the photovoltaic apparatus data acquisition unit, the photovoltaic apparatus data acquisition unit resends serial data once more, the photovoltaic apparatus data acquisition unit fails to set up when getting in touch with the webserver in setting-up time, then restarting equipment communication module automatically.
Further, the Web page shows the real-time generated output statistics of solar energy irradiation value, photovoltaic plant quantity statistics, photovoltaic plant installed capacity statistics, photovoltaic plant, photovoltaic plant energy output on same day statistics, the photovoltaic plant accumulative total gross generation statistics in solar energy photovoltaic system location and city in real time and works as per day every kilowatt of energy output.
Further, the Web page shows the real-time generated output statistics of photovoltaic plant quantity statistics, photovoltaic plant installed capacity statistics, photovoltaic plant, photovoltaic plant energy output on same day statistics, the photovoltaic plant accumulative total gross generation statistics of enterprise in real time.
Further, the Web page show in real time the real-time generated output statistics of solar energy irradiation value, photovoltaic plant installed capacity statistics, the photovoltaic plant of each photovoltaic plant, photovoltaic plant energy output on same day statistics, photovoltaic plant accumulative total gross generation statistics, when per day every kilowatt of energy output and the same day instantaneous maximum generation power.
Further, utilize Web server when the user logins the Web page and, provide download after historical data is generated form according to day, the moon, year, when all these four options carry out the history data inquiry.
The present invention compared with prior art, its effect is actively and significantly.The present invention is with the device talk module, power management module, data memory module and wireless transmitter module are integrated in the photovoltaic apparatus data acquisition unit, utilize the photovoltaic apparatus data acquisition unit to connect photovoltaic apparatus, utilize the GPRS module, wired TCP/IP module, wireless WIFI module, the 3G wireless module is connected with network with the wireless blue tooth module, monitor and manage by the equipment that the webserver and Network Services Database are communicated by letter to all bands in the photovoltaic generation industry, no longer be confined to equipment and monitoring software that the equipment of single producer can only supporting producer self, the user need not to realizing monitoring and the high hardware and software expense of managing payment again, user and with the integral monitoring in low cost realization power station.The present invention can realize the comparison of photovoltaic plant ruuning situation and data, by professional analysis, can help photovoltaic plant progressively to realize standardization, improve the earning rate that photovoltaic plant is built in customer investment from aspects such as planning, design, lectotype selection, the system integration, system debug, project maintenance maintenance and user managements.Conversely by the gathering of good and bad data and information, also can quicken to promote the rapid raising with practitioner's technical merit updated of photovoltaic system equipment.
Description of drawings
Fig. 1 is the principle schematic of network monitor and management platform of solar photovoltaic generation system of the present invention.
Fig. 2 is photovoltaic apparatus data acquisition unit and the coupling of the communication program between the photovoltaic plant system equipment flow chart in one embodiment of the present of invention.
Fig. 3 is the photovoltaic plant user management flow chart in one embodiment of the present of invention.
Embodiment
Embodiment 1:
As Fig. 1, Fig. 2 and shown in Figure 3, network monitor and management platform of solar photovoltaic generation system comprises the photovoltaic apparatus data acquisition unit, the webserver and Network Services Database, wherein, described photovoltaic apparatus data acquisition unit is connected with solar inverter, the photovoltaic header box, weather collector, solar energy irradiation collector and ammeter, be provided with the GPRS module in the photovoltaic apparatus data acquisition unit, wired TCP/IP module, wireless WIFI module, 3G wireless module and wireless blue tooth module, the photovoltaic apparatus data acquisition unit is by the network and the described webserver, Network Services Database connects, Network Services Database is connected with Web server, the photovoltaic apparatus data acquisition unit is gathered from solar inverter, the photovoltaic header box, weather collector, signal in solar energy irradiation collector and the ammeter, and be sent to Network Services Database, carry out the remote live backup by Network Services Database, and signal message is provided to the Web page of client computer by Web server.
Further, the photovoltaic apparatus data acquisition unit is connected with ammeter with solar inverter, photovoltaic header box, weather collector, solar energy irradiation collector by the RS485 communication interface.
Further, the signal data of Network Services Database timing acquiring photovoltaic apparatus data acquisition unit, acquisition time are 1 minute to 15 minutes.
Further, built-in supervisory control system slave computer in the photovoltaic apparatus data acquisition unit, the bitcom between described supervisory control system slave computer and solar inverter, photovoltaic header box, weather collector, solar energy irradiation collector and the ammeter is realized by long-range load mode.
Further, Web server adopts indexed mode to obtain history and cumulative data from Network Services Database, and directly reads real time data from the buffer memory of Web server.
Further, Network Services Database utilizes SMS, Email, fax, QQ note, MSN information and the Web page to provide warning and prompting message to the user.
Further, after the photovoltaic apparatus data acquisition unit connects network, get in touch and realize registration automatically by the predefined IP address and the webserver.And land and selected equipment producer and model at the Web page by the user, the webserver carries out the long-range supporting loading of program package to the photovoltaic system data acquisition unit, program package has the completion code of photovoltaic apparatus data acquisition unit understanding, the photovoltaic apparatus data acquisition unit sends successful code to the webserver after receiving this code, collecting photovoltaic data collector behind the program package has and restarts automatically and the function of loading procedure, begin after loading is finished to carry out communication, and each the device data code that will gather changes into the unified language codes of photovoltaic network monitor and management platform and sends to the webserver with the photovoltaic plant system equipment.
Further, photovoltaic apparatus data acquisition unit outer setting has two RS485 interfaces and a wireless transmission antenna.
Further, be provided with device talk module, power management module, data memory module and wireless transmitter module in the photovoltaic apparatus data acquisition unit, device talk module, power management module, data memory module and wireless transmitter module all are integrated in the same housing.
Further, between the photovoltaic apparatus data acquisition unit and the webserver, set up Data Transport Protocol, comprised in the Data Transport Protocol that checking photovoltaic apparatus data acquisition unit uploads that data have or not or complete instruction, when failing to obtain right-on data, the webserver sends instructions to the photovoltaic apparatus data acquisition unit, the photovoltaic apparatus data acquisition unit resends serial data once more, the photovoltaic apparatus data acquisition unit fails to set up when getting in touch with the webserver in setting-up time, then restarting equipment communication module automatically.
Further, the Web page shows the real-time generated output statistics of solar energy irradiation value, photovoltaic plant quantity statistics, photovoltaic plant installed capacity statistics, photovoltaic plant, photovoltaic plant energy output on same day statistics, the photovoltaic plant accumulative total gross generation statistics in solar energy photovoltaic system location and city in real time and works as per day every kilowatt of energy output.
Further, the Web page shows the real-time generated output statistics of photovoltaic plant quantity statistics, photovoltaic plant installed capacity statistics, photovoltaic plant, photovoltaic plant energy output on same day statistics, the photovoltaic plant accumulative total gross generation statistics of enterprise in real time.
Further, the Web page show in real time the real-time generated output statistics of solar energy irradiation value, photovoltaic plant installed capacity statistics, the photovoltaic plant of each photovoltaic plant, photovoltaic plant energy output on same day statistics, photovoltaic plant accumulative total gross generation statistics, when per day every kilowatt of energy output and the same day instantaneous maximum generation power.
Further, utilize Web server when the user logins the Web page and, provide download after historical data is generated form according to day, the moon, year, when all these four options carry out the history data inquiry.
The technical data that the user provides according to the website (photovoltaic plant running status, the photovoltaic plant installed capacity, photovoltaic power station power generation power, photovoltaic plant energy output on the same day, total accumulative total energy output, the reducing emission of carbon dioxide CER, the same day energy output curve, direct voltage, direct current, direct current power, alternating voltage, alternating current, AC power, frequency, the solar inverter working temperature, the solar energy irradiance, the output electric weight, power factor (PF), harmonic wave, ambient temperature, wind speed, wind direction) and analysis software carry out the generating efficiency of power station and equipment, operating condition, failure rate, the MPPT tracking accuracy, photovoltaic group string (or assembly) operation difference, the generating efficiency attenuation ratio, analyses such as photovoltaic plant earning rate.
The solar energy photovoltaic system matching design software of Web form can freely use for the client, software database comprises the irradiation value and the monthly average ambient temperature of product data, each city, the whole world and each angle of product data, the solar panel producer of most solar inverter producer, comprises cable loss algorithm and system matches algorithm simultaneously.
In a preferred embodiment of the invention, the user of certain solar photovoltaic generation system has bought the service of photovoltaic monitoring management platform, he will take one and have bluetooth, PLC technology, wired network adapter, wireless WIFI network interface card, wherein any function photovoltaic apparatus data acquisition units such as GPRS module or 3G wireless module, allow solar inverter in photovoltaic apparatus data acquisition unit and the photovoltaic system, weather collector, equipment such as ammeter connect by RS485 or Ethernet, login photovoltaic generating system monitoring management platform then, register the power station, input power station information and photovoltaic apparatus data acquisition unit sequence number, after having selected equipment producer and model, the photovoltaic apparatus data acquisition unit will obtain the information such as communication password of the required collecting device that the webserver sends automatically, and the photovoltaic apparatus data acquisition unit will begin to gather the data of front end photovoltaic system equipment and be sent on the webserver automatically afterwards.
The user can be at any time according to the website fixedly domain name come the logging in network server, check all devices parameter and adjust the relevant art index according to authority, and can report to the police and remind by selecting be provided with.After operation a period of time, the user can carry out historical data and check and analyze, and the parameter between the various device is compared, and determines the operation quality of system and equipment.
Concrete, the present invention is on the basis of conventional photovoltaic electricity generation system monitoring management mode, adopt RS485 and Ethernet connected mode, the parameter signal of equipment such as solar inverter, header box, solar energy irradiation collector, ammeter, ambient temperature, wind speed, wind direction and cell panel temperature is connected to a system acquisition device, and be connected to wired or wireless router nearby by the built-in bluetooth of collector, PLC technology, wired network adapter and wireless WIFI network interface card, be connected to the Internet again; Also can be connected directly to the Internet by GPRS module, 3G wireless module.
Photovoltaic apparatus data acquisition unit and certain photovoltaic plant system equipment communication program coupling flow process: equipment producer and the model selected when logining photovoltaic monitoring management platform according to the user, the webserver adopt the mode of the Internet remote upgrade that required supporting program is sent to the solar energy photovoltaic system collector automatically.The photovoltaic apparatus data acquisition unit harvest program after the flag code, can send to one of the webserver and collect successfully code, the program of having received can be restarted and load to the data acquisition unit internal processes automatically afterwards, begin the photovoltaic system data acquisition according to the program of downloading after finishing, and convert different system and the device data that collects to unified solar photovoltaic generation system management platform language, send on the webserver by transmission meanss such as GPRS, WIFI, 3G, wired network adapter, bluetooths.Such system design makes that the collector equipment of production and selling is on all four, has greatly reduced the collector device hardware and has produced and sold and logistics cost, and the software development cost of the webserver also will suitably descend simultaneously.
Set up large database in network server end, with the photovoltaic plant relevant device storage of being gathered to the webserver data storehouse, and set up corresponding network foreground access program and database index, the user can check or revise the power station information of being registered according to the username and password that user oneself sets by the long-range photovoltaic system network monitor and management platform that visits of single domain name of Web Hosting person registration.
The user also can not login the photovoltaic system network monitor and management platform, freely check the solar panel in other enterprises registration power stations on the network management platform, solar inverter producer, model and quantity, also can check system integrator's title in power station, the design azimuth and the inclination angle of photovoltaic plant, the installed capacity of photovoltaic plant, the real-time generated output of photovoltaic plant, add up energy output today, always add up energy output and carbon dioxide discharge-reduction amount, also can consult the weather conditions in each department and each city, ambient temperature, wind speed, information such as the photovoltaic plant quantity in solar energy irradiation value and this area and city and accumulative total energy output.
Present embodiment has been set up a cover user authoring system, the user is divided into enterprise administrator, power management person and viewer, upper level can be authorized next stage by user authority management, and the user of subordinate can only obtain the modification of higher level's subscriber authorisation, the authority of managing and checking.
Present embodiment has been set up a sets of data automatic analysis system, can offer the multiple specialized analysis tool of client, the ruuning situation of the ruuning situation in power station and equipment is made performance automatically judge, also can alarm parameters be set and alarming value is realized reminding according to user's request is self-defined.As: whether energy output and local irradiation value for the power station compare, and just remind the user need check details as difference greater than 10% (these data can be adjusted according to actual field situation), analyze the power station and have problems.
Present embodiment has been set up a cover user system for prompting, alerting pattern through the user is selected, the website will send to the user with warning title and generate electricity numerical value, every day situation and time corresponding etc. automatically by modes such as mail, fax or notes, so just can in time handle corresponding problem, improve user's plant generator amount.
Present embodiment has been set up a cover user management system, allow the user realize that power station daily record, maintenance record, failure logging etc. carry out network at any time and check, the user also can carry out the inquiry of historical data, after the corresponding date selection, the user can carry out data query according to total, year, month, day etc., data show that with document form the user can directly download or print.And all power stations of user and all devices ruuning situation can be tabulated according to actual needs and gather, as extract the moon maximum generating watt and equipment actual run time statistics etc. in month, a year in all power stations.
Login user is not after entering the website platform homepage, can see total access power station quantity of website platform, always insert installed capacity of power station, always add up energy output and total CO 2 CER, after clicking province or city, can see photovoltaic plant quantity, installed capacity, real-time energy output, accumulative total energy output, the total CER of carbon dioxide, sulfur dioxide CER, flue dust CER, the nitrogen oxide CER in this province or city and reduce the standard coal consumption.And weather condition, ambient temperature, the solar energy good fortune that can show each city page and certain corresponding city of photovoltaic plant are in real time shone situations such as value, wind speed.
Login user is not in entering the monitoring management platform when certain enterprise's homepage or certain power station homepage, can see the photovoltaic installed capacity in this enterprise or this power station, in real time generated output, today the accumulative total energy output, always add up data such as energy output, carbon dioxide discharge-reduction amount.
After the user logins solar photovoltaic generation system network monitoring platform, at first can see the overall power station statistical information of enterprise and the fault power station of enumerating, and select to want the power station checked, can see the details in power station this moment: photovoltaic plant running status, photovoltaic plant installed capacity, photovoltaic power station power generation power, photovoltaic plant energy output on the same day, always add up energy output, reducing emission of carbon dioxide CER, and show the curve of energy output on the same day.Behind the solar inverter equipment in selecting concrete photovoltaic system, can show direct voltage, direct current, direct current power, alternating voltage, alternating current, AC power, frequency, solar inverter working temperature etc.After selecting solar energy irradiation value, ammeter or enviromental monitoring equipment, can show parameter values such as the solar energy irradiance that is associated with the power station, output electric weight, power factor (PF), harmonic wave, ambient temperature, wind speed, wind direction.
The user is when the first registers power station, the basic configuration information in power station need be entered on the monitoring management platform, information such as producer, quantity and model as equipment such as solar panel, solar inverter, support, monitoring, and design drawing and design data, just can be easy to view these information after user's login, convenient continuing of managing with in time.
Claims (14)
1. network monitor and management platform of solar photovoltaic generation system, comprise the photovoltaic apparatus data acquisition unit, the webserver and Network Services Database, it is characterized in that: described photovoltaic apparatus data acquisition unit is connected with solar inverter, the photovoltaic header box, weather collector, solar energy irradiation collector and ammeter, be provided with the GPRS module in the photovoltaic apparatus data acquisition unit, wired TCP/IP module, wireless WIFI module, 3G wireless module and wireless blue tooth module, the photovoltaic apparatus data acquisition unit is by the network and the described webserver, Network Services Database connects, Network Services Database is connected with Web server, the photovoltaic apparatus data acquisition unit is gathered from solar inverter, the photovoltaic header box, weather collector, signal in solar energy irradiation collector and the ammeter, and be sent to Network Services Database, carry out the remote live backup by Network Services Database, and signal message is provided to the Web page of client computer by Web server.
2. network monitor and management platform of solar photovoltaic generation system as claimed in claim 1 is characterized in that: the photovoltaic apparatus data acquisition unit is connected with ammeter with solar inverter, photovoltaic header box, weather collector, solar energy irradiation collector by the RS485 communication interface.
3. network monitor and management platform of solar photovoltaic generation system as claimed in claim 1 is characterized in that: the signal data of Network Services Database timing acquiring photovoltaic apparatus data acquisition unit, data acquisition blanking time is 1 minute to 15 minutes.
4. network monitor and management platform of solar photovoltaic generation system as claimed in claim 1, it is characterized in that: built-in supervisory control system slave computer in the photovoltaic apparatus data acquisition unit, the bitcom between described supervisory control system slave computer and solar inverter, photovoltaic header box, weather collector, solar energy irradiation collector and the ammeter is realized by long-range load mode.
5. network monitor and management platform of solar photovoltaic generation system as claimed in claim 1, it is characterized in that: Web server adopts indexed mode to obtain history and cumulative data from Network Services Database, and directly reads real time data from the buffer memory of Web server.
6. network monitor and management platform of solar photovoltaic generation system as claimed in claim 1 is characterized in that: Network Services Database utilizes SMS, Email, fax, QQ note, MSN information and the Web page to provide to the user and reports to the police and prompting message.
7. solar energy photovoltaic system network monitor and management platform as claimed in claim 1 is characterized in that: after the photovoltaic apparatus data acquisition unit connects network, get in touch and realize registration automatically by the predefined IP address and the webserver.And land and selected equipment producer and model at the Web page by the user, the webserver carries out the long-range supporting loading of communication program bag of corresponding device to the photovoltaic system data acquisition unit, program package has the completion code of photovoltaic apparatus data acquisition unit understanding, the photovoltaic apparatus data acquisition unit sends successful code to the webserver after receiving this code, photovoltaic data collector is restarted and loading procedure after collecting program package, begin after loading is finished to carry out communication, and each the device data code that will gather changes into the unified language codes of photovoltaic network monitor and management platform and sends to the webserver with the photovoltaic plant system equipment.
8. solar energy photovoltaic system network monitor and management platform as claimed in claim 1 is characterized in that: photovoltaic apparatus data acquisition unit outer setting has two RS485 interfaces and a wireless transmission antenna.
9. solar energy photovoltaic system network monitor and management platform as claimed in claim 1, it is characterized in that: be provided with device talk module, power management module, data memory module and wireless transmitter module in the photovoltaic apparatus data acquisition unit, device talk module, power management module, data memory module and wireless transmitter module all are integrated in the same housing.
10. solar energy photovoltaic system network monitor and management platform as claimed in claim 9, it is characterized in that: between the photovoltaic apparatus data acquisition unit and the webserver, set up Data Transport Protocol, comprised in the Data Transport Protocol that checking photovoltaic apparatus data acquisition unit uploads that data have or not or complete instruction, when failing to obtain right-on data, the webserver sends instructions to the photovoltaic apparatus data acquisition unit, the photovoltaic apparatus data acquisition unit resends serial data once more, the photovoltaic apparatus data acquisition unit fails to set up when getting in touch with the webserver in setting-up time, then restarting equipment communication module automatically.
11. solar energy photovoltaic system network monitor and management platform as claimed in claim 1 is characterized in that: the Web page shows the real-time generated output statistics of solar energy irradiation value, photovoltaic plant quantity statistics, photovoltaic plant installed capacity statistics, the photovoltaic plant in solar energy photovoltaic system location and city, photovoltaic plant energy output on same day statistics, photovoltaic plant accumulative total gross generation statistics in real time and works as per day every kilowatt of energy output.
12. solar energy photovoltaic system network monitor and management platform as claimed in claim 1 is characterized in that: the Web page shows the real-time generated output statistics of photovoltaic plant quantity statistics, photovoltaic plant installed capacity statistics, the photovoltaic plant of enterprise, photovoltaic plant energy output on same day statistics, photovoltaic plant accumulative total gross generation statistics in real time.
13. solar energy photovoltaic system network monitor and management platform as claimed in claim 1 is characterized in that: the Web page show in real time the real-time generated output of solar energy irradiation value, photovoltaic plant installed capacity statistics, the photovoltaic plant of each photovoltaic plant statistics, photovoltaic plant energy output on same day statistics, photovoltaic plant accumulative total gross generation statistics, when per day every kilowatt of energy output and the same day instantaneous maximum generation power.
14. solar energy photovoltaic system network monitor and management platform as claimed in claim 1, it is characterized in that: utilize Web server when the user logins the Web page according to day, the moon, year, when all these four options carry out the history data inquiry, provide download after historical data generated form.
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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101167057A (en) * | 2005-04-29 | 2008-04-23 | 法特斯帕尼尔技术公司 | Computer implemented systems and methods for pre-emptive service and improved use of service resources |
| CN101259022A (en) * | 2006-12-11 | 2008-09-10 | Ge医疗系统环球技术有限公司 | Radiography apparatus |
| CN201145946Y (en) * | 2007-12-11 | 2008-11-05 | 河南中光学集团有限公司 | Device for monitoring wind, light electrification parameter network |
| CN101354577A (en) * | 2008-09-12 | 2009-01-28 | 东南大学 | Solar power station remote wireless monitoring method |
| CN101553735A (en) * | 2005-10-04 | 2009-10-07 | 汤普森科技工业公司 | System and method for array and string level monitoring of a grid-connected photovoltaic power system |
-
2010
- 2010-07-06 CN CN 201010219427 patent/CN101917137A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101167057A (en) * | 2005-04-29 | 2008-04-23 | 法特斯帕尼尔技术公司 | Computer implemented systems and methods for pre-emptive service and improved use of service resources |
| CN101553735A (en) * | 2005-10-04 | 2009-10-07 | 汤普森科技工业公司 | System and method for array and string level monitoring of a grid-connected photovoltaic power system |
| CN101259022A (en) * | 2006-12-11 | 2008-09-10 | Ge医疗系统环球技术有限公司 | Radiography apparatus |
| CN201145946Y (en) * | 2007-12-11 | 2008-11-05 | 河南中光学集团有限公司 | Device for monitoring wind, light electrification parameter network |
| CN101354577A (en) * | 2008-09-12 | 2009-01-28 | 东南大学 | Solar power station remote wireless monitoring method |
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