CN108335471A - Wind power plant remote real time monitoring system - Google Patents
Wind power plant remote real time monitoring system Download PDFInfo
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- CN108335471A CN108335471A CN201810052497.XA CN201810052497A CN108335471A CN 108335471 A CN108335471 A CN 108335471A CN 201810052497 A CN201810052497 A CN 201810052497A CN 108335471 A CN108335471 A CN 108335471A
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- G—PHYSICS
- G08—SIGNALLING
- G08C—TRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
- G08C17/00—Arrangements for transmitting signals characterised by the use of a wireless electrical link
- G08C17/02—Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D21/00—Measuring or testing not otherwise provided for
- G01D21/02—Measuring two or more variables by means not covered by a single other subclass
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W84/00—Network topologies
- H04W84/18—Self-organising networks, e.g. ad-hoc networks or sensor networks
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Abstract
The present invention provides wind power plant remote real time monitoring systems, including grating sensing monitoring device, wind power plant remote monitoring center and mobile monitoring equipment;Grating sensing monitoring device includes sensor node and aggregation node, sensor node, which is mounted on wind-driven generator, to be responsible for obtaining wind power plant operation data, the meteorological data of status data and wind field including wind-driven generator, each sensor node have unique ID number address;The aggregation node is responsible for the two-way information interaction between sensor node and wind power plant remote monitoring center;The wind power plant remote monitoring center receives the wind power plant operation data of grating sensing monitoring device, is analyzed wind power plant operation data, handled, stored, shown;The mobile monitoring equipment obtains the various running state informations of wind power plant by wireless network whenever and wherever possible.The present invention can carry out remote real time monitoring to wind power plant, and foundation is provided for the control of Wind turbines and predictive maintenance, the operational management of wind power plant, electric power system dispatching control.
Description
Technical field
The present invention relates to wind power plant remote real time monitoring technical fields, and in particular to wind power plant remote real time monitoring system.
Background technology
The getting worse of the problems such as with global energy crisis and environmental pollution, demand of the countries in the world to new energy are quick
Increase.A kind of wind energy abundant, widely distributed, pollution-free, reproducible new energy as reserves has huge development latent
Power.The wind energy in the whole world is about 130,000,000,000 kilowatts, and the water energy total amount than that can be developed and used on the earth is also 10 times big.Wind power plant utilizes
Wind energy is simultaneously produced electricl energy in conjunction with generator, is the principal mode of current wind power generation, is received more and more attention.Wind power plant
It is predominantly located in scarcely populated band off the beaten track, and climatic environment very severe, it is difficult to carry out on-the-spot record, therefore to wind-powered electricity generation
The remote monitoring of field, which seems, to become more and more important.
It measures the operation data of wind turbine currently, wind-driven generator is fitted with measuring device and is sent to wind power plant and remotely monitors
Center, and the wind field meteorological data at where weather station measures all is distributed in wind power plant and converges in the long-range monitoring of wind power plant
The heart.But the transmission of data is all to use wired communication network, is taken up a large area, and installs, connects up, it is all very complicated to debug, and is thrown
Rate are used and maintenance cost is very high, and are easily damaged.In addition, wind power plant generally all only has a few weather station, measurement data
It is few, it is difficult to wind field accurate simulation and to wind speed and wind power Accurate Prediction.In addition, monitoring personnel can only be remote in wind power plant
Journey monitoring center is monitored wind power plant, and Operation of Wind Power Plant can be monitored whenever and wherever possible by lacking mobile monitoring equipment.
Invention content
In view of the above-mentioned problems, the present invention provides wind power plant remote real time monitoring system.
The purpose of the present invention is realized using following technical scheme:
Provide wind power plant remote real time monitoring system, including grating sensing monitoring device, wind power plant remote monitoring center and shifting
Dynamic monitoring device;Grating sensing monitoring device includes sensor node and aggregation node, and sensor node is mounted on wind-driven generator
It is responsible for obtaining wind power plant operation data, includes the meteorological data of the status data of wind-driven generator and wind field, each sensor
Node has unique ID number address;The aggregation node is responsible for two-way between sensor node and wind power plant remote monitoring center
Information exchange;The wind power plant remote monitoring center receives the wind power plant operation data of grating sensing monitoring device, is run to wind power plant
Data are analyzed, are handled, are stored, are shown;The mobile monitoring equipment obtains wind power plant whenever and wherever possible by wireless network
Various running state informations.
Preferably, the wind power plant remote monitoring center sends the operating status letter of wind power plant to mobile monitoring equipment timing
Breath is sent immediately after the request instruction for receiving mobile monitoring equipment.
Preferably, wind power plant remote monitoring center includes data processing module, memory module, display module and data transmit-receive
Module, memory module, display module and data transmit-receive module are all connect with data processing module.
Preferably, sensor node includes sensor assembly, and sensor assembly includes one kind of at least following sensors:
Air velocity transducer is used for the wind field wind speed of measurement sensor position;
Wind transducer is used for the wind field wind direction of measurement sensor position;
Baroceptor is used for the air pressure of measurement sensor position;
Temperature Humidity Sensor, the temperature and humidity for measuring air;
Vibrating sensor, the vibration parameters for measuring wind-driven generator;
Temperature sensor, for measuring the temperature in fan engine room;
Current transformer, the stator current for measuring wind-driven generator;
Voltage transformer, the terminal voltage for measuring wind-driven generator.
Beneficial effects of the present invention are:With small, installation maintenance is simple, extension is easy, communication is flexible, monitoring is convenient
The characteristics of, remote real time monitoring can be carried out to wind power plant, be the operation of the control and predictive maintenance, wind power plant of Wind turbines
Management, electric power system dispatching control provide foundation.
Description of the drawings
Using attached drawing, the invention will be further described, but the embodiment in attached drawing does not constitute any limit to the present invention
System, for those of ordinary skill in the art, without creative efforts, can also obtain according to the following drawings
Other attached drawings.
The structure connection block diagram of Fig. 1 wind power plant remote real time monitoring system one embodiment of the present invention;
Fig. 2 is the structure connection block diagram of the wind power plant remote monitoring center of one embodiment of the invention.
Reference numeral:
Grating sensing monitoring device 1, wind power plant remote monitoring center 2, mobile monitoring equipment 3, data processing module 10, storage mould
Block 20, display module 30, data transmit-receive module 40.
Specific implementation mode
The invention will be further described with the following Examples.
Referring to Fig. 1, wind power plant remote real time monitoring system provided in this embodiment, including grating sensing monitoring device 1, wind power plant
Remote monitoring center 2, mobile monitoring equipment 3;Grating sensing monitoring device 1 includes sensor node and aggregation node, sensor node
It is responsible for obtaining wind power plant operation data on wind-driven generator, includes the gas of the status data of wind-driven generator and wind field
Image data, each sensor node have unique ID number address;The aggregation node is responsible for sensor node and wind power plant is long-range
Two-way information interaction between monitoring center 2;The wind power plant remote monitoring center 2 receives the wind power plant of grating sensing monitoring device 1
Operation data is analyzed wind power plant operation data, is handled, is stored, is shown;The mobile monitoring equipment 3 passes through wireless network
Network obtains the various running state informations of wind power plant whenever and wherever possible.
Wherein, the wind power plant remote monitoring center 2 periodically sends the operating status letter of wind power plant to mobile monitoring equipment 3
Breath is sent immediately after the request instruction for receiving mobile monitoring equipment 3.
Wherein, mobile monitoring equipment 3 is cell phone or tablet.
In one embodiment, wind power plant remote monitoring center 2 includes data processing module 10, memory module 20, display
Module 30, data transmit-receive module 40, memory module 20, display module 30, data transmit-receive module 40 all with data processing module 10
Connection.
In one embodiment, sensor node includes sensor assembly, and sensor assembly includes at least following sensors
One kind:
Air velocity transducer is used for the wind field wind speed of measurement sensor position;
Wind transducer is used for the wind field wind direction of measurement sensor position;
Baroceptor is used for the air pressure of measurement sensor position;
Temperature Humidity Sensor, the temperature and humidity for measuring air;
Vibrating sensor, the vibration parameters for measuring wind-driven generator;
Temperature sensor, for measuring the temperature in fan engine room;
Current transformer, the stator current for measuring wind-driven generator;
Voltage transformer, the terminal voltage for measuring wind-driven generator.
The above embodiment of the present invention is with small, installation maintenance is simple, extension is easy, communication is flexible, monitoring is convenient
Feature can carry out remote real time monitoring to wind power plant, be the operation pipe of the control and predictive maintenance, wind power plant of Wind turbines
Reason, electric power system dispatching control provide foundation.
In one embodiment, it after disposing sensor node, needs to carry out redundancy analysis to sensor node, specially:
(1) multiple sensor nodes are affixed one's name to inside the monitoring region of setting;
(2) redundancy analysis is carried out to each sensor node, if sensor node meets following redundancy condition, by the sensing
Device node is considered as redundant node:
In formula, it is remaining sensor node in sensor node communication range to define neighbor node, and A (i) is indicated
The neighbor node set of sensor node i, Ω (∪j∈A(i)J ∩ i) indicate setting monitoring region inner sensor node i prison
The intersection of range and the monitoring range of neighbor node in communication range is controlled, Ω (i) is the total monitoring models of sensor node i
It encloses;GmaxFor the maximum redundancy degree of setting, GminFor the minimum redundancy of setting, di-oIndicate sensor node i to aggregation node
Distance, dminTo monitor the lowest distance value of region inner sensor node and aggregation node, L is the length for monitoring region;
(3) redundant node list is built according to determining redundant node and redundant node list is sent to aggregation node.
Optionally, above-mentioned redundancy analysis can be carried out by computer.
The present embodiment provides measurement index by the setting of redundancy condition to carry out redundancy analysis to sensor node,
Improve the efficiency that redundancy analysis is carried out to sensor node.It is superfluous by maximum redundancy degree threshold value, minimum when setting redundancy condition
The setting of remaining threshold value, by the control of redundancy threshold value in certain zone of reasonableness, it is ensured that the precision of redundancy analysis.
When the present embodiment closer to the sensor node of aggregation node to carrying out Redundancy Analysis, according to redundancy condition,
Corresponding redundancy threshold value bigger, this correspondingly reduce apart from aggregation node closer to region in sensor node be confirmed as
The quantity of redundant node, to be beneficial to reduce apart from aggregation node closer to region in sensor node suspend mode rate so that
Apart from aggregation node closer to region can have the work that more sensor nodes carry out wind power plant operation data acquisitions and transmission
Make, reduce the load capacity of single sensor node in the region, realizes energy consumption balance.
In one embodiment, aggregation node according to the dormancy mechanism of setting to being determined as the sensor node of redundant node
Suspend mode is carried out, remaining sensor node constitutes wireless sensor network by Ad hoc mode, starts to acquire in sensing range
Wind power plant operation data.
In the related technology, random placement sensor node usually will appear the case where bulk redundancy node, bring information superfluous
It is remaining excessively, energy excess waste the problem of.To solve the problems, such as this, the present embodiment to redundant node carry out suspend mode by way of come
The deployment for optimizing sensor node advantageously reduces the energy consumption of wind power plant operation data acquisition and transmission, extends wireless sensor
Network morals, to improve the reliability of system operation.
In one embodiment, set dormancy mechanism as:
(1) aggregation node determines the information of neighbor nodes of each redundant node in redundant node list;
(2) redundant node for receiving suspend mode judgement information interacts the information for obtaining neighbor node by node, and according to neighbour
The information for occupying node carries out suspend mode judgement to corresponding redundant node, when meeting following sleep condition by the state of redundant node
It is changed into suspend mode:
In formula, N (μ) is the neighbor node quantity of the non-suspend mode of sensor node μ, and n (μ) is not stopping for sensor node μ
Current remaining is less than the neighbor node number of setting energy threshold in dormancy neighbor node, and k is regulatory factor, and η is setting
Coverage threshold value.
Optionally, the value range of k is [1,1.2].
If the state of redundant node is set as suspend mode, the coverage rate of wireless sensor network can be reduced, if right
The state of multiple redundant nodes is set as suspend mode simultaneously, it will a large amount of perception blind spot occurs.It in the related technology usually will sensing
The redundancy mean value of device node is usedIt indicates, wherein N is the number of nodes in sensor node neighborhood, and in redundancy
By the mode setting of the sensor node as suspend mode when degree mean value is more than the coverage threshold value set, this mode is not examined
Consider the state of sensor node neighborhood interior joint, does not also account for sensor node energy is relatively low in neighborhood situation to net
The influence of network coverage.In fact if the energy in ambient sensors node is universal lower into suspend mode, it will
Relative increase aggravates the failure speed compared with low energy sensor node, drop compared with the load of low energy sensor node to generate
The adverse consequences of low network stabilization.The present embodiment improves suspend mode judgement side in the related technology when setting sleep condition
Formula, it is contemplated that the relatively low situation of the state and energy of sensor node neighborhood interior joint so that suspend mode judgement is more flexible, together
Shi Youxiao avoids above-mentioned adverse consequences.
In one embodiment, the state for the redundant node for meeting sleep condition is changed into suspend mode by aggregation node
When, the dormancy time of redundant node is set according to the following formula:
In formula, TaIndicate the dormancy time of the redundant node a for meeting sleep condition of setting, TminFor the most vacationette of setting
It sleeps the time, EabFor the current remaining of b-th of neighbor node of redundant node a, maFor the neighbor node number of redundant node a
Amount, EminIt is the delay time of setting that the minimum energy value of work, T are maintained for sensor node.
Sensor node is easy failure, the failure of sensor node in minimum energy value of the dump energy less than setting
The network coverage will be reduced.Based on the problem, the state for the redundant node for meeting sleep condition is changed into not by the present embodiment
When sleep mode, the dormancy time of redundant node is set based on the energy of ambient sensors node so that ambient sensors node
Energy it is relatively low when redundant node dormancy time it is shorter, be conducive to promote the redundant node into suspend mode can be surrounding
Sensor node will wake up and enters working condition, the perception that fill sensor node may be brought in failure when will fail
The covering quality of network is effectively ensured in blind spot, improves wind power plant remote real time monitoring system in acquisition wind power plant operation data side
The stability in face.
Finally it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than the present invention is protected
The limitation of range is protected, although being explained in detail to the present invention with reference to preferred embodiment, those skilled in the art answer
Work as understanding, technical scheme of the present invention can be modified or replaced equivalently, without departing from the reality of technical solution of the present invention
Matter and range.
Claims (6)
1. wind power plant remote real time monitoring system, characterized in that including grating sensing monitoring device, wind power plant remote monitoring center and shifting
Dynamic monitoring device;Grating sensing monitoring device includes sensor node and aggregation node, and sensor node is mounted on wind-driven generator
It is responsible for obtaining wind power plant operation data, includes the meteorological data of the status data of wind-driven generator and wind field, each sensor
Node has unique ID number address;The aggregation node is responsible for two-way between sensor node and wind power plant remote monitoring center
Information exchange;The wind power plant remote monitoring center receives the wind power plant operation data of grating sensing monitoring device, is run to wind power plant
Data are analyzed, are handled, are stored, are shown;The mobile monitoring equipment obtains wind power plant whenever and wherever possible by wireless network
Various running state informations.
2. wind power plant remote real time monitoring system according to claim 1, characterized in that the wind power plant is remotely in monitoring
The heart sends the running state information of wind power plant or in the request instruction for receiving mobile monitoring equipment to mobile monitoring equipment timing
It sends immediately afterwards.
3. wind power plant remote real time monitoring system according to claim 2, characterized in that sensor node includes sensor
Module, sensor assembly include one kind of at least following sensors:
Air velocity transducer is used for the wind field wind speed of measurement sensor position;
Wind transducer is used for the wind field wind direction of measurement sensor position;
Baroceptor is used for the air pressure of measurement sensor position;
Temperature Humidity Sensor, the temperature and humidity for measuring air;
Vibrating sensor, the vibration parameters for measuring wind-driven generator;
Temperature sensor, for measuring the temperature in fan engine room;
Current transformer, the stator current for measuring wind-driven generator;
Voltage transformer, the terminal voltage for measuring wind-driven generator.
4. wind power plant remote real time monitoring system according to claim 1, characterized in that wind power plant remote monitoring center packet
Include data processing module, memory module, display module and data transmit-receive module, memory module, display module and data transmit-receive mould
Block is all connect with data processing module.
5. according to claim 1-4 any one of them wind power plant remote real time monitoring systems, characterized in that aggregation node according to
The dormancy mechanism of setting carries out suspend mode to the sensor node for being determined as redundant node, remaining sensor node passes through self-organizing side
Formula constitutes wireless sensor network, starts to acquire the wind power plant operation data in sensing range.
6. wind power plant remote real time monitoring system according to claim 5, characterized in that set dormancy mechanism as:
(1) aggregation node determines the information of neighbor nodes of each redundant node in redundant node list;
(2) redundant node for receiving suspend mode judgement information interacts the information for obtaining neighbor node by node, and is saved according to neighbours
The information of point carries out suspend mode judgement to corresponding redundant node, changes the state of redundant node when meeting following sleep condition
For suspend mode:
In formula, N (μ) is the neighbor node quantity of the non-suspend mode of sensor node μ, and the non-suspend mode that n (μ) is sensor node μ is adjacent
Occupying current remaining in node, less than the neighbor node number for setting energy threshold, κ is regulatory factor, and η is the covering of setting
Spend threshold value.
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Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109341888A (en) * | 2018-10-26 | 2019-02-15 | 广州源贸易有限公司 | Motor temperature intelligent monitoring device |
CN109357779A (en) * | 2018-11-02 | 2019-02-19 | 东莞幻鸟新材料有限公司 | A kind of motor temperature monitoring system based on wireless sensor network |
CN113469526A (en) * | 2021-06-30 | 2021-10-01 | 华能国际电力股份有限公司广西清洁能源分公司 | Wind power plant sensing system suitable for complex wind area |
CN117332204A (en) * | 2023-11-29 | 2024-01-02 | 中国电建集团西北勘测设计研究院有限公司 | Method, device and equipment for determining influence of wind power plant on surface temperature |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102802246A (en) * | 2012-08-06 | 2012-11-28 | 电子科技大学 | Energy saving method and dormancy decision making system of wireless sensor network |
CN103648097A (en) * | 2013-11-22 | 2014-03-19 | 中国电子科技集团公司第二十八研究所 | A distributed-type video cooperation scheduling method based on a wireless sensor network |
CN104023350A (en) * | 2014-06-18 | 2014-09-03 | 河海大学 | Self-healing method for wind turbine generator condition monitoring system |
CN104168631A (en) * | 2014-01-06 | 2014-11-26 | 北京航空航天大学 | Wireless sensor network energy balance coverage scheduling and cross-layer routing design method |
CN104301965A (en) * | 2014-10-16 | 2015-01-21 | 西安理工大学 | Wireless sensor network inhomogeneous cluster node scheduling method |
CN104378771A (en) * | 2014-11-28 | 2015-02-25 | 北京农业信息技术研究中心 | Blackspot-prediction farmland time-varying heterogeneous network node deployment and interactive dispatching method |
CN105427566A (en) * | 2015-12-09 | 2016-03-23 | 华南理工大学 | Wind power plant remote real-time monitoring system and method based on wireless sensor network |
CN107316450A (en) * | 2017-06-24 | 2017-11-03 | 深圳森阳环保材料科技有限公司 | A kind of transmission line of electricity monitoring system based on wireless sensor network |
CN107317706A (en) * | 2017-06-24 | 2017-11-03 | 深圳市创艺工业技术有限公司 | A kind of power transmission line intelligent monitoring system |
-
2018
- 2018-01-19 CN CN201810052497.XA patent/CN108335471A/en active Pending
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102802246A (en) * | 2012-08-06 | 2012-11-28 | 电子科技大学 | Energy saving method and dormancy decision making system of wireless sensor network |
CN103648097A (en) * | 2013-11-22 | 2014-03-19 | 中国电子科技集团公司第二十八研究所 | A distributed-type video cooperation scheduling method based on a wireless sensor network |
CN104168631A (en) * | 2014-01-06 | 2014-11-26 | 北京航空航天大学 | Wireless sensor network energy balance coverage scheduling and cross-layer routing design method |
CN104023350A (en) * | 2014-06-18 | 2014-09-03 | 河海大学 | Self-healing method for wind turbine generator condition monitoring system |
CN104301965A (en) * | 2014-10-16 | 2015-01-21 | 西安理工大学 | Wireless sensor network inhomogeneous cluster node scheduling method |
CN104378771A (en) * | 2014-11-28 | 2015-02-25 | 北京农业信息技术研究中心 | Blackspot-prediction farmland time-varying heterogeneous network node deployment and interactive dispatching method |
CN105427566A (en) * | 2015-12-09 | 2016-03-23 | 华南理工大学 | Wind power plant remote real-time monitoring system and method based on wireless sensor network |
CN107316450A (en) * | 2017-06-24 | 2017-11-03 | 深圳森阳环保材料科技有限公司 | A kind of transmission line of electricity monitoring system based on wireless sensor network |
CN107317706A (en) * | 2017-06-24 | 2017-11-03 | 深圳市创艺工业技术有限公司 | A kind of power transmission line intelligent monitoring system |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109341888A (en) * | 2018-10-26 | 2019-02-15 | 广州源贸易有限公司 | Motor temperature intelligent monitoring device |
CN109357779A (en) * | 2018-11-02 | 2019-02-19 | 东莞幻鸟新材料有限公司 | A kind of motor temperature monitoring system based on wireless sensor network |
CN113469526A (en) * | 2021-06-30 | 2021-10-01 | 华能国际电力股份有限公司广西清洁能源分公司 | Wind power plant sensing system suitable for complex wind area |
CN117332204A (en) * | 2023-11-29 | 2024-01-02 | 中国电建集团西北勘测设计研究院有限公司 | Method, device and equipment for determining influence of wind power plant on surface temperature |
CN117332204B (en) * | 2023-11-29 | 2024-06-07 | 中国电建集团西北勘测设计研究院有限公司 | Method, device and equipment for determining influence of wind power plant on surface temperature |
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