CN115809577A - Method and system for assessing fatigue life of metal structures of overhead cranes - Google Patents
Method and system for assessing fatigue life of metal structures of overhead cranes Download PDFInfo
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Abstract
本发明涉及设备疲劳寿命评估技术,提供了用于评估桥式起重机的金属结构的疲劳寿命的方法及系统。所述方法包括:确定所述桥式起重机的危险点位置,所述危险点即为测点;根据所述测点的个数和位置布置传感器网络;获得所述传感器网络中各传感器的测量数据;根据所述测量数据获得所述桥式起重机的应力‑时间历程;对所述桥式起重机的应力‑时间历程进行统计分析,获得载荷数据的统计特征;根据所述统计特征编制所述桥式起重机的实时等效载荷谱;根据所述实时等效载荷谱对所述桥式起重机的剩余疲劳寿命进行评估。采用本发明的实施方式可实现对桥式起重机剩余疲劳寿命的实时监测,保障设备健康安全运行。
The invention relates to equipment fatigue life evaluation technology, and provides a method and system for evaluating the fatigue life of a metal structure of a bridge crane. The method includes: determining the position of the dangerous point of the bridge crane, and the dangerous point is a measuring point; arranging a sensor network according to the number and position of the measuring point; obtaining measurement data of each sensor in the sensor network Obtain the stress-time history of the bridge crane according to the measurement data; Statistically analyze the stress-time history of the bridge crane to obtain the statistical characteristics of the load data; compile the bridge according to the statistical characteristics A real-time equivalent load spectrum of the crane; evaluating the remaining fatigue life of the bridge crane according to the real-time equivalent load spectrum. By adopting the embodiment of the present invention, the real-time monitoring of the remaining fatigue life of the bridge crane can be realized, so as to ensure the healthy and safe operation of the equipment.
Description
技术领域technical field
本发明涉及设备疲劳寿命评估技术,更为具体而言,涉及用于评估桥式起重机的金属结构的疲劳寿命的方法及系统。The present invention relates to equipment fatigue life evaluation technology, more specifically, to a method and system for evaluating the fatigue life of a metal structure of a bridge crane.
背景技术Background technique
桥式起重机是一种重要的物料搬运装备,在工业企业中运用非常广泛。由于桥式起重机工作环境恶劣、起动频繁、起吊重量较大,其故障率较高,由此引发的安全事故次数较多,给人们生命财产和企业生产带来了极大地安全隐患。然而,焊接结构是现代桥式起重机最重要的特征之一,金属结构和焊缝长期承受交变载荷,桥式起重机金属结构的疲劳损伤逐渐积累,当达到损伤极限会发生宏观塑性变形,进而造成结构破坏,带来灾难性的事故。因此,开展桥式起重机金属结构疲劳破坏规律研究,评估金属结构的剩余疲劳寿命和可靠性,对于预防和阻止桥式起重机疲劳断裂事故的发生具有重要的现实意义和工程价值。Bridge crane is an important material handling equipment, which is widely used in industrial enterprises. Due to the harsh working environment, frequent starting, and large lifting weight of bridge cranes, their failure rate is high, and the number of safety accidents caused by them is relatively high, which has brought great potential safety hazards to people's lives, property and enterprise production. However, the welded structure is one of the most important features of modern bridge cranes. The metal structure and welds are subjected to alternating loads for a long time, and the fatigue damage of the metal structure of the bridge crane gradually accumulates. When the damage limit is reached, macroscopic plastic deformation will occur, resulting in Structural failure, resulting in catastrophic accidents. Therefore, it is of great practical significance and engineering value to carry out the research on the fatigue failure law of the metal structure of the bridge crane and evaluate the remaining fatigue life and reliability of the metal structure to prevent and prevent the fatigue fracture accident of the bridge crane.
现有技术常采用有限元方法,研究桥式起重机结构静强度,分析桥式起重机在不同载荷等级下金属结构的应力/应变值的变化情况,结合工程经验和试验数据,邀请专家判断桥式起重机的剩余寿命和安全状态。现有技术是在静载荷条件下,采用理论仿真的方法,计算桥式起重机在不同载荷水平下应力/应变的变化,未考虑桥式起重机载荷的时变性,而且无法定量地评估桥式起重机的剩余寿命,因此,现有技术的分析结果工程实用性较差,且剩余寿命的评估准确性和精度较低。The existing technology often adopts the finite element method to study the static strength of the bridge crane structure, analyze the stress/strain value change of the metal structure of the bridge crane under different load levels, and invite experts to judge the bridge crane based on engineering experience and test data. remaining lifetime and safe state. The existing technology is to use the method of theoretical simulation under static load conditions to calculate the stress/strain change of the bridge crane under different load levels, without considering the time-varying nature of the bridge crane load, and it is impossible to quantitatively evaluate the bridge crane. The remaining life, therefore, the analysis results of the prior art have poor engineering practicability, and the evaluation accuracy and precision of the remaining life are low.
发明内容Contents of the invention
本发明提供了一种自动评估桥式起重机的金属结构的疲劳寿命的方法及系统。The invention provides a method and system for automatically evaluating the fatigue life of a metal structure of a bridge crane.
一方面,本发明的实施方式提供了一种用于评估桥式起重机的金属结构的疲劳寿命的方法,所述方法包括:In one aspect, embodiments of the present invention provide a method for assessing fatigue life of a metal structure of an overhead traveling crane, the method comprising:
确定所述桥式起重机的危险点位置,所述危险点即为测点;Determine the position of the dangerous point of the bridge crane, and the dangerous point is the measuring point;
根据所述测点的个数和位置布置传感器网络;Arranging the sensor network according to the number and position of the measuring points;
获得所述传感器网络中各传感器的测量数据;Obtain measurement data of each sensor in the sensor network;
根据所述测量数据获得所述桥式起重机的应力-时间历程;Obtaining the stress-time history of the bridge crane according to the measurement data;
对所述桥式起重机的应力-时间历程进行统计分析,获得载荷数据的统计特征;Statistical analysis is carried out to the stress-time history of the bridge crane to obtain the statistical characteristics of the load data;
根据所述统计特征编制所述桥式起重机的实时等效载荷谱;Compiling a real-time equivalent load spectrum of the bridge crane according to the statistical characteristics;
根据所述实时等效载荷谱对所述桥式起重机的剩余疲劳寿命进行评估。The remaining fatigue life of the bridge crane is evaluated according to the real-time equivalent load spectrum.
在一些实施方式中,所述确定所述桥式起重机的危险点位置包括:In some embodiments, the determination of the location of the dangerous point of the bridge crane includes:
建立桥式起重机结构三维模型;Establish a three-dimensional model of the bridge crane structure;
根据所述桥式起重机结构三维模型生成有限元模型;Generate a finite element model according to the three-dimensional model of the bridge crane structure;
对所述有限元模型进行求解计算,获得所述桥式起重机的应力云图、位移云图以及危险截面位置;Solving and calculating the finite element model to obtain stress contours, displacement contours and dangerous section positions of the bridge crane;
根据所述桥式起重机的工作原理和安全裕度,并结合所述应力云图、位移云图以及危险截面位置,确定桥式起重机危险点位置。The position of the dangerous point of the bridge crane is determined according to the working principle and safety margin of the bridge crane, combined with the stress cloud map, the displacement cloud map and the position of the dangerous section.
在一些实施方式中,通过雨流计数法对所述桥式起重机的应力-时间历程进行统计分析,以获得载荷数据的统计特征。In some embodiments, statistical analysis is performed on the stress-time history of the bridge crane by rainflow counting to obtain statistical characteristics of the load data.
在一些实施方式中,根据所述统计特征编制所述桥式起重机的实时等效载荷谱,包括:In some embodiments, compiling the real-time equivalent load spectrum of the bridge crane according to the statistical characteristics includes:
根据获得的载荷数据的统计特征绘制应力的频次-幅值直方图;Draw the frequency-amplitude histogram of the stress according to the statistical characteristics of the obtained load data;
采用两参数威布尔分布公式对应力的频次-幅值直方图进行拟合处理,得到所述桥式起重机的载荷谱的威布尔近似表达;其中,所述两参数威布尔分布公式如下:The two-parameter Weibull distribution formula is used to fit the frequency-amplitude histogram of the stress to obtain the Weibull approximate expression of the load spectrum of the bridge crane; wherein, the two-parameter Weibull distribution formula is as follows:
式中,α为威布尔分布的尺度参数,β是威布尔分布的形状参数,SA是通过所述雨流计数法获得的变程循环值。In the formula, α is the scale parameter of the Weibull distribution, β is the shape parameter of the Weibull distribution, and SA is the variable range cycle value obtained by the rainflow counting method.
在一些实施方式中,所述方法还包括:In some embodiments, the method also includes:
判断所述桥式起重机的剩余寿命的评估值大于寿命阈值,则发送报警信息并停机,Judging that the evaluation value of the remaining life of the bridge crane is greater than the life threshold, an alarm message is sent and the machine is shut down,
判断所述桥式起重机的剩余寿命的评估值小于寿命阈值,则继续获取测量数据并根据所述测量数据评估所述桥式起重机的剩余疲劳寿命的处理。If it is judged that the estimated value of the remaining life of the bridge crane is less than the life threshold, the process of acquiring measurement data and evaluating the remaining fatigue life of the bridge crane according to the measurement data is continued.
另一方面,本发明的实施方式还提供了一种用于评估桥式起重机的金属结构的疲劳寿命的系统,其包括:In another aspect, an embodiment of the present invention also provides a system for evaluating the fatigue life of a metal structure of a bridge crane, which includes:
数据获取模块,用于获得布置在所述桥式起重机各测点的各传感器的测量数据;A data acquisition module, configured to obtain the measurement data of each sensor arranged at each measuring point of the bridge crane;
数据处理模块,用于执行下述操作:根据所述测量数据获得所述桥式起重机的应力-时间历程;对所述桥式起重机的应力-时间历程进行统计分析,获得载荷数据的统计特征;根据所述统计特征编制所述桥式起重机的实时等效载荷谱;根据所述实时等效载荷谱对所述桥式起重机的剩余疲劳寿命进行评估。The data processing module is used to perform the following operations: obtain the stress-time history of the bridge crane according to the measurement data; perform statistical analysis on the stress-time history of the bridge crane to obtain the statistical characteristics of the load data; Compiling a real-time equivalent load spectrum of the bridge crane according to the statistical characteristics; evaluating the remaining fatigue life of the bridge crane according to the real-time equivalent load spectrum.
在一些实施方式中,所述系统还包括测点确定模块,用于根据下述方法确定所述桥式起重机的测点:In some embodiments, the system also includes a measuring point determination module, configured to determine the measuring point of the bridge crane according to the following method:
建立桥式起重机结构三维模型;Establish a three-dimensional model of the bridge crane structure;
根据所述桥式起重机结构三维模型生成有限元模型;Generate a finite element model according to the three-dimensional model of the bridge crane structure;
对所述有限元模型进行求解计算,获得所述桥式起重机的应力云图、位移云图以及危险截面位置;Solving and calculating the finite element model to obtain stress contours, displacement contours and dangerous section positions of the bridge crane;
根据所述桥式起重机的工作原理和安全裕度,并结合所述应力云图、位移云图以及危险截面位置,确定桥式起重机危险点位置,所述危险点即为测点。According to the working principle and safety margin of the bridge crane, combined with the stress cloud map, displacement cloud map and dangerous section position, determine the dangerous point position of the bridge crane, and the dangerous point is the measuring point.
在一些实施方式中,所述数据处理模块通过雨流计数法对所述桥式起重机的应力-时间历程进行统计分析,以获得载荷数据的统计特征。In some embodiments, the data processing module performs statistical analysis on the stress-time history of the bridge crane by rainflow counting method, so as to obtain the statistical characteristics of the load data.
在一些实施方式中,所述数据处理模块根据所述统计特征编制所述桥式起重机的实时等效载荷谱,包括:In some embodiments, the data processing module compiles the real-time equivalent load spectrum of the bridge crane according to the statistical characteristics, including:
根据获得的载荷数据的统计特征绘制应力的频次-幅值直方图;Draw the frequency-amplitude histogram of the stress according to the statistical characteristics of the obtained load data;
采用两参数威布尔分布公式对应力的频次-幅值直方图进行拟合处理,得到所述桥式起重机的载荷谱的威布尔近似表达;其中,所述两参数威布尔分布公式如下:The two-parameter Weibull distribution formula is used to fit the frequency-amplitude histogram of the stress to obtain the Weibull approximate expression of the load spectrum of the bridge crane; wherein, the two-parameter Weibull distribution formula is as follows:
式中,α为威布尔分布的尺度参数,β是威布尔分布的形状参数,SA是通过所述雨流计数法获得的变程循环值。In the formula, α is the scale parameter of the Weibull distribution, β is the shape parameter of the Weibull distribution, and SA is the variable range cycle value obtained by the rainflow counting method.
在一些实施方式中,所述数据处理模块还执行下述操作:In some embodiments, the data processing module also performs the following operations:
判断所述桥式起重机的剩余寿命的评估值大于寿命阈值,则发送报警信息并停机,Judging that the evaluation value of the remaining life of the bridge crane is greater than the life threshold, an alarm message is sent and the machine is shut down,
判断所述桥式起重机的剩余寿命的评估值小于寿命阈值,则继续通过数据获取模块获取测量数据,并根据所述测量数据评估所述桥式起重机的剩余疲劳寿命的处理。If it is judged that the evaluation value of the remaining life of the bridge crane is less than the life threshold, then continue to obtain measurement data through the data acquisition module, and evaluate the remaining fatigue life of the bridge crane according to the measurement data.
根据本发明的实施方式,可实现对桥式起重机剩余疲劳寿命的实时监测,并具有以下优点:①桥式起重机危险点(测点)选择准确,测点布置准确;②可以实现桥式起重机实时在线状态监测和预警;③可自行调整寿命阈值,最大限度地保证设备和人员安全。According to the embodiment of the present invention, the real-time monitoring of the remaining fatigue life of the bridge crane can be realized, and has the following advantages: ① the selection of dangerous points (measuring points) of the bridge crane is accurate, and the arrangement of the measuring points is accurate; ② real-time monitoring of the bridge crane can be realized. Online status monitoring and early warning; ③The life threshold can be adjusted by itself to ensure the safety of equipment and personnel to the greatest extent.
本发明实施方式的各个方面、特征、优点等将在下文结合附图进行具体描述。根据以下结合附图的具体描述,本发明的上述方面、特征、优点等将会变得更加清楚。Various aspects, features, advantages, etc. of the embodiments of the present invention will be specifically described below with reference to the accompanying drawings. According to the following detailed description in conjunction with the accompanying drawings, the above-mentioned aspects, features, advantages, etc. of the present invention will become more clear.
附图说明Description of drawings
图1是根据本发明实施方式的用于评估桥式起重机的金属结构的疲劳寿命的方法的流程图。FIG. 1 is a flowchart of a method for evaluating the fatigue life of a metal structure of an overhead crane according to an embodiment of the present invention.
图2是示出图1中步骤S100的一个示例性处理过程的流程图。FIG. 2 is a flowchart illustrating an exemplary processing procedure of step S100 in FIG. 1 .
图3是示出根据本发明实施方式的桥式起重机的实时等效载荷谱的直方图。FIG. 3 is a histogram showing a real-time equivalent load spectrum of an overhead traveling crane according to an embodiment of the present invention.
图4是示出Miner理论的示意图。Fig. 4 is a schematic diagram illustrating Miner's theory.
图5是根据本发明实施方式的用于评估桥式起重机的金属结构的疲劳寿命的系统的逻辑框图。5 is a logic block diagram of a system for evaluating the fatigue life of a metal structure of an overhead crane according to an embodiment of the present invention.
图6是本发明实施方式的用于评估桥式起重机的金属结构的疲劳寿命的系统的硬件结构的示例。FIG. 6 is an example of the hardware configuration of the system for evaluating the fatigue life of the metal structure of the bridge crane according to the embodiment of the present invention.
图7示出了本发明实施方式的传感器布置的示例。Figure 7 shows an example of a sensor arrangement of an embodiment of the invention.
具体实施方式Detailed ways
在下文中,将参考附图更详细地描述示例性实施方式。然而,本发明可以以各种不同形式体现,并且不应被解释为仅限于本文所示的实施方式。相反,这些实施方式作为示例来提供以便本公开将是透彻而全面的,并且将向本领域技术人员充分传达本发明的各方面和特征。因此,可能不会描述本领域普通技术人员充分理解本发明的各方面和特征所不必要的过程、元件和技术。除非另有说明,否则在整个附图和文字描述中,类似的附图标记表示类似的元件,因此,可能不会重复其描述。此外,每个示例性实施方式内的特征或方面通常应被视为可用于其他示例性实施方式中的其他类似特征或方面。Hereinafter, exemplary embodiments will be described in more detail with reference to the accompanying drawings. This invention may, however, be embodied in various different forms and should not be construed as limited to only the embodiments set forth herein. Rather, these embodiments are provided as examples so that this disclosure will be thorough and complete, and will fully convey the aspects and features of the invention to those skilled in the art. Accordingly, procedures, elements and techniques not necessary for a person of ordinary skill in the art to fully understand the aspects and features of the invention may not be described. Throughout the drawings and written description, unless otherwise noted, like reference numerals denote like elements, and therefore descriptions thereof may not be repeated. In addition, features or aspects within each example embodiment should typically be considered as available for other similar features or aspects in other example embodiments.
以下描述中可使用某些术语以仅供参考,因此这些术语并非旨在进行限制。例如,术语诸如“顶部”、“底部”、“上部”、“下部”、“在…上方”和“在…下方”可用于指代作为参考的附图中的方向。术语诸如“正面”、“背面”、“后面”、“侧面”、“外侧”和“内侧”可用于描述部件的各部分在一致但任意的参照系内的取向和/或位置,通过参考描述所讨论的部件的文字和相关联的附图可以清楚地了解所述取向和/或位置。此类术语可包括上文具体提及的词语、它们的衍生词语以及类似含义的词语。类似地,除非上下文明确指出,否则术语“第一”、“第二”以及其他此类指代结构的数字术语并不意味着次序或顺序。Certain terms may be used in the following description for informational purposes only and as such are not intended to be limiting. For example, terms such as "top", "bottom", "upper", "lower", "above" and "below" may be used to refer to directions in the drawings to which reference is made. Terms such as "front," "rear," "rear," "side," "outside," and "inside" may be used to describe the orientation and/or position of parts of a component within a consistent but arbitrary frame of reference, described by reference to The orientation and/or position may be clearly understood from the text and associated figures of the components in question. Such terms may include the words specifically mentioned above, their derivatives and words of similar import. Similarly, the terms "first," "second," and other such numerical terms referring to structures do not imply a sequence or order unless clearly indicated by the context.
应当理解,当元件或特征被称为“在另一元件或层上”、“连接到”或“联接到”另一元件或层时,其可直接在另一元件或特征上、连接到或联接到另一元件或特征,或可存在一个或多个中间元件或特征。另外,还应当理解,当元件或特征被称为在两个元件或特征“之间”时,其可为这两个元件或特征之间的唯一元件或特征,或也可存在一个或多个中间元件或特征。It will be understood that when an element or feature is referred to as being "on," "connected to," or "coupled to" another element or layer, it can be directly on, connected to, or is coupled to another element or feature, or one or more intervening elements or features may be present. In addition, it will also be understood that when an element or feature is referred to as being "between" two elements or features, it can be the only element or feature between the two elements or features, or one or more elements or features may also be present. Intermediate components or features.
本文使用的术语是为了描述特定实施方式的目的,而非旨在限制本发明。如本文所用,单数形式“一个”和“一种”旨在也包括复数形式,除非上下文另外明确指明。还应当理解,术语“包含”、“包括”和“具有”在本说明书中使用时指定所陈述的特征、整体、步骤、操作、元件和/或部件的存在,但不排除一个或多个其他特征、整体、步骤、操作、元件、部件和/或它们的集合的存在或添加。如本文所用,术语“和/或”包括相关联的所列项目中的一个或多个的任何和所有组合。诸如“…中的至少一个”之类的表达在要素列表之前时修饰整个要素列表,而不是修饰该列表的单独要素。The terminology used herein is for the purpose of describing particular embodiments and is not intended to be limiting of the invention. As used herein, the singular forms "a" and "an" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It should also be understood that the terms "comprising", "comprising" and "having" when used in this specification specify the presence of stated features, integers, steps, operations, elements and/or parts, but do not exclude one or more other Presence or addition of features, integers, steps, operations, elements, parts and/or collections thereof. As used herein, the term "and/or" includes any and all combinations of one or more of the associated listed items. An expression such as "at least one of" when preceding a list of elements modifies the entire list of elements and does not modify the individual elements of the list.
如本文所用,术语“基本上”、“约”和类似术语用作近似术语而不是用作程度术语,并且旨在考虑本领域普通技术人员将认识到的测量值或计算值的固有变化。此外,在描述本发明的实施方式时“可”的使用是指“本发明的一个或多个实施方式”。如本文所用,术语“使用”、“正使用”和“被使用”可被视为分别与术语“利用”、“正利用”和“被利用”同义。As used herein, the terms "substantially," "about," and similar terms are used as terms of approximation rather than degrees, and are intended to take into account inherent variations in measured or calculated values that one of ordinary skill in the art would recognize. Furthermore, the use of "may" in describing embodiments of the invention means "one or more embodiments of the invention". As used herein, the terms "use," "using," and "used" may be considered synonymous with the terms "utilizing," "utilizing," and "utilized," respectively.
除非另有定义,否则本文使用的所有术语(包括技术和科学术语)具有本发明所属领域的普通技术人员通常理解的相同含义。还应当理解,除非在本文中明确地如此定义,否则术语(诸如在常用词典中定义的那些术语)应被解释为具有与它们在相关领域和/或本说明书的上下文中的含义一致的含义,并且不应以理想化或过于正式的意义来解释。Unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It should also be understood that unless expressly so defined herein, terms (such as those defined in commonly used dictionaries) should be interpreted to have a meaning consistent with their meaning in the relevant art and/or in the context of this specification, And it should not be interpreted in an idealized or overly formal sense.
本发明提供了一种评估桥式起重机的金属结构的疲劳寿命的方案。根据桥式起重机的有限元受力分析结果,确定桥式起重机结构危险点,根据桥式起重机结构危险点布置测点,进而布置传感器网络;采用智能数据在线采集和处理设备,实时收集桥式起重机运行状态下结构应力数据;采用等效应力法和疲劳损伤累积准则,结合设备实时运行数据,评估桥式起重机剩余疲劳寿命。The present invention provides a solution for evaluating the fatigue life of metal structures of overhead cranes. According to the finite element force analysis results of the bridge crane, determine the dangerous points of the bridge crane structure, arrange the measuring points according to the dangerous points of the bridge crane structure, and then arrange the sensor network; use intelligent data online acquisition and processing equipment to collect bridge cranes in real time Structural stress data in the operating state; using the equivalent stress method and the fatigue damage accumulation criterion, combined with the real-time operating data of the equipment, to evaluate the remaining fatigue life of the bridge crane.
图1示出了根据本发明实施方式的用于评估桥式起重机的金属结构的疲劳寿命的方法的流程。在实施方式中,所述用于评估桥式起重机的金属结构的疲劳寿命的方法包括:FIG. 1 shows a flowchart of a method for evaluating the fatigue life of a metal structure of an overhead crane according to an embodiment of the present invention. In an embodiment, the method for evaluating the fatigue life of a metal structure of an overhead traveling crane comprises:
S100,确定所述桥式起重机的危险点位置,所述危险点即为测点;S100, determining the location of the dangerous point of the bridge crane, where the dangerous point is the measuring point;
S200,根据所述测点的个数和位置布置传感器网络;S200, arranging a sensor network according to the number and location of the measuring points;
S300,获得所述传感器网络中各传感器的测量数据;S300. Obtain measurement data of each sensor in the sensor network;
S400,根据所述测量数据获得所述桥式起重机的应力-时间历程;S400, obtaining the stress-time history of the bridge crane according to the measurement data;
S500,对所述桥式起重机的应力-时间历程进行统计分析,获得载荷数据的统计特征;S500, performing statistical analysis on the stress-time history of the bridge crane to obtain statistical characteristics of the load data;
S600,根据所述统计特征编制所述桥式起重机的实时等效载荷谱;S600. Compiling a real-time equivalent load spectrum of the bridge crane according to the statistical characteristics;
S700,根据所述实时等效载荷谱对所述桥式起重机的剩余疲劳寿命进行评估。S700. Evaluate the remaining fatigue life of the bridge crane according to the real-time equivalent load spectrum.
在一些实施方式中,在S100中,所述确定所述桥式起重机的危险点位置包括:In some implementation manners, in S100, the determining the location of the dangerous point of the bridge crane includes:
S101,建立桥式起重机结构三维模型。在一些实施方式中,删除三维模型中对分析结果无影响的几何形状(如倒角、与功能不相关的几何设计等)。S101, establishing a three-dimensional model of the bridge crane structure. In some embodiments, geometric shapes that have no influence on analysis results (such as chamfers, geometric designs that are not related to functions, etc.) in the three-dimensional model are deleted.
S102,根据所述桥式起重机结构三维模型生成有限元模型。在一些实施方式中,将桥式起重机三维模型导入有限元前处理软件ANSA中,进行几何修补、网格划分(面/体)、材料属性设置、约束条件设置、边界条件加载(位移、力等)、分析步设置,从而得到有限元模型。所述ANSA(Automatic Net-generation for Structural Analysis)是一款有限元前处理软件,主要应用于碰撞、疲劳及其他领域内有限元分析的建模过程。S102. Generate a finite element model according to the three-dimensional model of the bridge crane structure. In some embodiments, the 3D model of the bridge crane is imported into the finite element pre-processing software ANSA for geometric repair, mesh division (surface/body), material property setting, constraint condition setting, boundary condition loading (displacement, force, etc.) ) and analysis step settings to obtain the finite element model. The ANSA (Automatic Net-generation for Structural Analysis) is a finite element pre-processing software, which is mainly used in the modeling process of finite element analysis in collision, fatigue and other fields.
S103,对所述有限元模型进行求解计算,获得所述桥式起重机的应力云图、位移云图以及危险截面位置。在一些实施方式中,将ANSA生成的有限元模型(前处理文件)导入到有限元分析软件(ANSYS/ABAQUS)中,并进行求解计算,获得桥式起重机应力云图、位移云图以及危险截面位置。S103. Solve and calculate the finite element model to obtain a stress contour, a displacement contour, and a position of a dangerous section of the bridge crane. In some embodiments, the finite element model (pre-processing file) generated by ANSA is imported into the finite element analysis software (ANSYS/ABAQUS), and the solution calculation is performed to obtain the stress nephogram, displacement nephogram and dangerous section position of the bridge crane.
S104,根据所述桥式起重机的工作原理和安全裕度,并结合所述应力云图、位移云图以及危险截面位置,确定桥式起重机危险点位置。在一些实施方式中,根据桥式起重机工作原理和安全裕度,运用疲劳分析软件(FE-SAFE:一款疲劳耐久性分析和信号处理的软件),确定桥式起重机的危险点位置。S104. According to the working principle and safety margin of the bridge crane, and in combination with the stress cloud map, displacement cloud map and dangerous section position, determine the dangerous point position of the bridge crane. In some embodiments, according to the working principle and safety margin of the bridge crane, fatigue analysis software (FE-SAFE: software for fatigue durability analysis and signal processing) is used to determine the location of the dangerous point of the bridge crane.
在一些实施方式中,在S200中,根据所述测点的个数和位置布置传感器网络,例如,如图7所示,应变片3、4、5、8、9、10分别安装在桥式起重机的大车金属结构上。然后,校核已安装的相关数据采集与处理设备的工作情况和精度,并进行信号的修正。在S300-S400中,运行设备,并进行实时数据采集和处理,以获得桥式起重机应力-时间历程。In some implementations, in S200, the sensor network is arranged according to the number and position of the measuring points, for example, as shown in Figure 7, the
在一些实施方式中,在S500中,通过雨流计数法对所述桥式起重机的应力-时间历程进行统计分析,以获得数据的幅值、频次等统计特征。In some embodiments, in S500, statistical analysis is performed on the stress-time history of the bridge crane by rainflow counting method, so as to obtain statistical characteristics such as amplitude and frequency of the data.
在一些实施方式中,雨流计数法统计处理具体实施流程如下:In some embodiments, the specific implementation process of the statistical processing of the rainflow counting method is as follows:
(1)对桥式起重机的应力-时间历程的初始数据进行初始化和前处理,计算数据极值Xmax和Xmin及组间距;(1) Initialize and preprocess the initial data of the stress-time history of the bridge crane, and calculate the extreme values X max and X min of the data and the group spacing;
(2)分级处理。对应力-时间历程进行分级处理,如下:(2) Hierarchical treatment. The stress-time history is graded as follows:
式中,C为组间距,L为分级的级数,Xmax、Xmin分别为测量数据即应力值的最大值和最小值。In the formula, C is the group distance, L is the graded series, X max and X min are the maximum and minimum values of the measured data, that is, the stress value, respectively.
(3)变程循环值SA的统计。对变程循环值SA进行统计处理,组中值按下式处理:(3) Statistics of variable range cycle value SA. Perform statistical processing on the variable range cycle value SA, and the median value of the group is processed according to the following formula:
式中,SAJ为第J组的变程循环组中值,SAi为第J组的第i次变程循环值,N为第J组的所有变程的循环次数。In the formula, SA J is the median value of the variable-range cycle group of the J-th group, SA i is the i-th variable-range cycle value of the J-th group, and N is the cycle number of all the variable-range cycles of the J-th group.
(4)变程均值SM的统计。对变程循环均值进行处理时,其组中值按下式取值:(4) Statistics of variable range mean value SM. When dealing with the variable range cycle mean value, its group median value is taken as follows:
式中,SMJ为第J组的所有变程循环均值的平均值,SMi为第J组的第i次变程循环的平均值。In the formula, SM J is the average value of all variable range cycles of group J, and SM i is the average value of the ith variable range cycle of group J.
(5)总平均值SU的统计(5) Statistics of total mean SU
式中,SU为所有变程循环平均值的平均值,SMI为第I次变程循环的平均值,Z为所有变程循环的循环次数。In the formula, SU is the average value of all variable range cycles, SM I is the average value of the first variable range cycle, and Z is the cycle number of all variable range cycles.
通过上述处理,从初始的桥式起重机的应力-时间历程数据中提取数据的幅值、均值和频次等统计特征,其中,SM作为变程循环数据的均值,SA作为变程循环数据的幅值,N作为变程循环的频次。Through the above processing, the statistical features such as the amplitude, mean value and frequency of the data are extracted from the initial stress-time history data of the bridge crane, where SM is the mean value of the variable-range cycle data, and SA is the amplitude of the variable-range cycle data , N as the frequency of the variable range cycle.
在一些实施方式中,在S600,根据所述统计特征编制所述桥式起重机的实时等效载荷谱,包括:In some implementations, at S600, compiling the real-time equivalent load spectrum of the bridge crane according to the statistical features, including:
根据前述初始数据的统计处理结果,绘制应力的频次-幅值直方图。采用两参数威布尔分布公式对应力的频次-幅值直方图进行拟合处理,并进行相关性检验,得到桥式起重机载荷谱的威布尔近似表达,即桥式起重机的二维载荷谱。其中,所述两参数威布尔分布公式如下:According to the statistical processing results of the aforementioned initial data, draw the frequency-amplitude histogram of the stress. The two-parameter Weibull distribution formula is used to fit the frequency-amplitude histogram of the stress, and the correlation test is carried out to obtain the Weibull approximate expression of the load spectrum of the bridge crane, that is, the two-dimensional load spectrum of the bridge crane. Wherein, the two-parameter Weibull distribution formula is as follows:
式中,α为威布尔分布的尺度参数,β是威布尔分布的形状参数,SA是通过所述雨流计数法获得的变程循环值。In the formula, α is the scale parameter of the Weibull distribution, β is the shape parameter of the Weibull distribution, and SA is the variable range cycle value obtained by the rainflow counting method.
通过上述处理得到桥式起重机的实时等效载荷谱如图3所示。The real-time equivalent load spectrum of the bridge crane obtained through the above processing is shown in Figure 3.
在一些实施方式中,在S700中,采用疲劳损伤累积法则(如Miner法则等),结合金属结构疲劳S-N曲线或P-S-N曲线,计算桥式起重机在不同应力水平下的疲劳寿命,从而对桥式起重机的剩余疲劳寿命进行评估。其中,S-N曲线是以材料标准试件疲劳强度(即应力)为纵坐标,以疲劳寿命(即循环次数)的对数值lgN为横坐标,表示一定循环特征下标准试件的疲劳强度与疲劳寿命之间关系的曲线,也称应力-寿命曲线。P-S-N曲线指的是考虑到疲劳寿命的分散性而绘制的对应于不同存活率P的S-N曲线。In some embodiments, in S700, the fatigue damage accumulation law (such as Miner's law, etc.) is adopted, combined with the fatigue S-N curve or P-S-N curve of the metal structure, to calculate the fatigue life of the bridge crane at different stress levels, so as to calculate the fatigue life of the bridge crane The remaining fatigue life is evaluated. Among them, the S-N curve takes the fatigue strength (i.e. stress) of the material standard specimen as the ordinate, and takes the logarithmic value lgN of the fatigue life (i.e. the number of cycles) as the abscissa, indicating the fatigue strength and fatigue life of the standard specimen under certain cycle characteristics. The curve of the relationship between them is also called the stress-life curve. The P-S-N curve refers to the S-N curve corresponding to different survival rates P drawn considering the dispersion of fatigue life.
Miner理论示意图如图4所示。在Miner理论中,经过ni次循环时,疲劳损伤为:The schematic diagram of Miner theory is shown in Figure 4. In Miner theory, after n i cycles, the fatigue damage is:
式中:ni为每次运行中第i级应力水平的循环次数,Ni为第i级应力水平下的疲劳寿命。In the formula: n i is the number of cycles of the i-th stress level in each operation, and N i is the fatigue life under the i-th stress level.
当应力σi对金属结构的损伤达到临界值D时,材料发生破坏,即When the damage of the stress σ i to the metal structure reaches the critical value D, the material is destroyed, that is
简化后得到:Simplified to get:
式中:r为循环种类数。In the formula: r is the number of cycle types.
在一些实施方式中,所述用于评估桥式起重机的金属结构的疲劳寿命的方法还包括:In some embodiments, the method for evaluating the fatigue life of the metal structure of the bridge crane further includes:
判断所述桥式起重机的剩余寿命的评估值大于寿命阈值,则发送报警信息(例如,文字信息、声音提示、灯光提示等)并停机,Judging that the evaluation value of the remaining life of the bridge crane is greater than the life threshold, an alarm message (for example, text message, sound prompt, light prompt, etc.) is sent and the machine is shut down,
判断所述桥式起重机的剩余寿命的评估值小于寿命阈值,则继续获取测量数据并根据所述测量数据评估所述桥式起重机的剩余疲劳寿命的处理。If it is judged that the estimated value of the remaining life of the bridge crane is less than the life threshold, the process of acquiring measurement data and evaluating the remaining fatigue life of the bridge crane according to the measurement data is continued.
以上对本发明的用于评估桥式起重机的金属结构的疲劳寿命的方法进行了说明。相应的,本发明的实施方式还提供了一种用于评估桥式起重机的金属结构的疲劳寿命的系统,如图5所示,所述系统包括:The method for evaluating the fatigue life of the metal structure of the bridge crane according to the present invention has been described above. Correspondingly, the embodiment of the present invention also provides a system for evaluating the fatigue life of the metal structure of the bridge crane, as shown in FIG. 5 , the system includes:
数据获取模块1100,用于获得布置在所述桥式起重机各测点的各传感器的测量数据;A
数据处理模块2100,用于执行下述操作:根据所述测量数据获得所述桥式起重机的应力-时间历程;对所述桥式起重机的应力-时间历程进行统计分析,获得载荷数据的统计特征;根据所述统计特征编制所述桥式起重机的实时等效载荷谱;根据所述实时等效载荷谱对所述桥式起重机的剩余疲劳寿命进行评估。The
在一些实施方式中,所述系统还包括测点确定模块(未示出),该测点确定模块用于根据下述方法确定所述桥式起重机的测点:建立桥式起重机结构三维模型;根据所述桥式起重机结构三维模型生成有限元模型;对所述有限元模型进行求解计算,获得所述桥式起重机的应力云图、位移云图以及危险截面位置;根据所述桥式起重机的工作原理和安全裕度,并结合所述应力云图、位移云图以及危险截面位置,确定桥式起重机危险点位置,所述危险点即为测点。In some embodiments, the system further includes a measuring point determination module (not shown), which is used to determine the measuring points of the bridge crane according to the following method: establish a three-dimensional model of the bridge crane structure; Generate a finite element model according to the three-dimensional model of the bridge crane structure; solve and calculate the finite element model to obtain the stress cloud diagram, displacement cloud diagram and dangerous section position of the bridge crane; according to the working principle of the bridge crane and safety margin, combined with the stress cloud map, displacement cloud map and dangerous section position, determine the location of the bridge crane dangerous point, the dangerous point is the measuring point.
在一些实施方式中,所述数据处理模块2100通过雨流计数法对所述桥式起重机的应力-时间历程进行统计分析,以获得载荷数据的统计特征(数据的幅值、频次等)。In some implementations, the
在一些实施方式中,所述数据处理模块2100根据所述统计特征编制所述桥式起重机的实时等效载荷谱,包括:In some implementations, the
根据获得的载荷数据的统计特征绘制应力的频次-幅值直方图;Draw the frequency-amplitude histogram of the stress according to the statistical characteristics of the obtained load data;
采用两参数威布尔分布公式对应力的频次-幅值直方图进行拟合处理,得到所述桥式起重机的载荷谱的威布尔近似表达;其中,所述两参数威布尔分布公式如下:The two-parameter Weibull distribution formula is used to fit the frequency-amplitude histogram of the stress to obtain the Weibull approximate expression of the load spectrum of the bridge crane; wherein, the two-parameter Weibull distribution formula is as follows:
式中,α为威布尔分布的尺度参数,β是威布尔分布的形状参数,SA是通过所述雨流计数法获得的变程循环值。In the formula, α is the scale parameter of the Weibull distribution, β is the shape parameter of the Weibull distribution, and SA is the variable range cycle value obtained by the rainflow counting method.
在一些实施方式中,所述数据处理模块2100还执行下述操作:In some implementations, the
判断所述桥式起重机的剩余寿命的评估值大于寿命阈值,则发送报警信息并停机,Judging that the evaluation value of the remaining life of the bridge crane is greater than the life threshold, an alarm message is sent and the machine is shut down,
判断所述桥式起重机的剩余寿命的评估值小于寿命阈值,则继续通过数据获取模块获取测量数据,并根据所述测量数据评估所述桥式起重机的剩余疲劳寿命的处理。If it is judged that the evaluation value of the remaining life of the bridge crane is less than the life threshold, then continue to obtain measurement data through the data acquisition module, and evaluate the remaining fatigue life of the bridge crane according to the measurement data.
在一些实施方式中,所述用于评估桥式起重机的金属结构的疲劳寿命的系统可以是包括存储器和处理器的计算机设备,其中,所述存储器上存储有计算机可读指令或程序,所述处理器执行所述计算机可读指令或程序以执行所述数据获取模块、数据处理模块或测点确定模块所执行的操作。在一些实施方式中,如图6所示,所述计算机设备包括工控机1,其通过工控板2与各传感器通信连接,所述传感器包括应变片3、4、5、8、9、10和振动传感器6、7、11、12。如图7所示,应变片3、4、5、8、9、10分别安装在大车金属结构上。振动传感器6、7、11、12(图7未示出)分别安装在大车四个滑轮轴承座处。各个传感器的测量数据通过工控板2传输至工控机1,工控机1对获得的测量数据按照本发明各是实施方式所述的方法进行处理,从而完成对所述桥式起重机的剩余疲劳寿命进行估计。本发明的设备、装置安装在桥式起重机上,作为桥式起重机的健康状态监测系统,可实时监测桥式起重机的健康状态,保障设备健康安全运行。In some embodiments, the system for assessing the fatigue life of a metal structure of an overhead crane may be a computer device comprising a memory and a processor, wherein the memory has computer readable instructions or programs stored thereon, the The processor executes the computer-readable instructions or programs to perform the operations performed by the data acquisition module, data processing module or measurement point determination module. In some embodiments, as shown in FIG. 6, the computer equipment includes an
在一些实施方式中,通过安装在桥式起重机上的所述状态监测系统,获得关键位置的位移、应力、应变等数据;建立桥式起重机虚拟模型,结合实时运行数据,建立桥式起重机孪生模型,通过物理模型的实时数据驱动孪生模型的运行,从孪生模型中监测桥式起重机的运行状态,保证设备的安全运行。In some embodiments, through the state monitoring system installed on the bridge crane, data such as displacement, stress, and strain of key positions are obtained; a virtual model of the bridge crane is established, and a twin model of the bridge crane is established in combination with real-time operation data , drive the operation of the twin model through the real-time data of the physical model, monitor the operating status of the bridge crane from the twin model, and ensure the safe operation of the equipment.
本领技术人员应当理解,以上所公开的仅为本发明的实施方式而已,当然不能以此来限定本发明请求专利保护的权利范围,依本发明实施方式所作的等同变化,仍属本发明之权利要求所涵盖的范围。It should be understood by those skilled in the art that what is disclosed above is only the embodiment of the present invention, and of course it cannot be used to limit the scope of rights for patent protection of the present invention. The equivalent changes made according to the embodiment of the present invention still belong to the rights of the present invention. The scope covered by the request.
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CN118152756B (en) * | 2024-03-21 | 2024-10-18 | 重庆市特种设备检测研究院(重庆市特种设备事故应急调查处理中心) | Crane metal structure safety evaluation method and state monitoring system |
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