CN110792564B - A method and device for detecting and locating faults of down conductors of fan blades - Google Patents
A method and device for detecting and locating faults of down conductors of fan blades Download PDFInfo
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- CN110792564B CN110792564B CN201911077419.6A CN201911077419A CN110792564B CN 110792564 B CN110792564 B CN 110792564B CN 201911077419 A CN201911077419 A CN 201911077419A CN 110792564 B CN110792564 B CN 110792564B
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
- F03D—WIND MOTORS
- F03D17/00—Monitoring or testing of wind motors, e.g. diagnostics
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
- F03D—WIND MOTORS
- F03D80/00—Details, components or accessories not provided for in groups F03D1/00 - F03D17/00
- F03D80/30—Lightning protection
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- Y—GENERAL 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
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- Y02E10/00—Energy generation through renewable energy sources
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Abstract
Description
技术领域technical field
本发明涉及计算机技术领域,具体涉及一种风机叶片引下线故障检测与定位方法及装置。The invention relates to the technical field of computers, in particular to a method and device for detecting and locating faults of down-conductors of fan blades.
背景技术Background technique
随着风力发电的持续发展,单机容量不断提升,整机尺寸不断增大,在运行过程中,叶片总处于较高位置,因此遭受雷击的情况越发明显。With the continuous development of wind power generation, the capacity of a single machine has been continuously increased, and the size of the whole machine has been continuously increased. During the operation process, the blades are always in a high position, so the situation of being struck by lightning is more and more obvious.
目前,风电场对叶片引下线的故障检测多采用测量防雷通道电阻的方法,该方法操作复杂,耗费人力物力,且效率低下,无法实现故障定位。另外,有国外学者提出采用半波偶极天线理论和静电电容的方法检测叶片引下线的断裂位置,但其忽略了引下线分支,无法检测分支断裂问题,且该方法在实际运用中仍存在较大困难;另有学者提出一种利用X射线仪确定叶片引下线断开位置的方法,但该方法成本较高,不利于广泛推行。At present, the method of measuring lightning protection channel resistance is mostly used for fault detection of blade down-conductors in wind farms. In addition, some foreign scholars proposed to use the half-wave dipole antenna theory and the electrostatic capacitance method to detect the fracture position of the downconductor of the blade, but they ignored the downconductor branch and could not detect the branch fracture problem, and this method is still in practical application. There are great difficulties; another scholar proposed a method of using an X-ray instrument to determine the disconnection position of the blade down-conductor, but this method is expensive and is not conducive to widespread implementation.
因此,如何对风机叶片引下线故障进行检测与定位成为亟待解决的问题。Therefore, how to detect and locate the down-conductor fault of the fan blade has become an urgent problem to be solved.
发明内容SUMMARY OF THE INVENTION
由于现有方法存在上述问题,本发明实施例提出一种风机叶片引下线故障检测与定位方法及装置。Due to the above-mentioned problems in the existing methods, the embodiments of the present invention provide a method and device for detecting and locating a fault of a down-conductor of a fan blade.
第一方面,本发明实施例提出一种风机叶片引下线故障检测与定位方法,包括:分别获取纳秒入射脉冲在无故障风机叶片引下线中和待检测风机叶片引下线中的传播波形;其中,获取的所述纳秒入射脉冲在所述无故障风机叶片引下线中的传播波形为第一传播波形;获取的所述纳秒入射脉冲在所述待检测风机叶片引下线中的传播波形为第二传播波形;In a first aspect, an embodiment of the present invention proposes a method for detecting and locating a fault in a fan blade down-conductor, including: respectively acquiring the propagation of nanosecond incident pulses in the down-conductor of a non-faulty fan blade and in the down-conductor of a fan blade to be detected. waveform; wherein, the acquired propagation waveform of the nanosecond incident pulse in the downconductor of the fault-free fan blade is the first propagation waveform; the acquired nanosecond incident pulse is in the downconductor of the fan blade to be detected. The propagation waveform in is the second propagation waveform;
对所述第一传播波形与所述第二传播波形进行相关处理,得到相关处理后的波形;Correlation processing is performed on the first propagation waveform and the second propagation waveform to obtain a waveform after correlation processing;
根据风机叶片引下线分支点的位置,对所述相关处理后的波形划分故障判断区段;According to the position of the branch point of the down-conducting wire of the fan blade, the fault judgment section is divided for the waveform after the relevant processing;
确定所述故障判断区段内能满足预设条件的故障反射波;Determining the fault reflection wave that can meet the preset condition in the fault judgment section;
根据所述故障反射波和所述纳秒入射脉冲,确定所述故障判断区段内发生故障的风机叶片引下线分支点的位置。According to the fault reflected wave and the nanosecond incident pulse, the position of the branch point of the down-conductor of the fan blade in the fault judgment section is determined.
可选地,所述将所述第一传播波形与所述第二传播波形进行相关处理,得到相关处理后的波形,包括:Optionally, performing correlation processing on the first propagation waveform and the second propagation waveform to obtain a correlated processed waveform, including:
对所述第一传播波形与所述第二传播波形进行小波去噪处理;performing wavelet denoising processing on the first propagation waveform and the second propagation waveform;
对小波去噪处理后的所述第一传播波形与小波去噪处理后的所述第二传播波形进行作差处理,得到作差处理后的波形;performing difference processing on the first propagation waveform after wavelet denoising processing and the second propagation waveform after wavelet denoising processing to obtain a difference processing waveform;
对所述作差处理后的波形进行光滑拟合,得到所述相关处理后的波形。Smooth fitting is performed on the differentially processed waveform to obtain the correlated processed waveform.
可选地,所述根据风机叶片引下线分支点的位置,对所述相关处理后的波形划分故障判断区段,包括:Optionally, according to the position of the branch point of the down-conductor of the fan blade, the fault judgment section is divided for the waveform after the relevant processing, including:
根据风机叶片引下线每个分支点的位置,对所述相关处理后的波形进行划分,得到分别与所述风机叶片引下线每个分支点的位置对应的所述故障判断区段。According to the position of each branch point of the down conductor of the fan blade, the waveform after the correlation processing is divided to obtain the fault judgment section corresponding to the position of each branch point of the down conductor of the fan blade.
可选地,所述预设条件包括:所述故障判断区段内的所述相关处理后的波形的上升沿持续时间大于第一预设时间且下降沿持续时间大于第二预设时间。Optionally, the preset condition includes: a rising edge duration of the correlated processed waveform in the fault determination section is greater than a first preset time and a falling edge duration is greater than a second preset time.
可选地,所述根据所述故障反射波和所述纳秒入射脉冲,确定所述故障判断区段内发生故障的风机叶片引下线分支点的位置,包括:根据公式Optionally, determining the location of the branch point of the downconductor of the fan blade that has failed in the fault judgment section according to the fault reflected wave and the nanosecond incident pulse includes: according to the formula
确定所述故障判断区段内发生故障的风机叶片引下线分支点的位置;Determine the position of the branch point of the down-conductor of the fan blade that has failed in the fault judgment section;
其中,v为所述纳秒入射脉冲在风机叶片引下线中的传播速度;Δt为故障反射波波峰与纳秒入射脉冲波峰之间的传播时间差;L为发生故障的风机叶片引下线分支点与测量点之间的距离。Among them, v is the propagation speed of the nanosecond incident pulse in the down-conductor of the fan blade; Δt is the propagation time difference between the fault reflected wave peak and the nanosecond incident pulse peak; L is the down-conductor branch of the faulty fan blade The distance between the point and the measurement point.
第二方面,本发明实施例还提出一种叶片引下线故障检测与定位装置,包括:获取模块、相关处理模块、划分模块、第一确定模块和第二确定模块;In a second aspect, an embodiment of the present invention further provides a device for detecting and locating a blade down-conductor fault, including: an acquisition module, a related processing module, a division module, a first determination module, and a second determination module;
所述获取模块,用于分别获取纳秒入射脉冲在无故障风机叶片引下线中和待检测风机叶片引下线中的传播波形;其中,获取的所述纳秒入射脉冲在所述无故障风机叶片引下线中的传播波形为第一传播波形;获取的所述纳秒入射脉冲在所述待检测风机叶片引下线中的传播波形为第二传播波形;The acquisition module is used to acquire the propagation waveforms of the nanosecond incident pulse in the down-lead of the fan blade without fault and in the down-conduct of the fan blade to be detected, respectively; wherein, the acquired nanosecond incident pulse is The propagation waveform in the down wire of the fan blade is the first propagation waveform; the acquired propagation waveform of the nanosecond incident pulse in the down wire of the fan blade to be detected is the second propagation waveform;
所述相关处理模块,用于对所述第一传播波形与所述第二传播波形进行相关处理,得到相关处理后的波形;the correlation processing module, configured to perform correlation processing on the first propagation waveform and the second propagation waveform to obtain a correlated processed waveform;
所述划分模块,用于根据风机叶片引下线分支点的位置,对所述相关处理后的波形划分故障判断区段;The dividing module is configured to divide the waveforms after relevant processing into fault judgment sections according to the positions of the branch points of the down-conductors of the fan blades;
所述第一确定模块,用于确定所述故障判断区段内能满足预设条件的故障反射波;The first determination module is used to determine the fault reflection wave that can meet the preset condition in the fault judgment section;
所述第二确定模块,用于根据所述故障反射波和所述纳秒入射脉冲,确定所述故障判断区段内发生故障的叶片引下线分支点的位置。The second determining module is configured to determine the position of the branch point of the down-conductor of the blade in the fault judgment section according to the fault reflected wave and the nanosecond incident pulse.
可选地,所述相关处理模块,具体用于:Optionally, the relevant processing module is specifically used for:
对所述第一传播波形与所述第二传播波形进行小波去噪处理;performing wavelet denoising processing on the first propagation waveform and the second propagation waveform;
对小波去噪处理后的所述第一传播波形与小波去噪处理后的所述第二传播波形进行作差处理,得到作差处理后的波形;performing difference processing on the first propagation waveform after wavelet denoising processing and the second propagation waveform after wavelet denoising processing to obtain a difference processing waveform;
对所述作差处理后的波形进行光滑拟合,得到所述相关处理后的波形。Smooth fitting is performed on the differentially processed waveform to obtain the correlated processed waveform.
可选地,所述划分模块,具体用于:根据风机叶片引下线每个分支点的位置,对所述相关处理后的波形进行划分,得到分别与所述风机叶片引下线每个分支点的位置对应的所述故障判断区段。Optionally, the division module is specifically configured to: divide the waveform after the correlation processing according to the position of each branch point of the down-conductor of the fan blade, and obtain each branch of the down-conductor of the fan blade. The fault judgment section corresponding to the position of the point.
可选地,所述预设条件包括:所述故障判断区段内的所述相关处理后的波形的上升沿持续时间大于第一预设时间且下降沿持续时间大于第二预设时间。Optionally, the preset condition includes: a rising edge duration of the correlated processed waveform in the fault determination section is greater than a first preset time and a falling edge duration is greater than a second preset time.
可选地,所述第二确定模块,具体用于:根据公式Optionally, the second determining module is specifically configured to: according to the formula
确定所述故障判断区段内发生故障的风机叶片引下线分支点的位置;Determine the position of the branch point of the down-conductor of the fan blade that has failed in the fault judgment section;
其中,v为所述纳秒入射脉冲在风机叶片引下线中的传播速度;Δt为故障反射波波峰与纳秒入射脉冲波峰之间的传播时间差;L为发生故障的风机叶片引下线分支点与测量点之间的距离。Among them, v is the propagation speed of the nanosecond incident pulse in the down-conductor of the fan blade; Δt is the propagation time difference between the fault reflected wave peak and the nanosecond incident pulse peak; L is the down-conductor branch of the faulty fan blade The distance between the point and the measurement point.
第三方面,本发明实施例还提出一种电子设备,包括:In a third aspect, an embodiment of the present invention further provides an electronic device, including:
至少一个处理器;以及at least one processor; and
与所述处理器通信连接的至少一个存储器,其中:at least one memory communicatively coupled to the processor, wherein:
所述存储器存储有可被所述处理器执行的程序指令,所述处理器调用所述程序指令能够执行上述方法。The memory stores program instructions executable by the processor, the processor invoking the program instructions capable of performing the above-described method.
第四方面,本发明实施例还提出一种非暂态计算机可读存储介质,所述非暂态计算机可读存储介质存储计算机程序,所述计算机程序使所述计算机执行上述方法。In a fourth aspect, an embodiment of the present invention further provides a non-transitory computer-readable storage medium, where the non-transitory computer-readable storage medium stores a computer program, and the computer program causes the computer to execute the above method.
由上述技术方案可知,本发明实施例通过先将第一传播波形与第二传播波形进行相关处理,再根据波形差异反推风机叶片引下线分支点故障情况;根据故障反射波和纳秒入射脉冲,确定故障判断区段内发生故障的风机叶片引下线分支点的位置;实现了风机叶片引下线故障检测与定位。It can be seen from the above technical solutions that in the embodiment of the present invention, the first propagation waveform and the second propagation waveform are first correlated and processed, and then the fault situation of the down-conductor branch point of the fan blade is reversed according to the waveform difference; The pulse is used to determine the position of the branch point of the down-conductor of the fan blade that has failed in the fault judgment section; the fault detection and location of the down-conductor of the fan blade is realized.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些图获得其他的附图。In order to explain the embodiments of the present invention or the technical solutions in the prior art more clearly, the following briefly introduces the accompanying drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments of the present invention. For those of ordinary skill in the art, other drawings can also be obtained from these drawings without creative efforts.
图1为本发明一实施例提供的一种风机叶片引下线故障检测与定位方法的流程示意图;1 is a schematic flowchart of a method for detecting and locating a fan blade down-conductor fault according to an embodiment of the present invention;
图2为本发明一实施例提供的获取传播波形的示意图;FIG. 2 is a schematic diagram of acquiring a propagation waveform according to an embodiment of the present invention;
图3为本发明一实施例提供的面向风机叶片迎风面和风机叶片迎风面朝上的示意图;3 is a schematic diagram of facing the windward side of the fan blade and the windward side of the fan blade facing upward according to an embodiment of the present invention;
图4为本发明一实施例提供的一种风机叶片引下线故障检测与定位装置的结构示意图;4 is a schematic structural diagram of a device for detecting and locating a fan blade down-conductor fault according to an embodiment of the present invention;
图5为本发明一实施例提供的电子设备的逻辑框图。FIG. 5 is a logical block diagram of an electronic device according to an embodiment of the present invention.
具体实施方式Detailed ways
下面结合附图,对本发明的具体实施方式作进一步描述。以下实施例仅用于更加清楚地说明本发明的技术方案,而不能以此来限制本发明的保护范围。The specific embodiments of the present invention will be further described below with reference to the accompanying drawings. The following examples are only used to illustrate the technical solutions of the present invention more clearly, and cannot be used to limit the protection scope of the present invention.
图1示出了本实施例提供的一种风机叶片引下线故障检测与定位方法的流程示意图,包括:FIG. 1 shows a schematic flowchart of a method for detecting and locating a fan blade down-conductor fault provided in this embodiment, including:
S11、分别获取纳秒入射脉冲在无故障风机叶片引下线中和待检测风机叶片引下线中的传播波形;其中,获取的所述纳秒入射脉冲在所述无故障叶片引下线中的传播波形为第一传播波形;获取的所述纳秒入射脉冲在所述待检测风机叶片引下线中的传播波形为第二传播波形。S11. Acquire the propagation waveforms of the nanosecond incident pulse in the down-lead of the non-faulty fan blade and in the down-conduct of the fan blade to be detected, respectively; wherein, the acquired nanosecond incident pulse is in the down-lead of the non-faulty blade The propagation waveform obtained is the first propagation waveform; the obtained propagation waveform of the nanosecond incident pulse in the downconduct of the fan blade to be detected is the second propagation waveform.
其中,所述纳秒入射脉冲是采用纳秒入射脉冲发生装置在风机叶片根部向风机叶片引下线注入的脉冲,如图2所示。所述风机叶片根部是如图3(a)所示的风机叶片的最左端。所述无故障风机叶片引下线是没有发生故障的风机叶片引下线。所述待检测风机叶片引下线如图2所示。所述传播波形是在所述风机叶片根部利用波形采集装置获取的波形。所述第一传播波形是获取的所述纳秒入射脉冲在无故障风机叶片引下线中的传播波形。所述第二传播波形是获取的所述纳秒入射脉冲在待检测风机叶片引下线中的传播波形。Wherein, the nanosecond incident pulse is a pulse injected by a nanosecond incident pulse generator at the root of the fan blade to the down-conductor of the fan blade, as shown in FIG. 2 . The root of the fan blade is the leftmost end of the fan blade as shown in Figure 3(a). The fault-free fan blade down-conduct is the down-conduct of the fan blade that has not failed. The down-lead of the fan blade to be detected is shown in Figure 2 . The propagation waveform is a waveform obtained by a waveform acquisition device at the root of the fan blade. The first propagation waveform is the obtained propagation waveform of the nanosecond incident pulse in the downconductor of a fault-free fan blade. The second propagation waveform is the obtained propagation waveform of the nanosecond incident pulse in the downconductor of the fan blade to be detected.
需要说明的是,获取所述纳秒入射脉冲在所述无故障风机叶片引下线中的传播波形这一操作只需在第一次应用本发明时执行一次。将获取的所述纳秒入射脉冲在所述无故障叶片引下线中的传播波形存储起来,在第二次及后续实施风机叶片引下线故障检测与定位方法时,直接使用存储的所述纳秒入射脉冲在所述无故障叶片引下线中的传播波形即可。It should be noted that, the operation of acquiring the propagation waveform of the nanosecond incident pulse in the down conductor of the faultless fan blade only needs to be performed once when the present invention is applied for the first time. Store the acquired propagation waveform of the nanosecond incident pulse in the down-conductor of the non-faulty blade, and directly use the stored down-conductor fault detection and location method for the second and subsequent implementations of the method The propagation waveform of the nanosecond incident pulse in the downconductor of the faultless blade is sufficient.
在此还需要说明的是,所述第一传播波形和所述第二传播波形中的“第一”和“第二”用于区分两个不同的传播波形,不代表顺序关系。It should also be noted here that "first" and "second" in the first propagation waveform and the second propagation waveform are used to distinguish two different propagation waveforms, and do not represent a sequence relationship.
S12、对所述第一传播波形与所述第二传播波形进行相关处理,得到相关处理后的波形。S12. Perform correlation processing on the first propagation waveform and the second propagation waveform to obtain a correlated-processed waveform.
其中,所述相关处理包括但不限于作差处理。所述作差处理是用所述第一传播波形减去所述第二传播波形。Wherein, the relevant processing includes but is not limited to error processing. The difference processing is to subtract the second propagation waveform from the first propagation waveform.
S13、根据风机叶片引下线分支点的位置,对所述相关处理后的波形划分故障判断区段。S13. According to the position of the branch point of the down-conducting wire of the fan blade, the waveform after the relevant processing is divided into a fault judgment section.
其中,所述风机叶片引下线分支点如图3(b)所示。所述故障判断区段是根据所述风机叶片引下分支点的位置,对所述相关处理后的波形进行划分得到的。Wherein, the branch point of the down-conductor of the fan blade is shown in Figure 3(b). The fault judgment section is obtained by dividing the waveform after the correlation processing according to the position of the branch point of the fan blade.
S14、确定所述故障判断区段内能满足预设条件的故障反射波。S14. Determine the fault reflected waves in the fault judgment section that can satisfy the preset condition.
其中,所述故障反射波是从所述故障判断区段内的相关处理后的波形中提取出来的波形。所述预设条件是所述故障判断区段内的所述相关处理后的波形的上升沿持续时间大于第一预设时间且下降沿持续时间大于第二预设时间。Wherein, the fault reflected wave is a waveform extracted from the relevant processed waveforms in the fault judgment section. The preset condition is that the duration of the rising edge of the correlated processed waveform in the fault judgment section is greater than the first preset time and the duration of the falling edge is greater than the second preset time.
S15、根据所述故障反射波和所述纳秒入射脉冲,确定所述故障判断区段内发生故障的风机叶片引下线分支点的位置。S15: Determine the position of the branch point of the down-conductor of the fan blade that has failed in the fault judgment section according to the fault reflected wave and the nanosecond incident pulse.
其中,所述发生故障的风机叶片引下线分支点是所述故障判断区段内能满足预设条件的故障反射波对应的风机叶片引下线分支点。Wherein, the branch point of the down-conductor of the fan blade in which the fault has occurred is the branch point of the down-conductor of the fan blade corresponding to the fault reflected wave that can satisfy the preset condition in the fault judgment section.
本发明实施例先将第一传播波形与第二传播波形进行相关处理,再根据波形差异反推风机叶片引下线分支点故障情况;根据故障反射波和纳秒入射脉冲,确定故障判断区段内发生故障的风机叶片引下线分支点的位置;本发明实现了风机叶片引下线故障检测与定位。In the embodiment of the present invention, the first propagating waveform and the second propagating waveform are first correlated and processed, and then the fault condition of the down-conductor branch point of the fan blade is reversed according to the waveform difference; the fault judgment section is determined according to the fault reflected wave and the nanosecond incident pulse. The position of the branch point of the down-conducting wire of the fan blade that has a fault in the interior is realized; the invention realizes the fault detection and positioning of the down-conducting wire of the fan blade.
进一步地,在上述方法实施例的基础上,所述将所述第一传播波形与所述第二传播波形进行相关处理,得到相关处理后的波形,包括:对所述第一传播波形与所述第二传播波形进行小波去噪处理;对小波去噪处理后的所述第一传播波形与小波去噪处理后的所述第二传播波形进行作差处理,得到作差处理后的波形;对所述作差处理后的波形进行光滑拟合,得到所述相关处理后波形。Further, on the basis of the foregoing method embodiments, the performing correlation processing on the first propagation waveform and the second propagation waveform to obtain a waveform after correlation processing includes: comparing the first propagation waveform with the second propagation waveform. performing wavelet denoising processing on the second propagation waveform; performing difference processing on the first propagation waveform after wavelet denoising processing and the second propagation waveform after wavelet denoising processing to obtain a differentially processed waveform; Smooth fitting is performed on the differentially processed waveform to obtain the correlated processed waveform.
其中,由于实际采集的传播波形含有大量噪声干扰,因此,在对所述第一传播波形与所述第二传播波形作差之前,先利用小波分析法对所述第一传播波形与所述第二传播波形进行小波去噪处理,滤除噪声干扰。然后再对小波去噪处理后的所述第一传播波形与小波去噪处理后的所述第二传播波形进行作差处理,即用所述小波去噪处理后的所述第一传播波形减去所述小波去噪处理后的所述第二传播波形,得到作差处理后的波形。为了便于查找故障反射波和计算故障反射波与纳秒入射脉冲的传输时间差,在本发明实施例中,对所述作差处理后的波形进行光滑拟合,得到所述相关处理后的波形,使得步骤S14中的故障反射波的波峰更加明显。Wherein, since the actually collected propagation waveform contains a lot of noise interference, before making a difference between the first propagation waveform and the second propagation waveform, first use the wavelet analysis method to analyze the first propagation waveform and the second propagation waveform. The second propagation waveform is subjected to wavelet denoising processing to filter out noise interference. Then, the difference processing is performed on the first propagation waveform after wavelet denoising processing and the second propagation waveform after wavelet denoising processing, that is, the first propagation waveform after wavelet denoising processing is used to reduce the noise. The second propagation waveform after wavelet denoising processing is removed to obtain a waveform after difference processing. In order to facilitate finding the fault reflected wave and calculating the transmission time difference between the fault reflected wave and the nanosecond incident pulse, in the embodiment of the present invention, smooth fitting is performed on the differentially processed waveform to obtain the correlated processed waveform, The peak of the fault reflected wave in step S14 is made more obvious.
本发明实施例通过对第一传播波形与第二传播波形进行小波去噪处理,过滤掉了大量噪声。通过对作差处理后的波形进行光滑拟合便于查找故障反射波和计算故障反射波与纳秒入射脉冲的传输时间差,并且可以使得步骤S14中的故障反射波的波峰更加明显。In the embodiment of the present invention, a large amount of noise is filtered out by performing wavelet denoising processing on the first propagation waveform and the second propagation waveform. Smooth fitting of the differentially processed waveform facilitates finding the fault reflected wave and calculating the transit time difference between the fault reflected wave and the nanosecond incident pulse, and can make the peak of the fault reflected wave in step S14 more obvious.
进一步地,在上述方法实施例的基础上,所述根据风机叶片引下线分支点的位置,对所述相关处理后的波形划分故障判断区段,包括:根据风机叶片引下线每个分支点的位置,对所述相关处理后的波形进行划分,得到分别与所述风机叶片引下线每个分支点的位置对应的所述故障判断区段。Further, on the basis of the above-mentioned method embodiments, the step of dividing the waveform after relevant processing into fault judgment sections according to the position of the branch point of the fan blade down-conductor includes: according to each branch of the fan blade down-conductor. According to the position of the point, the waveform after the correlation processing is divided, and the fault judgment section corresponding to the position of each branch point of the down-conductor of the fan blade is obtained.
其中,风机叶片引下线每个分支点都有自己的位置。针对风机叶片引下线每个分支点划分相关处理后的波形,得到分别与风机叶片引下线每个分支点的位置对应的故障判断区段,即将所述风机叶片引下线每个分支点含于相应故障判断区段内。需要说明的是,按照上述方法划分相关处理后的波形得到的故障判断区段数量与风机叶片引下线分支点的数量相同,每个所述故障判断区段内只有一个所述风机叶片引下线分支点。仅需在所述故障判断区段内判断有无故障反射波,对所述故障判断区段以外的波形进行置零处理,无需对所述故障判断区段以外的波形进行判断。Among them, each branch point of the fan blade down-conduct has its own position. The waveforms after relevant processing are divided for each branch point of the down-conductor of the fan blade, and the fault judgment section corresponding to the position of each branch point of the down-conductor of the fan blade is obtained, that is, each branch point of the down-conductor of the fan blade is obtained. Included in the corresponding fault judgment section. It should be noted that the number of fault judgment sections obtained by dividing the waveforms after relevant processing according to the above method is the same as the number of branch points of the fan blade down-conducting line, and there is only one fan blade down-conducting section in each fault judgment section. Line branch point. It is only necessary to judge whether there is a fault reflection wave in the fault judgment section, and perform zero-setting processing on the waveforms outside the fault judgment section, and it is not necessary to judge the waveforms outside the fault judgment section.
本发明实施例通过划分故障判断区段,减小了故障判断区段之外的无用波峰对寻找故障反射波波峰的不利影响,提高了故障检测和定位的准确度。The embodiment of the present invention reduces the adverse effect of useless wave crests outside the fault judgment section on finding fault reflection wave crests by dividing the fault judgment section, and improves the accuracy of fault detection and location.
进一步地,在上述方法实施例的基础上,所述预设条件包括:所述故障判断区段内的所述相关处理后的波形的上升沿持续时间大于第一预设时间且下降沿持续时间大于第二预设时间。Further, on the basis of the above method embodiments, the preset conditions include: the duration of the rising edge of the waveform after the correlation processing in the fault judgment section is greater than the first preset time and the duration of the falling edge. greater than the second preset time.
其中,所述上升沿持续时间是所述相关处理后的波形呈上升态势的波段对应的时间间隔。所述下降沿持续时间是所述相关处理后的波形呈下降态势的波段对应的时间间隔。所述第一预设时间和所述第二预设时间都为人工设定的时间间隔。Wherein, the duration of the rising edge is the time interval corresponding to the wave band in which the waveform after the correlation processing is in a rising trend. The falling edge duration is a time interval corresponding to the wave band in which the waveform after the correlation processing is in a falling trend. Both the first preset time and the second preset time are manually set time intervals.
本发明实施例通过设置预设条件确定出故障判断区段中满足预设条件的故障反射波。In the embodiment of the present invention, by setting preset conditions, the fault reflected waves in the fault judgment section that satisfy the preset conditions are determined.
进一步地,在上述方法实施例的基础上,所述根据所述故障反射波和所述纳秒入射脉冲,确定所述故障判断区段内发生故障的风机叶片引下线分支点的位置,包括:根据公式Further, on the basis of the above method embodiments, determining the location of the branch point of the down-conductor of the fan blade that has failed in the fault judgment section according to the fault reflected wave and the nanosecond incident pulse, including: : According to the formula
确定所述故障判断区段内发生故障的风机叶片引下线分支点的位置;Determine the position of the branch point of the down-conductor of the fan blade that has failed in the fault judgment section;
其中,v为所述纳秒入射脉冲在风机叶片引下线中的传播速度;Δt为故障反射波波峰与纳秒入射脉冲波峰之间的传播时间差;L为发生故障的风机叶片引下线分支点与测量点之间的距离。Among them, v is the propagation speed of the nanosecond incident pulse in the down-conductor of the fan blade; Δt is the propagation time difference between the fault reflected wave peak and the nanosecond incident pulse peak; L is the down-conductor branch of the faulty fan blade The distance between the point and the measurement point.
其中,在本发明实施例中,利用极大值判别法寻找故障反射波。对于持续时间大于第一预设时间的上升沿和持续时间大于第二预设时间的下降沿的极大值点才被识别为故障反射波波峰。对于不同型号的风机,由于引下线长度和结构的影响,对故障反射波上升沿和下降沿的时间要求可能略微不同。若寻找到满足预设条件的故障反射波波峰,则发生故障的风机叶片引下线分支点的位置可以根据所述纳秒入射脉冲在风机叶片引下线中的传播速度以及故障反射波波峰与纳秒入射脉冲波峰之间的传播时间差进行确定。发生故障的风机叶片引下线分支点的位置L为发生故障的风机叶片引下线分支点与测量点之间的距离。具体地,Among them, in the embodiment of the present invention, the maximum value discrimination method is used to find the fault reflected wave. Only the maximum value point of the rising edge whose duration is longer than the first preset time and the falling edge whose duration is longer than the second preset time is identified as a fault reflection wave peak. For different types of fans, due to the influence of the length and structure of the down conductor, the time requirements for the rising edge and falling edge of the fault reflected wave may be slightly different. If the fault reflection wave crest that meets the preset conditions is found, the position of the branch point of the down conductor of the faulty fan blade can be determined according to the propagation speed of the nanosecond incident pulse in the down conductor of the fan blade and the difference between the fault reflection wave crest and the down conductor of the fan blade. The propagation time difference between the incident pulse peaks in nanoseconds is determined. The position L of the branch point of the down-conductor of the faulty fan blade is the distance between the branch point of the down-conductor of the faulty fan blade and the measurement point. specifically,
其中,v为所述纳秒入射脉冲在风机叶片引下线中的传播速度;Δt为故障反射波波峰与纳秒入射脉冲波峰之间的传播时间差。Among them, v is the propagation speed of the nanosecond incident pulse in the downconductor of the fan blade; Δt is the propagation time difference between the peak of the fault reflected wave and the peak of the nanosecond incident pulse.
需要说明的是,纳秒入射脉冲在叶片引下线中的传播速度v可由多次实测取平均值求得。所述测量点为图3(a)所示的面向风机叶片迎风面示意图的最左侧,也即风机叶片根部。It should be noted that the propagation velocity v of the nanosecond incident pulse in the downconduct of the blade can be obtained by taking the average value of multiple actual measurements. The measurement point is the leftmost side of the schematic diagram facing the windward surface of the fan blade shown in FIG. 3( a ), that is, the root of the fan blade.
图4示出了本实施例提供的一种叶片引下线故障检测与定位装置的结构示意图,所述装置包括:获取模块41、相关处理模块42、划分模块43、第一确定模块44和第二确定模块45;FIG. 4 shows a schematic structural diagram of a device for detecting and locating a blade downconductor fault provided in this embodiment, the device includes: an
所述获取模块41,用于分别获取纳秒入射脉冲在无故障风机叶片引下线中和待检测风机叶片引下线中的传播波形;其中,获取的所述纳秒入射脉冲在所述无故障风机叶片引下线中的传播波形为第一传播波形;获取的所述纳秒入射脉冲在所述待检测风机叶片引下线中的传播波形为第二传播波形;The
所述相关处理模块42,用于对所述第一传播波形与所述第二传播波形进行相关处理,得到相关处理后的波形;The
所述划分模块43,用于根据风机叶片引下线分支点的位置,对所述相关处理后的波形划分故障判断区段;The dividing
所述第一确定模块44,用于确定所述故障判断区段内能满足预设条件的故障反射波;The
所述第二确定模块45,用于根据所述故障反射波和所述纳秒入射脉冲,确定所述故障判断区段内发生故障的风机叶片引下线分支点的位置。The
进一步地,在上述装置实施例的基础上,所述相关处理模块42,具体用于:Further, on the basis of the above device embodiments, the
对所述第一传播波形与所述第二传播波形进行小波去噪处理;performing wavelet denoising processing on the first propagation waveform and the second propagation waveform;
对小波去噪处理后的所述第一传播波形与小波去噪处理后的所述第二传播波形进行作差处理,得到作差处理后的波形;performing difference processing on the first propagation waveform after wavelet denoising processing and the second propagation waveform after wavelet denoising processing to obtain a difference processing waveform;
对所述作差处理后的波形进行光滑拟合,得到所述相关处理后的波形。Smooth fitting is performed on the differentially processed waveform to obtain the correlated processed waveform.
进一步地,在上述装置实施例的基础上,所述划分模块43,具体用于:根据风机叶片引下线每个分支点的位置,对所述相关处理后的波形进行划分,得到分别与所述风机叶片引下线每个分支点的位置对应的所述故障判断区段。Further, on the basis of the above-mentioned device embodiment, the dividing
进一步地,在上述装置实施例的基础上,所述预设条件包括:所述故障判断区段内的所述相关处理后的波形的上升沿持续时间大于第一预设时间且下降沿持续时间大于第二预设时间。Further, on the basis of the above device embodiment, the preset conditions include: the duration of the rising edge of the waveform after the correlation processing in the fault judgment section is greater than the first preset time and the duration of the falling edge. greater than the second preset time.
进一步地,在上述装置实施例的基础上,所述第二确定模块45,具体用于:根据公式Further, on the basis of the above device embodiments, the second determining
确定所述故障判断区段内发生故障的风机叶片引下线分支点的位置;Determine the position of the branch point of the down-conductor of the fan blade that has failed in the fault judgment section;
其中,v为所述纳秒入射脉冲在风机叶片引下线中的传播速度;Δt为故障反射波波峰与纳秒入射脉冲波峰之间的传播时间差;L为发生故障的风机叶片引下线分支点与测量点之间的距离。Among them, v is the propagation speed of the nanosecond incident pulse in the down-conductor of the fan blade; Δt is the propagation time difference between the fault reflected wave peak and the nanosecond incident pulse peak; L is the down-conductor branch of the faulty fan blade The distance between the point and the measurement point.
图5为本发明一实施例提供的电子设备的逻辑框图;所述电子设备,包括:处理器(processor)51、存储器(memory)52和总线53;5 is a logical block diagram of an electronic device provided by an embodiment of the present invention; the electronic device includes: a processor (processor) 51, a memory (memory) 52, and a
其中,所述处理器51和存储器52通过所述总线53完成相互间的通信;所述处理器51用于调用所述存储器52中的程序指令,以执行上述方法实施例所提供的方法。The
本发明实施例还提出一种非暂态计算机可读存储介质,所述非暂态计算机可读存储介质存储计算机程序,所述计算机程序使所述计算机执行上述方法。An embodiment of the present invention further provides a non-transitory computer-readable storage medium, where the non-transitory computer-readable storage medium stores a computer program, and the computer program causes the computer to execute the above method.
以上所描述的装置实施例仅仅是示意性的,其中所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部模块来实现本实施例方案的目的。本领域普通技术人员在不付出创造性的劳动的情况下,即可以理解并实施。The device embodiments described above are only illustrative, wherein the units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in One place, or it can be distributed over multiple network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution in this embodiment. Those of ordinary skill in the art can understand and implement it without creative effort.
通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到各实施方式可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件。基于这样的理解,上述技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品可以存储在计算机可读存储介质中,如ROM/RAM、磁碟、光盘等,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行各个实施例或者实施例的某些部分所述的方法。From the description of the above embodiments, those skilled in the art can clearly understand that each embodiment can be implemented by means of software plus a necessary general hardware platform, and certainly can also be implemented by hardware. Based on this understanding, the above-mentioned technical solutions can be embodied in the form of software products in essence or the parts that make contributions to the prior art, and the computer software products can be stored in computer-readable storage media, such as ROM/RAM, magnetic A disc, an optical disc, etc., includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to perform the methods described in various embodiments or some parts of the embodiments.
应说明的是:以上实施例仅用以说明本发明的技术方案,而非对其限制;尽管参照前述实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。It should be noted that: the above embodiments are only used to illustrate the technical solutions of the present invention, but not to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: it can still be used for The technical solutions described in the foregoing embodiments are modified, or some technical features thereof are equivalently replaced; and these modifications or replacements do not make the essence of the corresponding technical solutions depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
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