CN107395117A - Distributed solar energy electricity generation system monitors and remote diagnosis SaaS platforms - Google Patents

Distributed solar energy electricity generation system monitors and remote diagnosis SaaS platforms Download PDF

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Publication number
CN107395117A
CN107395117A CN201710406877.4A CN201710406877A CN107395117A CN 107395117 A CN107395117 A CN 107395117A CN 201710406877 A CN201710406877 A CN 201710406877A CN 107395117 A CN107395117 A CN 107395117A
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China
Prior art keywords
data
distributed
monitoring
electricity generation
module
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CN201710406877.4A
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Chinese (zh)
Inventor
张飞飞
袁楠
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Suzhou Sheng Qikai Amperex Technology Ltd
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Suzhou Sheng Qikai Amperex Technology Ltd
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Priority to CN201710406877.4A priority Critical patent/CN107395117A/en
Publication of CN107395117A publication Critical patent/CN107395117A/en
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    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02SGENERATION OF ELECTRIC POWER BY CONVERSION OF INFRARED RADIATION, VISIBLE LIGHT OR ULTRAVIOLET LIGHT, e.g. USING PHOTOVOLTAIC [PV] MODULES
    • H02S50/00Monitoring or testing of PV systems, e.g. load balancing or fault identification
    • H02J13/0003
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E10/00Energy generation through renewable energy sources
    • Y02E10/50Photovoltaic [PV] energy
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E60/00Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S40/00Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
    • Y04S40/12Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment
    • Y04S40/126Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment using wireless data transmission

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  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)
  • Photovoltaic Devices (AREA)

Abstract

The present invention discloses the monitoring of distributed solar energy electricity generation system and remote diagnosis SaaS platforms, and it includes:Data acquisition module, each it is independently distributed formula photovoltaic system and is assigned data acquisition module, data acquisition module is used for the monitoring data for gathering distributed photovoltaic system;Data transmission module, it is connected with data acquisition module, for monitoring data to be uploaded into the webserver;Operation/maintenance data storehouse, is connected with the webserver, for preserving monitoring data;Operation management module, it is connected with operation/maintenance data storehouse, for being judged monitoring data and being analyzed, if this group of monitoring data has problem or potential safety hazard, proposes corresponding solution.Distributed solar energy electricity generation system monitoring of the present invention and remote diagnosis SaaS platforms, the O&M level of small distributed power station and electricity generation system can be effectively improved, ensure the gene-ration revenue of small miniature photovoltaic user.

Description

Distributed solar energy electricity generation system monitors and remote diagnosis SaaS platforms
Technical field
The present invention relates to solar energy power generating field, and in particular to a kind of monitoring of distributed solar energy electricity generation system with it is remote Journey diagnoses SaaS platforms.
Background technology
Distribution in China formula solar energy power generating at present has obtained sufficient attention and development at full speed.It is either extensive Ground photovoltaic plant or mw scale more than roof distributed power station, O&M all generally existing equipment qualities in power station ask Several big problems such as topic, Frequent Troubles, potential safety hazard are more, daily management is not in place and generated energy room for promotion is big, along with fortune Tie up management work flow and lack systematicness, power station operation maintenance personnel lacks the ABC to photovoltaic DC electricity generation system, Yi Jichuan The power SCADA software of system can not meet the special production requirement of photovoltaic generation, even more highlight the importance of professional O&M.
On the other hand most of small distributed photovoltaic installation scale is smallers, on small-sized or private roof, and The operation maintenance personnel of specialty will not be equipped with;Owner does not typically also possess relevant professional knowledge, usually can not in time find and solution is asked Topic.Also owner uses some monitoring systems to be used as O&M, but monitoring information simply simply collection and presentation, lack and divide Analysis ability;And owner needs many monitoring hardware equipment of extra purchase, cost is higher.Therefore towards small minisize distributed type photovoltaic electric It is distributed photovoltaic industry difficult point urgently to be resolved hurrily to stand and carry out the operation management of more effective Life cycle.
National Energy Board is in issue《Solar energy development " 13 " planning》Middle proposition, 100 points are built up to the year two thousand twenty Cloth photovoltaic application demonstration area, 80% new building roof, 50% existed building roof installation photovoltaic generation in garden, point The cloth project output value about trillion, this has greatly promoted development of the distributed photovoltaic in China.
There is many highly efficient and safe photovoltaic plant O&M solution to obtain widely should recently both at home and abroad With these new technologies typically all have the Whole Course Management function of " intelligent monitoring, remote diagnosis, quantization income ".But mostly Number new technology is due to being integrated with substantial amounts of monitoring module and access device, and software and hardware is all complex, more suitable for big-and-middle-sized rule The centralized and distributed power station of mould.And for another big main body of distributed photovoltaic:" small-scale roof power station is (kilowatt to million Watt Sub-scale) ", the application of these technologies is due to technical complexity and cost and by a definite limitation.
The content of the invention
In order to solve the above-mentioned technical problem, the present invention proposes the monitoring of distributed solar energy electricity generation system and remote diagnosis SaaS platforms, the O&M level of small distributed power station and electricity generation system can be effectively improved, ensure the hair of small miniature photovoltaic user Electric income.
In order to achieve the above object, technical scheme is as follows:
The monitoring of distributed solar energy electricity generation system includes with remote diagnosis SaaS platforms:Data acquisition module, it is each independent Distributed photovoltaic system is assigned data acquisition module, and data acquisition module is used for the monitoring number for gathering distributed photovoltaic system According to;Data transmission module, it is connected with data acquisition module, for monitoring data to be uploaded into the webserver;Operation/maintenance data storehouse, It is connected with the webserver, for preserving monitoring data;Operation management module, it is connected with operation/maintenance data storehouse, for monitoring number According to being judged and analyzed, if this group of monitoring data has problem or potential safety hazard, corresponding solution is proposed.
The monitoring of distributed solar energy electricity generation system and remote diagnosis SaaS platform combination artificial intelligence and deep learning algorithm, It can realize lasting to system equipment, running status, generating data, system in the Life cycle of distributed photovoltaic system The key equipments such as efficiency and parameter are monitored and diagnosed.When equipment and state occur abnormal, early warning in time and can notify Developer, owner and operation management mechanism, and propose solution and risk analysis for particular problem.
On the basis of above-mentioned technical proposal, following improvement can be also done:
As preferable scheme, in addition to O&M solution database, for preserving the solution party of a variety of different problems Case, operation management module are connected with O&M solution database, when operation management module judges that this group of monitoring data has event When barrier or potential safety hazard, operation management module searches out suitable solution from O&M solution database.
Using above-mentioned preferable scheme, it is easy to operation management module to be quickly found out suitable solution.
As preferable scheme, in addition to user log-in block, user is according to the name of itself, the title of company, code Or one or more modes such as user name are logged in, user log-in block assigns the user according to the different attribute of user and corresponded to Authority, different authorities have consult different pieces of information qualification.
Using above-mentioned preferable scheme, ensure the security of platform.
As preferable scheme, distributed photovoltaic system includes one or more of equipment:Photovoltaic module, inverter, Energy-storage battery, two-way ammeter, charging pile.
, can be with many monitoring using above-mentioned preferable scheme.
As preferable scheme, monitoring data includes one or more of data:It is distributed corresponding to this group of monitoring data Address, meteorology and the insolation data of distributed photovoltaic system corresponding to the code or title of formula photovoltaic system, this group of monitoring data, The generated energy of photovoltaic module, the prospective earnings of photovoltaic module, the years already spent of photovoltaic module, the aging situation of inverter, storage Can the amount of storage of battery, the tabular value of two-way ammeter, the service condition of charging pile.
Using above-mentioned preferable scheme, it is possible to achieve many monitoring.
As preferable scheme, data transmission module uses one or more modes in wired, Wifi, 3G, 4G, GPRS Monitoring data is uploaded to the webserver.
Using above-mentioned preferable scheme, plurality of data transmission modes can be used, ensures the validity of data transfer and reliable Property.
As preferable scheme, in addition to notify to connection module, when operation management module judges that this group of monitoring data is present Problem or potential safety hazard, notify that the solution of proposition is sent into suitable O&M mechanism to connection module, and be pushed to corresponding Owner and/or developer.
Using above-mentioned preferable scheme, simplify cumbersome commercial affairs and transaction flow, accomplish that online and offline efficiently combine.
As preferable scheme, notify to connection module according to the complexity of solution, the prestige of each O&M mechanism, valency Lattice, speciality and each O&M mechanism are judged that it is suitable to find out with having the distance between problematic distributed photovoltaic system O&M mechanism.
Using above-mentioned preferable scheme, it is easy to owner to make accurate selection.
Brief description of the drawings
Fig. 1 is distributed solar energy electricity generation system provided in an embodiment of the present invention monitoring and the knot of remote diagnosis SaaS platforms Structure block schematic illustration.
Wherein:1 data acquisition module, 2 data transmission modules, 3 webservers, 4 operation/maintenance data storehouses, 5 operation management moulds Block, 6 user log-in blocks, 7 O&M solution databases, 8 notices are to connection module.
Embodiment
The preferred embodiment that the invention will now be described in detail with reference to the accompanying drawings.
In order to reach the purpose of the present invention, the monitoring of distributed solar energy electricity generation system and remote diagnosis SaaS platforms are wherein In some embodiments,
As shown in figure 1, the monitoring of distributed solar energy electricity generation system includes with remote diagnosis SaaS platforms:
Data acquisition module 1, each it is independently distributed formula photovoltaic system and is assigned data acquisition module 1, data acquisition module For gathering the monitoring data of distributed photovoltaic system;
Data transmission module 2, it is connected with data acquisition module 1, for monitoring data to be uploaded into the webserver 3;
Operation/maintenance data storehouse 4, it is connected with the webserver 3, for preserving monitoring data;
Operation management module 5, it is connected with operation/maintenance data storehouse 4, for being judged monitoring data and being analyzed, if the group is supervised There is problem or potential safety hazard in control data, then propose corresponding solution.
Distributed solar energy electricity generation system monitors also includes user log-in block 6, Yong Hugen with remote diagnosis SaaS platforms Logged according to one or more modes such as the name of itself, the title of company, code or user names, user log-in block 6 Authority corresponding to the user is assigned according to the different attribute of user, different authorities has the qualification for consulting different pieces of information, ensures flat The security of platform.User can be owner, developer and O&M mechanism.
Distributed photovoltaic system includes:Photovoltaic module, inverter, energy-storage battery, two-way ammeter, charging pile.
Data transmission module 2 is uploaded monitoring data using one or more modes in wired, Wifi, 3G, 4G, GPRS To the webserver.
SaaS platforms disclosed by the invention can access substantial amounts of independent and scattered photovoltaic system, and mutual phase information simultaneously It is independent.
The present invention carries out data acquisition and monitoring using data acquisition module 1, and data biography is carried out using data transmission module 2 It is defeated, brought great convenience for the O&M and management of distributed photovoltaic systems life cycle, be available for the packet for gathering and monitoring Include but be not limited to:Divide corresponding to the code of distributed photovoltaic system corresponding to this group of monitoring data or title, this group of monitoring data Address, meteorology and the insolation data of cloth photovoltaic system, the generated energy of photovoltaic module, the prospective earnings of photovoltaic module, photovoltaic group The use of the years already spent of part, the aging situation, the amount of storage of energy-storage battery, the tabular value of two-way ammeter, charging pile of inverter Situation.
Device data and information are transmitted to the webserver 3 by a variety of transmission means of data transmission module 2 in real time, The scattered situation of multi-system equipment integrates the data in certain area based on the mode without net WiFi, is utilizing 3G/4G/GPRS's Communication is back to the server (virtual monitor and Operation and Maintenance Center) based on cloud, it will help accelerates cloth to help communication network, and provides Stable transmission quality.
In SaaS platforms, the monitoring data of the small distributed electricity generation system of all accesses will all be used as operation/maintenance data storehouse A part stored, calculated and analyzed.All data within systems life cycle will obtain persistence and backup, And add network security encryption measures and guarantee data security.
To realize long-distance intelligent diagnostic function, information sum of the SaaS platforms using operation management module 5 to electricity generation system According to being handled and being diagnosed, for the system and potential safety hazard that diagnosis is abnormal, and corresponding solution is proposed.
For operator or developer user, it can be established using the technology of the present invention in virtual monitor and O&M The heart, using SaaS platforms and Cloud Server, while multiple systems and multichannel data are monitored, the O&M problem of diagnosis can also use The mode of integrated treatment, so as to greatly reduce O&M cost, share the burden of low profile photovoltaic system user.
Whole SaaS systems and each database and its interface have also taken into full account the key elements such as information security, there is provided multi-layer security Protection and network security measures, farthest guarantee data security and user profile is secret.It is also equipped with preferably opening up simultaneously Malleability, i.e., with technology, standard and the increase or modification that access electrical equipment, SaaS platforms and the distributed power generation system monitored System is with the expansion capability adapted to therewith, so as to ensure the operation management and service in photovoltaic system Life cycle.
Distributed solar energy electricity generation system monitoring of the present invention has the beneficial effect that with remote diagnosis SaaS platforms:
First, the present invention propose based on SaaS platforms towards the more easy of small distributed photovoltaic generating system and The monitoring of intelligence and remote Diagnosis Technology, it is embedded simplified intelligent monitoring and diagnostic device in system design stage, with reference to people Work intelligence and deep learning algorithm, it is possible to achieve lasting to system equipment, running status, hair in the Life cycle of system The key equipments such as electric data, system effectiveness and parameter are monitored and diagnosed., can be timely when equipment and state occur abnormal Early warning simultaneously notifies developer, owner and operation management mechanism, and proposes solution and risk analysis for particular problem.
Second, by SaaS, (Software-as-a-Service softwares service, a kind of based on network and cloud computing New software service mode) software is monitored and remote diagnosis to small distributed photovoltaic generating system, without any existing Field operation and cumbersome physical model, based on the accurate analysis system historic state of deep learning algorithm and real-time working condition, user (owner, developer or operation management mechanism) can obtain the real time information of electricity generation system by network, and can supervise simultaneously Control it is multiple be independently distributed formula system mutually, the very big cost and complexity for reducing independent O&M.The present invention is based on simultaneously SaaS platforms, user directly can be used by network or mobile device access, and simple and clear visualization UI interfaces allow small-sized The data of distributed photovoltaic power generation system are very clear.
3rd, the technology of the present invention is based on more photovoltaic power station number of devices, local position distribution (trouble point is more), is difficult to soon Speed diagnosis, user owner are proposed based on the O&M on SaaS software platforms and network cloud service infrastructure without difficult points such as professional knowledges Pattern, on line concentration under " virtual monitor " combination " intelligent diagnostics ", line " comprehensive operation management " combinations " on-demand service " in it is integral simultaneously Effectively combine.It is horizontal that the O&M in small distributed power station and electricity generation system can be effectively improved, ensure the hair of small miniature photovoltaic user Electric income.
4th, the present invention has abundant extension, and integrated (monitoring sensor is integrated, system equipment and intelligent power equipment collection Into), unified accessibility (using the communication mode of standard, can access different manufacturers monitoring devices) and the high (nothing of reliability Line transmission, breakpoint transmission, data check) the advantages that, can be effectively real suitable for the intelligent operation platform in small distributed power station Effective management and control of existing distributed photovoltaic O&M process.
In order to further optimize the implementation result of the present invention, in other embodiment, remaining feature technology phase Together, difference is, in addition to O&M solution database 7, for preserving the solution of a variety of different problems, O&M Management module is connected with O&M solution database 7, when operation management module 5 judges that this group of monitoring data has failure or peace During full hidden danger, operation management module 5 searches out suitable solution from O&M solution database 7.
Using above-mentioned preferable scheme, for the system and potential safety hazard that diagnosis is abnormal, SaaS platforms establish O&M solution Certainly scheme database 7, it is easy to operation management module to be quickly found out suitable solution.
Further, in addition to notice is to connection module 8, when operation management module 5 judge this group of monitoring data exist problem or Potential safety hazard, notify that the solution of proposition is sent into suitable O&M mechanism to connection module 8, and be pushed to corresponding owner And/or developer.
Using above-mentioned preferable scheme, real time propelling movement information to user, including owner, developer and O&M mechanism, so as to Implement necessary O&M measure and the remote control management in time, accomplish that online and offline efficiently combine.Utilize this technology and side The owner and user of case, even compact electrical generating systems can also know that the operating mode and state of system, and monitoring system exist in time Performance under the conditions of long-time Different climate.It can accomplish effectively to know in early days as early as possible for the equipment fault and decay being likely to occur Not and it is controlled by, the maximized generated energy and income for increasing system in life cycle.
Further, notify to connection module 8 according to the complexity of solution, prestige, price, the speciality of each O&M mechanism And each O&M mechanism is judged with having the distance between problematic distributed photovoltaic system, finds out suitable O&M machine Structure.
Using above-mentioned preferable scheme, it is easy to owner to make accurate selection.
The above is only the preferred embodiment of the present invention, it is noted that for the person of ordinary skill of the art, Without departing from the concept of the premise of the invention, various modifications and improvements can be made, these belong to the guarantor of the present invention Protect scope.

Claims (8)

1. distributed solar energy electricity generation system monitors and remote diagnosis SaaS platforms, it is characterised in that including:
Data acquisition module, each it is independently distributed formula photovoltaic system and is assigned data acquisition module, the data acquisition module is used In the monitoring data of collection distributed photovoltaic system;
Data transmission module, it is connected with the data acquisition module, for monitoring data to be uploaded into the webserver;
Operation/maintenance data storehouse, it is connected with the webserver, for preserving monitoring data;
Operation management module, it is connected with the operation/maintenance data storehouse, for being judged monitoring data and being analyzed, if the group monitors There is problem or potential safety hazard in data, then propose corresponding solution.
2. distributed solar energy electricity generation system monitoring according to claim 1 exists with remote diagnosis SaaS platforms, its feature In, in addition to O&M solution database, for preserving the solution of a variety of different problems, the operation management module with The O&M solution database connection, when the operation management module judges that this group of monitoring data has failure or safety is hidden When suffering from, the operation management module searches out suitable solution from the O&M solution database.
3. distributed solar energy electricity generation system monitoring according to claim 1 exists with remote diagnosis SaaS platforms, its feature In, in addition to user log-in block, user is according to itself name, the one or more such as title, code or user name of company Mode is logged in, user log-in block authority according to corresponding to the different attribute of user assigns the user, different power Limit is with the qualification for consulting different pieces of information.
4. distributed solar energy electricity generation system monitoring according to claim 1 exists with remote diagnosis SaaS platforms, its feature In the distributed photovoltaic system includes one or more of equipment:Photovoltaic module, inverter, energy-storage battery, two-way electricity Table, charging pile.
5. distributed solar energy electricity generation system monitoring according to claim 1 exists with remote diagnosis SaaS platforms, its feature In the monitoring data includes one or more of data:The code of distributed photovoltaic system corresponding to this group of monitoring data Or the generating of address, meteorology and the insolation data, photovoltaic module of distributed photovoltaic system corresponding to title, this group of monitoring data Amount, the aging situation of the prospective earnings of photovoltaic module, the years already spent of photovoltaic module, inverter, the amount of storage of energy-storage battery, The tabular value of two-way ammeter, the service condition of charging pile.
6. distributed solar energy electricity generation system monitoring according to claim 1 exists with remote diagnosis SaaS platforms, its feature In the data transmission module uses one or more modes in wired, Wifi, 3G, 4G, GPRS to be uploaded to monitoring data The webserver.
7. distributed solar energy electricity generation system monitoring according to claim 1 exists with remote diagnosis SaaS platforms, its feature In, in addition to notify to connection module, when the operation management module judges that this group of monitoring data has problem or potential safety hazard, institute State notice and suitable O&M mechanism is sent to by the solution of proposition to connection module, and be pushed to corresponding owner and/or open Send out business.
8. distributed solar energy electricity generation system monitoring according to claim 7 exists with remote diagnosis SaaS platforms, its feature In the notice is to connection module according to the complexity of solution, the prestige of each O&M mechanism, price, speciality and each fortune Dimension mechanism is judged with having the distance between problematic distributed photovoltaic system, finds out suitable O&M mechanism.
CN201710406877.4A 2017-06-02 2017-06-02 Distributed solar energy electricity generation system monitors and remote diagnosis SaaS platforms Pending CN107395117A (en)

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Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108109077A (en) * 2017-12-29 2018-06-01 海南绿色能源与环境工程技术研究院 A kind of trans-regional clean energy resource internet system
CN108321929A (en) * 2018-01-15 2018-07-24 国电南瑞科技股份有限公司 A kind of extra-high voltage direct-current boss station collaboration alarm method based on substation diagnosis
CN108879947A (en) * 2018-06-06 2018-11-23 华南理工大学 A kind of distributed photovoltaic power generation Control management system based on deep learning algorithm
CN109149770A (en) * 2018-09-10 2019-01-04 浙江电腾云光伏科技有限公司 A kind of Modularized pipe platform of a wide range of distributing photo-voltaic power generation station
CN109447587A (en) * 2018-10-30 2019-03-08 安徽尚特杰清洁能源集团有限公司 A kind of approaches to IM of photovoltaic plant operation maintenance personnel
CN109639769A (en) * 2018-11-21 2019-04-16 许昌许继软件技术有限公司 Information of charging pile processing method, messaging bus server and Service Process Server
CN110233847A (en) * 2019-06-17 2019-09-13 长沙而道新能源科技有限公司 New energy power station progress control method based on cloud monitoring and Data Encryption Transmission
CN110233847B (en) * 2019-06-17 2022-02-22 广东鹰视能效科技有限公司 New energy power station operation control method based on cloud monitoring and data encryption transmission
CN111224468A (en) * 2019-12-30 2020-06-02 宁夏百川电力股份有限公司 Photovoltaic equipment safe operation and maintenance platform based on cloud computing
CN111224468B (en) * 2019-12-30 2020-10-20 宁夏百川电力股份有限公司 Photovoltaic equipment safe operation and maintenance platform based on cloud computing
CN112350862A (en) * 2020-10-30 2021-02-09 广州市汇聚支付电子科技有限公司 Monitoring alarm and fault self-healing system

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Application publication date: 20171124