CN103728117B - System for collecting and analyzing water power test data of marine monitoring instrument device model - Google Patents

System for collecting and analyzing water power test data of marine monitoring instrument device model Download PDF

Info

Publication number
CN103728117B
CN103728117B CN201310755686.0A CN201310755686A CN103728117B CN 103728117 B CN103728117 B CN 103728117B CN 201310755686 A CN201310755686 A CN 201310755686A CN 103728117 B CN103728117 B CN 103728117B
Authority
CN
China
Prior art keywords
data
sensor
acquisition unit
capture card
device model
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
CN201310755686.0A
Other languages
Chinese (zh)
Other versions
CN103728117A (en
Inventor
杨宁
朱晓阳
李彦
王花梅
熊焰
齐连明
路宽
李超
杨磊
王士
王士一
韩林生
宋雨泽
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
National Ocean Technology Center
Original Assignee
National Ocean Technology Center
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by National Ocean Technology Center filed Critical National Ocean Technology Center
Priority to CN201310755686.0A priority Critical patent/CN103728117B/en
Publication of CN103728117A publication Critical patent/CN103728117A/en
Application granted granted Critical
Publication of CN103728117B publication Critical patent/CN103728117B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Arrangements For Transmission Of Measured Signals (AREA)

Abstract

The invention discloses a kind of system for collecting and analyzing water power test data of marine monitoring instrument device model, including measuring sensor, data acquisition unit and data analytics server, measure the sensor that sensor includes measuring wind speed, flow velocity, wave height hydrodynamic environment parameter, also include the sensor that objective body performance parameter is measured;Data acquisition unit comprises real-time processor, fpga logic controller, capture card, power supply and cabinet;Each capture card passage is provided with the interface of current sensor or voltage sensor;The mode using Star topology between fpga logic controller and capture card is connected, and is communicated by spi bus;Data analytics server comprises four main modular, respectively data reception module, data memory module, data analysis module and data disaply moudle.This system achieves synchronous acquisition multiple measurement factor data, in real time monitoring and measures the change of key element, analysis and the function of management exercise data, thus provides effective experimental technique means for assessment monitoring instrument equipment service behaviour under actual marine environment.

Description

System for collecting and analyzing water power test data of marine monitoring instrument device model
Technical field
The present invention relates to the data acquisition for ocean monitor instrument device model hydrodynamic test field and divide Analysis technology, particularly relates to one and is monitored instrument and equipment under the conditions of ocean dynamical environment experimental trough The data collection and transmission of model test.
Background technology
The development of marine monitoring technology depends on the technical merit of various ocean monitor instrument equipment, by opening Exhibition ocean monitor instrument device model hydrodynamic test, improves instrument and equipment R & D Level targetedly, Strengthen its environmental suitability and job stability, motivate technical transformation of the factory with financial strength application paces, to research marine monitoring skill Art has important function.Stormy waves mobilization force environment in laboratory and monitoring instrument device model performance are carried out Synchro measure, is the technical theme of ocean monitor instrument device model hydrodynamic test, gathers number exactly According to, scientifically analyze data, monitoring instrument equipment service behaviour under actual marine environment is commented Estimate, thus provide foundation for improving the design parameter of monitoring instrument equipment, improve ocean monitor instrument equipment Model test and the level of test.
Ocean monitor instrument device model hydrodynamic test, needs at the experiment water disposing data collecting system Groove is carried out, ocean monitor instrument device model is deployed in flume experiment district, tank realize to oceanic winds, Wave, the simulation of mobilization force environment, data collecting system realizes setting hydrodynamic environment and ocean monitor instrument The measurement of standby performance.
At present, the data collecting system set up in the most all kinds of experimental troughs, to multiple measurement key element Data collection synchronous the highest, later data analyze and process during often by data interpolating etc. Method makes up the problem of data syn-chronization difference, and lacks test measurement data and analyze data system ground Management, lacks in process of the test the real-time monitoring measuring key element, thus affects indoor model hydrodynamic force Test the accuracy to the assessment of ocean monitor instrument equipment service behaviour, it is impossible to meet growing ocean The demand of monitoring instrument device model hydrodynamic test.
Summary of the invention
The problem existed for existing experimental trough data collecting system, the present invention releases a kind of novel knot The system for collecting and analyzing water power test data of marine monitoring instrument device model of structure, synchronous acquisition is tested During wind, wave, mobilization force environmental data and the performance data of ocean monitor instrument device model, real Now to the analysis of measurement data, store, classify display and the inquiry of historical data, and to measurement data, Analyze data and the system administration of Test Information.Data collection and transmission use data acquisition unit time Clock administrative skill and multithreads computing technology realize the synchronous acquisition of multi-channel data, use data to divide The measurement data of analysis server admin test, analysis data etc., and to measurement data after off-test Carry out statistical analysis with result of the test, generate the testing journal sheet of set form, it is achieved that synchronous acquisition is multiple Measure the data of key element, system administration measurement data, analysis data and Test Information.
Carry out, in the experimental trough of ocean monitor instrument device model hydrodynamic test, arranging hydrodynamic environment Analogue means, including current generating system, wave making system and wind making system, it is achieved to oceanic winds, wave, flowing The simulation of force environment.Data collection and transmission involved in the present invention is utilized to complete hydrodynamic environment Measurement with ocean monitor instrument equipment performance.
Data collection and transmission involved in the present invention is by measuring sensor, data acquisition unit and data Analysis server forms.Measure sensor to be arranged in experimental trough, data acquisition unit and data analysis clothes Business device is arranged on outside experimental trough, measures sensor and connects data acquisition unit, and data acquisition unit connects number According to Analysis server.
Measure the sensing that sensor includes measuring the hydrodynamic environment parameters such as wind speed, flow velocity, wave height Device, also includes the biography measuring the objective body performance parameters such as pressure, pulling force, impeller torque, wheel speed Sensor.Measure sensor measurement result to be exported to data acquisition unit with the form of analog signal.
Data acquisition unit is arranged in cabinet, including real-time processor, fpga logic controller, capture card, Power supply.Each capture card comprises 8 road acquisition channels, and every paths is provided with current sensor or electricity The interface of pressure sensor, and built-in signal filter circuit and analog to digital conversion circuit, will measure sensor defeated The analog voltage signal or the analog current signal that go out are converted into data signal, the most respectively according to algorithm by former It is effective that beginning data are converted into wind speed, flow velocity, wave height, pressure, pulling force, impeller moment of torsion, wheel speed etc. Data, and measurement data is carried out locally stored, finally by Ethernet, data are uploaded.
The mode using Star topology between fpga logic controller and capture card is connected, and passes through spi bus Communicate with capture card, it is possible to directly access the hardware resource on each capture card, it is achieved to multichannel Data acquisition carries out accurate timing, triggering and Synchronization Control.Fpga logic controller onboard data conveyer System, it is possible to data are transferred to real-time controller by pci bus, real-time processor receives FPGA transmission Data, use algorithm data are processed, initial data is converted into effective measurement data, passes through It is locally stored that his built-in flash memory realizes measurement data, and by built-in Ethernet interface, will Measurement data is uploaded to data analytics server;
Fpga logic controller onboard data transmission mechanism, between fpga logic controller and real-time processor Connected by PCI parallel bus, by pci bus, data are transferred to real-time controller.Fpga logic Controller is connected by SPI universal serial bus with capture card.
Real-time processor by pci bus receive FPGA transmission data, use algorithm to data at Reason, by its built-in flash memory realize data locally stored, and by built-in Ethernet interface, Data after processing are uploaded to data analytics server.Real-time processor carries Vxworks real-time operation System, system call carries out fully according to priority, it is to avoid competition between process and the deadlock that causes and resistance Plug phenomenon.
Power supply provides the output of 12V and 24V two-way DC-isolation voltage, it is possible to for measuring sensor and data Collector is powered.Cabinet is the protective cover of data acquisition unit, electromagnetic interference signal in shield test reactor environment, For being arranged on cabinet inside circuit and power supply heat sinking, it is to avoid the corrosion to them of aqueous vapor, salinity, thus protect Card data acquisition unit is reliably, run efficiently.
Data analytics server comprises four main modular, respectively data reception module, data storage mould Block, data analysis module and data disaply moudle.Data analytics server connects data acquisition by Ethernet The real-time processor of storage, receives the data that data acquisition unit is uploaded, and data carries out Error processing, divides Measurement data, analysis data are stored local hard disk by analysis and classification display.
System for collecting and analyzing water power test data of marine monitoring instrument device model of the present invention, Achieve synchronous acquisition multiple measurement factor data, in real time monitoring to measure the change of key element, analyze and manage The function of test data, thus for gathering the environment of indoor ocean monitor instrument device model hydrodynamic test Data and objective body performance data, assessment monitoring instrument equipment service behaviour under actual marine environment carry Effective experimental technique means are supplied.
Accompanying drawing explanation
Fig. 1 is that system for collecting and analyzing water power test data of marine monitoring instrument device model of the present invention exists Schematic layout pattern in experimental trough;
Fig. 2 is system for collecting and analyzing water power test data of marine monitoring instrument device model of the present invention Theory diagram;
Fig. 3 is the structured flowchart of the data acquisition unit of the present invention.
Detailed description of the invention
Below in conjunction with the accompanying drawings technical scheme is described further.
Fig. 1 shows system for collecting and analyzing water power test data of marine monitoring instrument device model of the present invention Layout in experimental trough.As it is shown in figure 1, tank length 75 meters, wide 1.6 meters, deep 2 meters, work The depth of water 1.2 meters.Ocean monitor instrument device model hydrodynamic test is carried out, in tank in experimental trough Installing current generating system 1 and overlap (Peak Flow Rate 1.5m/s, the degree of accuracy ± 5%F.S), wave making system 1 overlaps (ripple High scope (0.02m-0.4m, the degree of accuracy ± 4%F.S;Period of wave scope 0.5s-5s, the degree of accuracy ± 4%F.S), Wind making system 1 overlaps (maximum wind velocity 10m/s, the degree of accuracy ± 10%F.S), thus realize to oceanic winds, Wave, the simulation of mobilization force environment.For current generating system, experimental trough is respectively provided with flow inlet and goes out Head piece, installs circulating line and water pump, water pump drives in water trough body and circulation in water trough body bottom The circulating water flow of 0-1.5m/s scope is generated between pipeline.For wave making system, install in flow inlet side Wave maker, is driven wave paddle to generate wave by wave maker.For wind making system, install going out head piece side Make blower fan, by the wind making blower fan generation 0-10m/s scope.In process of the test, need monitoring instrument Device model is deployed in stormy waves stream immixture trial zone, and wave height is measured sensor, flow-speed measurement respectively Sensor, wind speed measuring sensor are deployed in each measuring point, according to the requirement of different tests, selectively will Pulling force sensor, pressure sensor, wheel speed sensor, impeller torque sensor are deployed on model, Be acquired measurement data by data collection and transmission, store, analyze and classify display.
Fig. 2 is system for collecting and analyzing water power test data of marine monitoring instrument device model of the present invention Theory diagram.As in figure 2 it is shown, the data collection and transmission of the embodiment of the present invention by measure sensor, Data acquisition unit, data analytics server three part form.Measure sensor to be fixed by support and intermediate plate In each measurement position of experimental trough, the output measuring sensor uses three-wire system Shielded Twisted Pair even Be connected to the aviation plug of data acquisition unit input, in Shielded Twisted Pair three-wire system be respectively positive power line, Holding wire and ground wire.Measure sensor by Shielded Twisted Pair and the measurement signal of output is transferred to data acquisition Storage, and data acquisition unit by Shielded Twisted Pair for measure sensor provide its required direct current 12V and 24V operating voltage.Data acquisition unit comprises real-time processor, fpga logic controller, capture card, confession Electricity power supply and cabinet.Each capture card passage is provided with the interface of current sensor or voltage sensor, and And built-in signal filter circuit and analog to digital conversion circuit, complete the conditioning measuring sensor output signal, And curtage signal is converted into data signal.Use between fpga logic controller and capture card The mode of Star topology connects, and is communicated with capture card by spi bus, it is possible to directly access Hardware resource on each capture card, thus realize multi-channel data acquisition is carried out accurate timing, triggering And Synchronization Control.Fpga logic controller onboard data transmission mechanism, it is possible to by pci bus data It is transferred to real-time controller.Real-time processor receives the data of FPGA transmission, uses algorithm to carry out data Process, initial data is converted into valid data, realize the basis to measurement data by his built-in flash memory Ground storage, and by built-in Ethernet interface, the data after processing upload onto the server.Power supply There is provided 12V and 24V two-way DC-isolation voltage for sensor, provide direct current 24V work for data acquisition unit Make voltage.Cabinet uses corrosion-resistant, the aluminum alloy materials of high intensity, and shell uses reinforcing rib structure;Machine The seam crossing that each side plate of case connects all uses groove to design, and installs corrosion resistance sealing ring in inside grooves, Sealing property overall after ensureing cabinet installation;The seam of cabinet side board is outside uses sealant sealing, Further enhance the sealing water resistance of casing.Use Ethernet netting twine connect data acquisition unit output and RJ45 interface between data analytics server input, to realize data acquisition unit by Ethernet by survey Amount data are uploaded to data analytics server.Data analytics server complete the Error processing to measurement data, Analyze, store and classify display.
Measure sensor to realize hydrodynamic environment and pressure, pulling force, impellers such as wind speed, flow velocity, wave height The measurement of the objective body performance such as torque, wheel speed, and measurement result is believed with current signal or voltage Number form export to data acquisition unit.
Fig. 3 shows the basic structure of the data acquisition unit of the present invention.Shown in data acquisition unit be responsible for synchronize, Gather continuously ocean monitor instrument device model wind speed in experimental trough carries out process of the test, flow velocity, Wave height, period of wave etc. dynamic environment data, and pulling force, pressure, wheel speed, impeller moment of torsion, electricity The objective body performance datas such as power, and measurement data is uploaded to server by Ethernet.Such as Fig. 2 institute Showing, data acquisition unit mainly includes capture card, fpga logic controller, real-time processor, power supply and machine Case.Each capture card comprises 8 road acquisition channels, and every paths is provided with current sensor or voltage sensor The interface of device, and built-in signal filter circuit and analog to digital conversion circuit, complete measuring sensor output The conditioning of signal, and curtage signal is converted into data signal.Adopt between FPGA and capture card Connect by the mode of Star topology, and communicated with capture card by spi bus, it is possible to directly visit Ask the hardware resource on each capture card, thus realize multi-channel data acquisition carrying out accurate timing, touching Send out and Synchronization Control.Fpga logic controller onboard data transmission mechanism, it is possible to by pci bus number According to being transferred to real-time controller.Fpga logic controller use the active crystal oscillator of 40MHz, through frequency multiplication or point After Pin, driving internal logic unit or the clock of peripheral hardware, internal operation clock frequency reaches as high as 500MHz, Thus ensure the accuracy of high speed acquisition clock.FPGA internal clocking management module uses digital delay phase-locked The method of ring, eliminates the time delay of clock, frequency synthesis, the phase place of adjustment clock, it is achieved zero clock drift, Eliminate the distribution time delay of clock, and realize the closed-loop control of clock.And clock may map to printed board It is used for synchronizing external chip on circuit PCB, by the clock control integration inside and outside chip.By above-mentioned side Method, ensure that the synchronism of system multi-channel data acquisition well.Real-time processor carries Vxworks Real time operating system, system call carries out fully according to priority, it is to avoid competition between process and cause Deadlock and choking phenomenon.By pci bus, real-time processor receives the data of FPGA transmission, uses and calculates Data are processed by method, and initial data is converted into the valid data such as wind speed, flow velocity, wave height, pressure, By built-in flash memory realize data locally stored, and by built-in Ethernet interface, will at Data after reason are uploaded to data analytics server.Power supply provides 12V and 24V two-way DC-isolation voltage Output, it is possible to provide efficient, pure power supply for measurement sensor and data acquisition unit.Cabinet is data The protective cover of collector, electromagnetic interference signal in shield test reactor environment, put down for being arranged on cabinet inside observing and controlling Platform and power supply heat sinking, it is to avoid the corrosion to them of aqueous vapor, salinity, thus ensure data acquisition unit reliable, Run efficiently.
As in figure 2 it is shown, data analytics server mainly comprises four main modular, respectively data receivers Module, data memory module, data analysis module and data disaply moudle.Data analytics server is passed through Ethernet receives the measurement data uploaded of data acquisition unit, the Error processing of complete paired data, analyzes, deposits Storage and classification display (numerical value, figure).
(1) data reception module: data analytics server receive packet that data acquisition unit uploads it After, place data into immediately in buffer queue, wait that data are processed and analyze by data analysis module. Use caching technology, can keep in uploading data, when data analytics server heavier loads when, Postponement processes data, thus avoids that data acquisition unit is sent the data come and abandon.
(2) data analysis module: data analysis module can poll buffer queue, take out after data first logarithm Resolve according to bag, data are corresponded to each and measures on sensor device, then utilize be previously set to repair Positive parameter logistic is according to being modified, and as requested data is carried out Error processing, including to systematic error, Random error and the process of anomalous differences.After processing data, data can be entered by data analysis module Row statistical analysis (maximum, minimum of a value, mean value, mean square deviation), and frequency domain spectra analysis.
(3) data memory module: after data are analyzed and process by data analysis module, data are sent out Send and store to local hard drive.Storage to data uses asynchronous system operation, it is possible to greatly reduce data The burden of Analysis server, improves Whole Response speed.
(4) data disaply moudle: provide single channel or multichannel mode to show the monitoring numerical value of key element, ripple Shape or frequency spectrum, and it is capable of the Zoom display to data waveform or frequency spectrum.Additionally, this module provides The inquiry of historical data and display service, according to querying condition, according to test number or time inquiring, select Qualified test, displays the test data of lookup with form intuitively.
The data collection and transmission disposed can enter duty after switching on power: the most respectively to Data acquisition unit, data analytics server are powered, when after the ambient stables such as experimental trough apoplexy, wave, stream, Start data acquisition unit, then given respectively on each measurement sensor by predetermined sequential by data acquisition unit Electricity.After sensor has powered on, data acquisition unit starts to gather the output signal measuring sensor, to letter Number it is filtered processing, completes analog signal to the conversion of data signal, and according to algorithm by original number According to being converted into the valid data such as wind speed, flow velocity, wave height, pressure, pulling force, impeller moment of torsion, wheel speed, Then by Ethernet, data are uploaded to data analytics server.Receive the number that data acquisition unit is uploaded According to rear, data analytics server carries out Error processing, display of analyzing, store and classify to measurement data.

Claims (4)

1. a system for collecting and analyzing water power test data of marine monitoring instrument device model, it is characterised in that Including measuring sensor, data acquisition unit and data analytics server;Measure sensor and be arranged on experimental trough In, data acquisition unit and data analytics server are arranged on outside experimental trough, measure sensor and connect data Collector, data acquisition unit connects data analytics server;
Measure sensor and include hydrodynamic environment parameter: the sensor that wind speed, flow velocity, wave height measure, Also include objective body performance parameter: the sensing that pressure, pulling force, impeller torque, wheel speed measure Device, measures sensor and measurement result is exported to data acquisition unit with the form of analog signal;
Data acquisition unit comprises real-time processor, fpga logic controller, capture card, power supply and cabinet; Each capture card passage is provided with the interface of current sensor and voltage sensor, will measure sensor output Analog voltage signal and analog current signal are converted into data signal;Fpga logic controller and capture card it Between use the mode of Star topology to connect, and communicated with capture card by spi bus;
Data analytics server comprises four main modular, respectively data reception module, data memory module, Data analysis module and data disaply moudle.
Ocean monitor instrument device model hydrodynamic test data collection and analysis the most according to claim 1 System, it is characterised in that use SPI universal serial bus to enter between described capture card and fpga logic controller Row connects.
Ocean monitor instrument device model hydrodynamic test data collection and analysis the most according to claim 1 System, it is characterised in that use PCI the most total between described fpga logic controller and real-time processor Line is attached, and real-time processor is responsible for the transmission of data analysis, file.
Ocean monitor instrument device model hydrodynamic test data collection and analysis the most according to claim 1 System, it is characterised in that use Ethernet to carry out even between described data analytics server and data acquisition unit Connect.
CN201310755686.0A 2013-12-27 2013-12-27 System for collecting and analyzing water power test data of marine monitoring instrument device model Expired - Fee Related CN103728117B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201310755686.0A CN103728117B (en) 2013-12-27 2013-12-27 System for collecting and analyzing water power test data of marine monitoring instrument device model

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201310755686.0A CN103728117B (en) 2013-12-27 2013-12-27 System for collecting and analyzing water power test data of marine monitoring instrument device model

Publications (2)

Publication Number Publication Date
CN103728117A CN103728117A (en) 2014-04-16
CN103728117B true CN103728117B (en) 2016-09-07

Family

ID=50452287

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201310755686.0A Expired - Fee Related CN103728117B (en) 2013-12-27 2013-12-27 System for collecting and analyzing water power test data of marine monitoring instrument device model

Country Status (1)

Country Link
CN (1) CN103728117B (en)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104375894B (en) * 2014-12-02 2018-05-15 天津航空机电有限公司 A kind of sensing data processing unit and method based on queue technology
CN104458205A (en) * 2014-12-08 2015-03-25 国家海洋技术中心 Circulating-water-flow wave flow testing device
CN106710193A (en) * 2016-12-30 2017-05-24 中国机械工业集团有限公司 Power supply and data acquisition circuit distributing and integrating device for portable vibration pickup
CN109883645A (en) * 2019-03-15 2019-06-14 上海交通大学 The equivalent simulation method and apparatus of floating blower model test floating motion
CN110849652B (en) * 2019-12-06 2021-10-15 中国交通建设股份有限公司 Intelligent control method and system for physical model test process
CN111400367B (en) * 2020-02-28 2023-12-29 金蝶蝶金云计算有限公司 Service report generation method, device, computer equipment and storage medium
CN111337222B (en) * 2020-03-24 2021-08-31 大连理工大学 Event-triggered wave pool/water tank experimental device and method thereof
CN113706974B (en) * 2021-09-07 2023-05-30 哈尔滨工业大学(威海) Ocean exploration technique teaching experiment system
CN115979350A (en) * 2023-03-20 2023-04-18 北京航天华腾科技有限公司 Data acquisition system of ocean monitoring equipment

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1790016A (en) * 2005-12-12 2006-06-21 中国石化集团胜利石油管理局钻井工艺研究院 In-situ monitoring device for liquefaction of seabed soil
CN202188950U (en) * 2011-08-31 2012-04-11 国家海洋技术中心 Wind-current-wave test device of vertical circulation water flows
CN102721440A (en) * 2012-06-26 2012-10-10 中国地质调查局水文地质环境地质调查中心 Online marine distributed temperature, salinity and depth flow dynamic real-time monitoring system

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1790016A (en) * 2005-12-12 2006-06-21 中国石化集团胜利石油管理局钻井工艺研究院 In-situ monitoring device for liquefaction of seabed soil
CN202188950U (en) * 2011-08-31 2012-04-11 国家海洋技术中心 Wind-current-wave test device of vertical circulation water flows
CN102721440A (en) * 2012-06-26 2012-10-10 中国地质调查局水文地质环境地质调查中心 Online marine distributed temperature, salinity and depth flow dynamic real-time monitoring system

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
海底环境参数采集电路的硬件实现及其驱动软件设计;张启升等;《地球科学——中国地质大学学报》;20070731;第32卷(第4期);论文正文第500-501页第2.3节第1-3段以及图3 *
风浪流水槽分布式数据采集与分析系统设计;杨宁等;《电子测量技术》;20130531;第36卷(第5期);第105页第1节第3段,第106页第2节,第3节第1段,第109页第4节以及图1-2 *

Also Published As

Publication number Publication date
CN103728117A (en) 2014-04-16

Similar Documents

Publication Publication Date Title
CN103728117B (en) System for collecting and analyzing water power test data of marine monitoring instrument device model
CN102808796B (en) Method and system for controlling rotating speed of fan
Medina et al. Turbulence analysis and multiscale correlations between synchronized flow velocity and marine turbine power production
Kinzel et al. Energy exchange in an array of vertical-axis wind turbines
CN104066978B (en) Wind field with real-time measuring wind speed
CN101684774A (en) Wind power generation system and wind measuring method of wind power generator
Sutikno et al. Internet of things-based photovoltaics parameter monitoring system using NodeMCU ESP8266
CN103617720B (en) One possesses multi-channel control multifunctional meter counter device
Nandi et al. Non-steady wind turbine response to daytime atmospheric turbulence
CN103363297B (en) Based on the oilfield flooding pipeline network fault detection method of wireless sensor technology
CN106980044A (en) A kind of Harmonious Waves in Power Systems current estimation method for adapting to wind power integration
Khaleel et al. Design and development of real-time data acquisition of photovoltaic panel parameters via IoT
CN206930312U (en) Steel tower running status on-Line Monitor Device
CN106525225A (en) Wind generating set monitoring device and method based on embedded computer and acquisition card
CN202443315U (en) Automatic acquisition device of multi-channel online concrete cooling circulation water data
CN110220630A (en) A kind of portable bridge cable force detecting device
CN205450178U (en) Transmission line fault locating on -line monitoring device
Kang et al. Implementation of condition monitoring and control system for small-scale wind turbines
CN203224359U (en) Intelligent calibrating device for test system of internal combustion engine
CN207007506U (en) One kind is based on digital communication water turbine set system for testing stability
Nandi Effects of Blade Boundary Layer Transition and Daytime Atmospheric Turbulence on Wind Turbine Performance Analyzed with Blade-Resolved Simulation and Field Data
CN108152528B (en) Wind speed measuring method and device
CN206610140U (en) A kind of monitoring system of wind power plant
CN202109933U (en) Renewable energy source energy consumption data monitoring system
Alina et al. Software Prototype Development for Non-Centralized Objects of Wind Flow Amplification

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20160907

Termination date: 20171227

CF01 Termination of patent right due to non-payment of annual fee