Reconstituted bamboo compression creep strain prediction method based on improved Kelvin-Volight model
By improving the Kelvin-Voight model and R-L fractional-order theory, combining creep test and model fitting, the accuracy problem of compression creep strain prediction of recombinant bamboo is solved, and the accurate prediction of a number of test pieces is achieved, and the mechanical properties are overcome The defects with strong dispersion have good engineering applicability.
Patent Information
- Application Number
- CN202411304949.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-09-19
- Publication Date
- 2024-12-27
- Estimated Expiration
- 2044-09-19
AI Technical Summary
The prior art cannot accurately predict the compression creep strain of recombinant bamboo, which is limited by its strong dispersion of mechanical properties.
Using a method based on the improved Kelvin-Voight model, model parameters were determined and derived under other stress levels through creep tests under 2 different stress levels and model fit analysis based on the definition of R-L fractional order theory of variable order. compression creep prediction model.
It has achieved accurate compression creep strain prediction for a number of recombinant bamboo specimens, overcomes the defects of strong dispersion of mechanical properties, and has good engineering applicability.
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Figure CN119203452A_ABST
Abstract
Description
Technical Field
[0001] The invention relates to the technical field of reconstituted bamboo material compression creep strain prediction, in particular to a reconstituted bamboo material compression creep strain prediction method based on an improved Kelvin-Voight model. Background Art
[0002] Reconstructed bamboo is a new type of bamboo material with high strength, large specifications and natural structure, which is made by loosening bamboo bundles of a certain length, maintaining the original arrangement of fibers and cross-linking each other, and then drying, gluing, and hot pressing them along the grain. This product has been developed and applied to outdoor floors, wall panels, and building structural materials. It is loved by people in Europe, the United States, Australia and other countries, and has become the fastest growing and most in-demand product among bamboo products.
[0003] At present, when predicting the compressive creep strain of reconstructed bamboo, due to the strong dispersion of the mechanical properties of reconstructed bamboo itself, it is impossible to accurately predict the compressive creep strain of the reconstructed bamboo specimens, and the prediction effect is poor. Summary of the invention
[0004] The purpose of this section is to summarize some aspects of the embodiments of the present invention and briefly introduce some preferred embodiments. Some simplifications or omissions may be made in this section and the specification abstract and the invention title of this application to avoid blurring the purpose of this section, the specification abstract and the invention title, and such simplifications or omissions cannot be used to limit the scope of the present invention.
[0005] Therefore, the purpose of the present invention is to provide a method for predicting the compressive creep strain of reconstructed bamboo based on the improved Kelvin-Voight model, which can effectively overcome the defect of strong dispersion of mechanical properties of reconstructed bamboo itself and accurately predict the compressive creep strain of multiple reconstructed bamboo specimens.
[0006] To solve the above technical problems, according to one aspect of the present invention, the present invention provides the following technical solutions:
[0007] A method for predicting the compression creep strain of reconstructed bamboo based on an improved Kelvin-Voight model, comprising:
[0008] S1. Conduct creep tests on reconstructed bamboo at two different stress levels and record the compressive creep strain growth process during the test;
[0009] S2. The Kelvin-Voight model defined based on the variable-order RL fractional theory is used to fit and analyze the compressive creep strains under two stress levels to determine the main parameter values of the model;
[0010] S3, fitting the relationship between stress and main parameters of the model to obtain the values of these model parameters at any other specified stress level;
[0011] S4. Substitute the derived model parameters into the Kelvin-Voight model with the same RL fractional order definition to predict the compression creep of reconstructed bamboo at other stress levels.
[0012] As a preferred embodiment of the method for predicting the compression creep strain of reconstituted bamboo based on the improved Kelvin-Voight model described in the present invention, in step S2, the Kelvin-Voight model is composed of an elastic unit E1 and a Kelvin unit in series, wherein the Kelvin unit is composed of an elastic unit E3 and a viscous unit η2 in parallel, and the stress-strain relationship of the model in the time domain is:
[0013] σ1=σ2+σ3=σ0 (1)
[0014] σ1(t)=E1ε1(t) (2)
[0015] σ3(t)=E3ε3(t) (3)
[0016] ε3(t)=ε2(t) (4)
[0017] Where σ0 is the total stress value of the model, σ1, σ2 and σ3 are the stress values of the elastic unit E1, the viscous unit and the elastic unit E3 respectively, and ε1, ε2 and ε3 are the strain values of the same units respectively.
[0018] As a preferred embodiment of the method for predicting the compressive creep strain of reconstituted bamboo based on the improved Kelvin-Voight model described in the present invention, in step S2, the time-domain stress-strain relationship of the viscous unit is studied using the fractional order theory, and the corresponding definition is:
[0019]
[0020] In the formula, α is the order of the fractional order.
[0021] As a preferred embodiment of the method for predicting the compression creep strain of reconstituted bamboo based on the improved Kelvin-Voight model described in the present invention, in step S2,
[0022] The fractional-order model used is the RL fractional-order model, which is defined as:
[0023]
[0024] The variable-order fractional-order theory is used for analysis, and the definition form is:
[0025]
[0026] In the formula, the subscript i represents the i-th time step. Based on this model, the stress-strain relationship of the viscous unit can be fitted, and the result is:
[0027]
[0028] In the formula, α(t i+1 ) and η(t i+1 ) are the values of order and viscosity coefficient in the i-th time step, respectively. When the stress level in the time step remains unchanged, it can be assumed that the values of these two parameters remain unchanged. Based on this assumption, the corresponding stress-strain relationship is:
[0029]
[0030] As a preferred embodiment of the method for predicting the compressive creep strain of reconstituted bamboo based on the improved Kelvin-Voight model described in the present invention, in step S3, an exponential function and a power function are used to fit the relationship between stress and the main parameters of the model.
[0031] As a preferred solution of the method for predicting the compressive creep strain of reconstituted bamboo based on the improved Kelvin-Voight model described in the present invention, in step S3, the relationship between stress and the main parameters of the model is fitted as follows:
[0032] The exponential function is used to fit the two sets of relationships between stress level and order and stress level and elastic modulus, and the influence of stress level on the two sets of relationship parameters is quantitatively determined. On this basis, the specific values of the two model parameters at any other specified stress level are determined.
[0033] The power function is used to fit the relationship between stress level and viscosity coefficient, and the influence of stress level on the parameter is quantitatively determined. On this basis, the specific value of the parameter at any other specified stress level is determined.
[0034] Compared with the prior art, the present invention has the following beneficial effects: the Kelvin-Voight model defined based on the RL fractional-order theory can effectively overcome the defect of strong dispersion of mechanical properties of reconstructed bamboo itself, accurately predict the compressive creep strain of multiple reconstructed bamboo specimens, and has good engineering applicability. BRIEF DESCRIPTION OF THE DRAWINGS
[0035] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the present invention will be described in detail below in combination with the accompanying drawings and detailed embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative labor. Among them:
[0036] Figure 1 This is a flow chart of a method for predicting compression creep strain of reconstituted bamboo based on an improved Kelvin-Voight model of the present invention;
[0037] Figure 2 A schematic diagram of the Kelvin-Voight model structure provided by the present invention;
[0038] Figure 3 A schematic diagram of the fitting results at a 30% stress level provided by the present invention;
[0039] Figure 4 This is a schematic diagram of the fitting results at a stress level of 40% provided by the present invention;
[0040] Figure 5 A schematic diagram of the prediction results under a 10% stress level provided by the present invention;
[0041] Figure 6 This is a schematic diagram of the prediction results under a 20% stress level provided by the present invention. DETAILED DESCRIPTION
[0042] In order to make the above-mentioned objects, features and advantages of the present invention more obvious and easy to understand, the specific embodiments of the present invention are described in detail below with reference to the accompanying drawings.
[0043] Secondly, the present invention is described in detail with reference to schematic diagrams. When describing the embodiments of the present invention in detail, for the sake of convenience, the cross-sectional diagrams showing the device structure will not be partially enlarged according to the general scale, and the schematic diagrams are only examples, which should not limit the scope of protection of the present invention. In addition, in actual production, the three-dimensional dimensions of length, width and depth should be included.
[0044] In order to make the objectives, technical solutions and advantages of the present invention more clear, the embodiments of the present invention will be further described in detail below with reference to the accompanying drawings.
[0045] The present invention provides a method for predicting the compressive creep strain of reconstructed bamboo based on an improved Kelvin-Voight model, which can effectively overcome the defect of strong dispersion of mechanical properties of reconstructed bamboo itself and accurately predict the compressive creep strain of multiple reconstructed bamboo specimens.
[0046] The compression creep strain prediction method of reconstructed bamboo based on the improved Kelvin-Voight model specifically includes the following two parts: (1) model definition and (2) model prediction.
[0047] (1) Model definition
[0048] like Figure 2 As shown in Figure 1, the model is a Kelvin-Voight model, which consists of an elastic unit E1 and a Kelvin unit in series, where the Kelvin unit is composed of an elastic unit E3 and a viscous unit η2 in parallel. The stress-strain relationship of this model in the time domain is:
[0049] σ1=σ2+σ3=σ0 (1)
[0050] σ1(t)=E1ε1(t) (2)
[0051] σ3(t)=E3ε3(t) (3)
[0052] ε3(t)=ε2(t) (4)
[0053] Where σ0 is the total stress value of the model, σ1, σ2 and σ3 are the stress values of the elastic unit E1, the viscous unit and the elastic unit E3, and ε1, ε2 and ε3 are the strain values of the same unit.
[0054] Among them, the time-domain stress-strain relationship of the viscous unit is studied using the fractional order theory, and the corresponding definition is:
[0055]
[0056] In the formula, α is the order of the fractional order.
[0057] The fractional-order model used is the RL (Riemann–Liouville) fractional-order model, which is defined as:
[0058]
[0059] This method is applied to study the compression creep properties of reconstructed bamboo under various stress levels. Previous studies have shown that when creep properties of reconstructed bamboo are studied based on fractional order theory, the order of the fractional order is related to the stress level. Therefore, this invention uses variable order fractional order theory to analyze it, and its definition form is:
[0060]
[0061] In the formula, the subscript i represents the i-th time step. Based on this model, the stress-strain relationship of the viscous unit can be fitted, and the result is:
[0062]
[0063] In the formula, α(t i+1 ) and η(t i+1 ) are the values of the order and viscosity coefficient in the i-th time step, respectively. When the stress level in this time step remains unchanged, it can be assumed that the values of these two parameters remain unchanged. Based on this assumption, the corresponding stress-strain relationship is:
[0064]
[0065] Based on this equation, the corresponding stress-strain relationship of the viscous unit and the Kelvin-Voight model in the time domain can be derived.
[0066] (2) Model prediction
[0067] Based on the Kelvin-Voight model defined by the above RL fractional-order theory, the compressive creep strain of reconstructed bamboo can be predicted, such as Figure 1 As shown, the specific steps are:
[0068] Step 1: Select a certain reconstructed bamboo compression creep specimen, conduct compression creep tests on it under two stress levels, and record the compression creep strain growth process during the test;
[0069] Step 2: Use the Kelvin-Voight model defined by the above RL fractional order to fit and analyze the compressive creep strains under the two stress levels, and determine the main parameter values of the model (model order, viscosity coefficient and elastic modulus);
[0070] Step 3: Use exponential function to fit the two sets of relationships between stress level and order and stress level and elastic modulus, quantitatively determine the influence of stress level on these two model parameters, and on this basis determine the specific values of these two model parameters at any other specified stress level;
[0071] Step 4: Use a power function to fit the relationship between stress level and viscosity coefficient, quantitatively determine the influence of stress level on the parameter, and on this basis determine the specific value of the parameter at any other specified stress level;
[0072] Step 5: Substitute the derived model parameters into the Kelvin-Voight model with the same RL fractional order definition to predict the compressive creep strain of the reconstructed bamboo specimen at a specified stress level.
[0073] In order to further verify the universality of this method, three groups of specimens were used for prediction research. According to step 1, the three groups of specimens were first subjected to compression creep tests at two stress levels (30% and 40% compressive strength), and the compression creep strain growth process during the test was recorded. Then, according to step 2, the Kelvin-Voight model defined by the RL fractional-order theory described above was used to fit and analyze the compression creep strain of the three groups of specimens at different stress levels. The results are shown in Figure 2. Figure 3 to Figure 4 As shown:
[0074] like Figure 3 to Figure 4 As shown in the figure, it can be seen that when the Kelvin-Voight model defined based on the RL fractional-order theory is used to fit the compressive creep strains of the three groups of specimens at different stress levels, the fitting results are basically consistent with the original test data, indicating that the model has good applicability in analyzing the compressive creep characteristics of reconstructed bamboo at these two stress levels. The corresponding model order and viscosity coefficient fitting results of different specimens are shown in Table 1.
[0075] Table 1 Kelvin-Voight model parameter fitting results
[0076]
[0077] Based on the fitting results in Table 1, the exponential function and power function are used to analyze the two sets of relationships between stress level and order and stress level and viscosity coefficient, and the values of these two model parameters of different specimens at 10% and 20% stress levels are calculated. The results are shown in Table 2:
[0078] Table 2 Kelvin-Voight model parameter estimation results
[0079]
[0080] The model parameter values obtained from the analysis in Table 2 are combined with the Kelvin-Voight model defined by the RL fractional-order theory mentioned above to predict the compressive creep strain of the three groups of specimens at these stress levels. The results are as follows: Figure 5 to Figure 6 As shown in the figure, it can be seen that when the compression creep strain of reconstructed bamboo is predicted based on this method, the prediction results are basically consistent with the actual test results, and the relative error of each time node does not exceed 3%. This shows that this method can effectively overcome the dispersion of the mechanical properties of the material itself and has good universality.
[0081] Although the present invention has been described above with reference to the embodiments, various modifications may be made thereto and parts thereof may be replaced by equivalents without departing from the scope of the present invention. In particular, as long as there is no structural conflict, the various features in the embodiments disclosed in the present invention may be used in combination with each other in any manner, and the fact that these combinations are not exhaustively described in this specification is only for the sake of omitting space and saving resources. Therefore, the present invention is not limited to the specific embodiments disclosed herein, but includes all technical solutions falling within the scope of the claims.
Claims
1. A method for predicting the compressive creep strain of reconstructed bamboo based on an improved Kelvin-Voight model, characterized in that: include: S1. Conduct creep tests on reconstructed bamboo at two different stress levels and record the compressive creep strain growth process during the test; S2. The Kelvin-Voight model defined based on the variable-order RL fractional theory is used to fit and analyze the compressive creep strains under two stress levels to determine the main parameter values of the model; S3, fitting the relationship between stress and main parameters of the model to obtain the values of these model parameters at any other specified stress level; S4. Substitute the derived model parameters into the Kelvin-Voight model with the same RL fractional order definition to predict the compression creep of reconstructed bamboo at other stress levels.
2. The method for predicting the compressive creep strain of reconstructed bamboo based on the improved Kelvin-Voight model according to claim 1, characterized in that: In step S2, the Kelvin-Voight model is composed of an elastic unit E1 and a Kelvin unit in series, wherein the Kelvin unit is composed of an elastic unit E3 and a viscous unit η2 in parallel. The stress-strain relationship of the model in the time domain is: σ1=σ2+σ3=σ0 (1) σ1(t)=E1ε1(t) (2) σ3(t)=E3ε3(t) (3) ε3(t)=ε2(t) (4) Where σ0 is the total stress value of the model, σ1, σ2 and σ3 are the stress values of the elastic unit E1, the viscous unit and the elastic unit E3 respectively, and ε1, ε2 and ε3 are the strain values of the same units respectively.
3. The method for predicting the compressive creep strain of reconstituted bamboo based on the improved Kelvin-Voight model according to claim 2, characterized in that: In step S2, the time-domain stress-strain relationship of the viscous element is studied using the fractional-order theory, and the corresponding definition is: In the formula, α is the order of the fractional order.
4. The method for predicting the compressive creep strain of reconstituted bamboo based on the improved Kelvin-Voight model according to claim 1, characterized in that: In step S2, The fractional-order model used is the RL fractional-order model, which is defined as: The variable-order fractional-order theory is used for analysis, and the definition form is: In the formula, the subscript i represents the i-th time step. Based on this model, the stress-strain relationship of the viscous unit can be fitted, and the result is: In the formula, α(t i+1 ) and η(t i+1 ) are the values of order and viscosity coefficient in the i-th time step, respectively. When the stress level in the time step remains unchanged, it can be assumed that the values of these two parameters remain unchanged. Based on this assumption, the corresponding stress-strain relationship is:
5. The method for predicting the compressive creep strain of reconstituted bamboo based on the improved Kelvin-Voight model according to claim 1, characterized in that: In step S3, exponential function and power function are used to fit the relationship between stress and main parameters of the model.
6. The method for predicting the compressive creep strain of reconstituted bamboo based on the improved Kelvin-Voight model according to claim 1, characterized in that: In step S3, the relationship between stress and main parameters of the model is fitted as follows: The exponential function is used to fit the two sets of relationships between stress level and order and stress level and elastic modulus, and the influence of stress level on the two sets of relationship parameters is quantitatively determined. On this basis, the specific values of the two model parameters at any other specified stress level are determined. The power function is used to fit the relationship between stress level and viscosity coefficient, and the influence of stress level on the parameter is quantitatively determined. On this basis, the specific value of the parameter at any other specified stress level is determined.
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