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\n", "text/html": [ "\n", " <iframe\n", " width=\"400\"\n", " height=\"300\"\n", " src=\"https://www.youtube.com/embed/M7JZNVzrgko\"\n", " frameborder=\"0\"\n", " allowfullscreen\n", " \n", " ></iframe>\n", " " ], "text/plain": [ "<IPython.lib.display.YouTubeVideo at 0x7f0fb0615d90>" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import YouTubeVideo\n", "YouTubeVideo('M7JZNVzrgko')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/start_flag.png\" alt=\"Previous trip\" width=\"40\" height=\"40\">\n", " <b>Starting point</b> </div> " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By saying that we want to capture the _material behavior_ we mean\n", "that we realistically describe the **constitutive relation** between the strain and stress which is **valid for\n", "any material point** of the considered volume. With the focus on a one-dimensional interface between two material\n", "components we can reduce this task to the relation between bond stress and slip.\n", "In Tour 2, we assumed the constitutive bond-slip relation constant. However, as we have learned\n", "in trip [2.1 Pull-out of elastic fiber from rigid matrix](../pull_out/2_1_1_PO_observation.ipynb)\n", "this stick-slip interface behavior cannot realistically describe the experimentally measured\n", "response of steel-concrete pull-out with varied length of the bond length $L_b$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/destination.png\" alt=\"Previous trip\" width=\"40\" height=\"40\">\n", " <b>Where are we heading</b> </div> " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To improve the quality of the model, in this notebook we introduce and investigate more complex shapes of bond slip laws and their effect on the observed pullout response. This extension will enable a more **realistic \n", "prediction of a wide range of pull-out and crack bridge tests**, including \n", "steel rebars, carbon textile fabrics or carbon fiber reinforced polymer (CFRP) sheets.\n", "Using the models, we will perform automated studies of the pull-out response that can demonstrate the different phenomenology behind hardening and softening constitutive behavior.\n", "These studies indicate how validated models can support the definition of engineering design rules. " ] }, { "attachments": { "9086d2ee-b436-406a-aae8-44f90e71f5b3.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "To proceed in small steps we consider two shapes of constant bond-slip law, referred to as **bond-hardening and bond softening**.\n", "\n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The increasing/hardening or decreasing/softening trend of the bond-slip law in the second branch introduces the question, what kind of **material structure** within the bond zone can induce such type of behavior. An example of an idealized bond system leading to hardening or softening can be provided using a rough surface with an increasing or decreasing number of asperities. A more detailed classification of the bond systems will be shown in Tour 3 which provides a more physically based description of the debonding process. The question studied in this notebook is **what is the qualitative effect of the second bond-slip slope on the pull-out response.**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# **Numerical support necessary**\n", "\n", "To solve a pullout problem for a generally nonlinear bond-slip law, we have to solve\n", "the initial boundary value problem numerically. In this notebook, we will use a finite-element code\n", "implemented within the BMCS tool to study the behavior for two examples of qualitatively different bond-slip laws. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Solution algorithm:** To study of the effect of the nonlinear bond-slip law on\n", "the pullout response we will use the finite-element method solving the nonlinear response of the pull-out test by stepping through the loading history. Let us therefore briefly touch the topic of the solution algorithm needed to solve such a nonlinear problem boundary value problem of continuum mechanics. Generally, a non-linear finite element solver includes the solution of two separate tasks:\n", " - **Time stepping** algorithm that can identify the material state variables satisfying the constitutive law for a prescribed loadincrement in all points of the domain using an iterative Newton-type algorithm.\n", " - Find the **spatial distribution** of the displacement field satisfying the equilibrium, compatibility and boundary conditions using the finite-element discretization." ] }, { "attachments": { "fcf8bea4-2c06-4931-b39d-47e53c0d6dda.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/bus.png\" alt=\"Diver\" width=\"40\" height=\"40\">\n", " <b>Short sidetrip</b> </div>\n", "\n", "## Time-stepping - Newton method to solve a set of nonlinear equations \n", "\n", "The Newton method is the basis of all nonlinear time-stepping algorithms used in finite-element codes. \n", "Let us explain the solution procedure by considering a very short bond length $L_\\mathrm{b}$x and denote it as a material point $m$ for which a constant profile of the shear stress $\\tau(x) = \\tau_m$ and slip $s(x) = s_m$ can be assumed.\n", "\n", "\n", "\n", "The iterative time-stepping algorithm with increasing load levels can now be displayed for single unknown displacement variable $w$ which must satisfy the equilibrium condition $\\bar{P}(t) = P(w)$, where $\\bar(P)$ is a prescribed history of loading. A simple implementation of the time stepping procedure exemplifying the solution procedure for a nonlinear equation is provided for an interested tourist in an Annex notebook [A.2 Newton method](../extras/newton_method.ipynb). \n", "\n", "\n", "\n", "In a real simulation of the pull-out problem, the unknown variable is not a slip but the displacement fields $u_\\mathrm{m}, u_\\mathrm{f}$ are the primary unknowns. They are transformed to corresponding component strains $\\varepsilon_\\mathrm{m}=u_{\\mathrm{m},x}, \\varepsilon_\\mathrm{f}=u_{\\mathrm{f},x}$, and slip $s = u_\\mathrm{m} - u_\\mathrm{f}$. In the following examples, the component strains are still assumed linear elastic while the bond/shear stress is assumed generally nonlinear. With the known stress fields, the corresponding forces are obtained using numerical integration which deliver the residuum of the global equilibrium condition. The solution scheme described for a single variable in the notebook [A.2](../extras/newton_method.ipynb#newton_iteration_example) remains the same." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/diver.png\" alt=\"Diver\" width=\"40\" height=\"40\">\n", " <b>Deep dive</b> </div>" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spatial solver - boundary value problem solved using the finite element method \n", "\n", "The identification of the displacements within each equilibrium iteration includes the same conditions that we have applied to derive the analytical solution of the pull-out problem with a constant bond slip law. However, the discrete solution satisfies the equilibrium conditions only approximately in a _week sense_. This means that the local differential equilibrium condition is not satisfied everywhere but only in integration points." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To provide an insight into the way how do the finite-element tools solve the problem, an open implementation of the nonlinear solver used in this and later notebooks is described completely with a running example, plots and animation in a notebook [A.3 Finite element solver for a pull-out problem](../extras/pullout1d.ipynb). This notebook is an Annex to the course and is meant for ambitious adventurers who want to see how the most finite-element programs available on the market are implemented. Detailed explanation of the theoretical background is provided in the Master's courses on linear structural analysis focused on the theoretical background of the finite-element method and on the nonlinear structural analysis." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/binoculars.png\" alt=\"Traveler in a hurry\" width=\"40\" height=\"40\">\n", " <b>Distant view</b> </div>" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Example of the finite-element pull-out simulation\n", "\n", "To understand the functionality of the finite-element model implemented in the referenced notebook [A.3](../extras/pullout1d.ipynb), its output is provided here in form of the pull-out curve and of the fields along the bond zone. The applied boundary conditions are given as follows, the free length $L_\\mathrm{f}=0$, the matrix is supported at the loaded end." ] }, { "attachments": { "image.png": { "image/png": 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dwI2QFKyuptgbrO6lPOdkU+A8tohKlSq5FZ3eHsOupciFgkIA74XnnntOB8fhfWAIz6/Bgwdn1VcMZXhm4SVlJxgO9hGivfFwgBlQX7NmzfSqCmO/cfU1z1IOHhNCgkBUEMAdk2BTr6og2s0ETiAttgQnqlu3buJb5B5ilEizgzcQizZcTd3yt2GXsAbs2ssXm4AdkZj/5uXlheHFQsdonXRxQXMyPKUDGYbwPXv2OKqCXn31VW00h4jz2G+//XTkOcZ00n/gVWEPPMSYZk8nkk575F5BwC8EyF9mDLiPP/64Lha1EH76XqhFixbac9C6W6N5jjgBFmd8g9gJsKkRvMpvvBHxsnOSBGgT0juMwI2ECbghE9PzJriElw4yek1cWgmK69ixY1bIGPUSKxk7MckbYtJHx3niiSfqU0gDTsSLH0YGWae65ZwgYEUAvT7+/JkSKk8YARO8PWMzZZNYzkosyFItymBKuJg6GYxNWWITyHTECvQ5VhWstklshThrIh6RCiCiHLMhjLluZBL1cZ1gO8ieUND+LJJKOtHG9ufltyAQFQRIUcNCiPQRfhGRyXzLdgnaWr4wAb/QLrByyI9EBljjWoYeH8Jga9Qv2AjQ3X/33Xc6Nwlpa1EnMTEjBiO+klrDSmaFQ+qHZIReFXWQYToEu9iN1DyPR4V91ZSsXLkmCEQVAVbsqG6IofFDxQkzQbpItfdEzpkAHUa3hd7MfrRs2dLTeE2ePFmnmgZAIvHQk+FChWjmB5ieGlFAN+GJwORq9b9/6aWXdHQzgSfo7iF09Uz8ZCjEm4h0tWCOVw+h7ORPshuSCQ5j0raPCwbjO++8U0/01E8d5EE3wWSItVZJwcCN2kiYQAG9fDHvCit24meMbSFTODAeY1dLtZcA5efcJnD99ddrYyA+r0ziMAJj4HCKoLODgnWczmLMRF+NV4vRy5FSgAmC/QyEvCPA6h+vG5LjMdETlUsQGysKJusDDjhAF4Zen80xjF6SSZrfMASICRy9vp14Me0Bcbh5Tp8+Xd188806/xTucNQJIU0QDekk0rLp0KmnnmqvQn4LAnmLABIB+wpkQyzIku0hYC07p5IA4gougUzaTP54giC+GInAKQWrHRgmeFadMAOYQNOmTRO3EJFL4jih9BFgL2cCVDAQ//XXX3p1QsAJgV6MkSHc2qyTc7KgFPMMTADpwUowEnaBQw2FEfree+/VNgl20UIVZTUaW5/DVkFiLSFBQBDIDIGcSgJWdQ96ZLuKwEuXSBvAxENiOmteDZ5ldenkj27KJZKOAymEQ+g/BEyeIysmxn0zW5wIXMHgi58zGVUhjLv2rKA33HBD0qqQVJBGjAdR0pvloiAgCDgikFMmYG0RK81MdLtm5fnmm2/q7dwMESXHBN+6dWvHjnPSqJswYnKvExHJx8F19NXZpjpwqiNfz4E5OUxQ4yEdYAsgBoAU2iR4M3pNfuP6Zs1fgtqHjIes/jMhVEQEkzllTcykPHlGEIgrApFhAqiFnLZh8zIwTETonq3uhOiVoWSGEeMTn6wOvFQ4YALt27fXemrqQVWFugljqZPPe7IyC+Vao0aNFIch0kxwGEKv6abbJOQd/FH/gGG6RAZREsjJjm7pIif3CwIlEYgEE2CDBSZZN59wdMJ4+xAV52QsRu1jfxavFZiKWyi11xfB7D+MzQEvJgyjpFOA6aC+Yg9ieyoDymaDadQeGEfN4bXOuNyHLYg8QuCUzqYyBIcRxCYMIC5vSn73E29F5ih29rLvrxKFnkWCCeDWiXHRLfqN6xgI8U5x2owedQ7+5IRbo1LCZ53oumRRcpmCT7ATBxNQMv9bfOdxXyRNAi+A3V+e+lEtde7cWRvE40jgSJ6gdAkpokGDBuk+JvcLAjlBgAUumg4OPH9wve7QoYNiR0UvjhRBNzoSTACDLp4gboAQA8BBOLUTMcn26NFDc1mkhqKiIqfbQj2HJMAhJAgIAoKAQQCNAjEwHNjFWNSiscilY0okmIAXn1YiUd2AMmlbiS/AvTQoSrZPZ1B1SrmCgB0BdpRC0sRWJRQsAkGmKScgE8cGgl1xpMB+yfzlNs8F1dNIMAEvncPzxMnIS9oCDMPp6JS91Od0D2onIUEg1whgE0G9yOJHKFgE9u7dm7QCL4tON89DUzAR8kTkc0AwAdTExh7plB00aaPSvJgXTIDNFjDw2rdII9gMTo3/OnlqrJ4paeIgtwsCgoAgkDYC9qBHpwJ27NjhdNr1HEyDBScOJzCAoI3JecEEsBU42QsINvOaX8gVcY8XjjvuOI93ym2CgCAQFwQ2bdqUsqt4NZIXKxXhHIMHEYtap/3HUz2f6fW8YAKZds7P50iGxu4+QRABVuh5yYFECoS4egsFgW0hlrlu3TqdS4n9qIWCRcDLJJ9NC5j48RZC1d2mTZuMAmazqZ9nhQl4RJD8RBx+EnEGqLSIRGZ7uGrVqvlZfGTLIsaCnD8NGzb03Ebuh1HyscSdSeJ3ngsDoufBKqAbWcX7TTDwVq1a6XcZVY9TYkS/60xWnjCBZOgEeI04BqJliXr1mu0vwOaEVjSMD2mHvD/pEC7EDz/8sE4UaLLEpvO83CsI5BoBVDy4gxIfECUSJhDiaJDjmzw7TGQEi7jFPYTYpNCruv/++7UXhJONJ1VjRo0apXr37q0zxWaSZypV+XJdEAgCAd5Xdg0L2sCbaduFCWSKXBrPLVq0SPt0s+JHAiBqMI4EBkRae0kR7oQPYnPfvn01hk6bcTs9I+cEgVwjEKaRN5O+ChPIBDUPz5DFdNasWdrNi1VAELpFD82I1C2k+0afnQ2xeRBBNtgIUBEJ5RcC5Aljjwr04dWrV8+vxhdoa4UJBDCwRAGS74jValxX/XZYmbgJcPIjFTc5mxYuXChMwA5yHvzGCQJ3SQ4kQjYPsm4ElQddKLgm+soEiNzlSEVMBE77xaZ6zut1Jl907mESyeLIdMr2ikxSRDIXCtEXJBvUMXgxGcLGQToP+2Y+Tv0mp5PbNpDYSJAQkJr4n/TT1InLLOVbN7ynbCYPmECcCPyNCowASQ6njLpRx8QaXEUfbrzxRjVy5EjtHhlFwm+/0Gmf4rDo5HHRaSBAlBtiOomRcIGyZvFkJYhnCKmDu3fvrhPCBUGswtmRirz/bH0YJDHhM/HDAHD7IhlU0HUG2R+nstmXgX4yOTdr1kxvC2lSdOClg3rGOpZM5ExYRHdb1TXkXaIcKxMx9Q0fPlzr+YmOJEW02WgeRtCtWze9A5k1nwrvGAkDyRYbR8pnF1HSv6Aa5VthL+qw8+TE8X1J1WdfJQF8lzGCsHk8ufedxDws5KlyaaRqtNt1Jh8YECtIxM4gJ+QNGzaoK664Qo0fP9514xS3dubTeRg7K3EOqGLFionmk7vGvlJiMmcj+k8++USv7o0Xz7Zt2xw9ehgzPIVMfhSYTZUqVfQqF2mOScI+USBFsqeDUP4hQGxIXJl3VEfLVyZAJ03WPTcPEFaHfOhBECqCsWPHqp49e2q1lN+bjrDKxdjLxIVKa8GCBb7ouIPAwq8yzf4NfLiEsxsbB/jCCK1ub/zmwB7Cpj7WXE87d+4sNZnTRiZ/k/MJxs37g8QBUZdTgi6xs5QeXaQj3n8YJJIUUlqug5BKt1LORBEB35kAK0d2+bL6caMPNhuwMBnYdwHzAxiiSdmUxtSLisavICwkF/z7mfhY+YZtb/ADn0zLgJEysaOSQZQ3RIxDjRo1SuilsREY/O0ZX4nyZXKyk5VRwzwgvKmSEcw4rlt6OuGCxw0qNZIoMvGzSIGxmt9Oz8g5QcAg4DsTQIds3fWJD58J1DCBZLtxZTosqH+WLVumevXqpYtADUTm0WwIaYWUDmvXrtUrWCb+TAKcsmlDVJ5dsWKFjvI1K3AmYXZJ6tq1q2aMYISaCGkBhoEaCEnQKg0y2bPSdyIWBqxg2ZgeNZDVr5pxtafroM64joUTfthksJGYlT/pR8ARaQCblZAgkAwB3/c1RE+MARjjDweifdDiOytU6+qRCQkddKaEFwYJ41i90gc+pjhPOjByq2THit/s4YD6BqaLgRhDH3/By64OhJE62YLA2aiDli5dqp8z7wtlO40j5fit6sv0XYnCcytXriwlXeOoMH36dE/eelHog7Qhdwj4KgmwCsSlD90xHzOrcSYM+4RguksEKQwD1Q2RoJkS4q9Vd8yEzerSTujzWeFT38CBA+2XtS4bSQY1EobNoJlXqQZE9AR6/wkTJuhVPl5e6J6Z7GEETNRGAkvWfAKDRo8eXeIWJAPGv0mTJtqG0L59ey1hoNoz74XTHsTov932o07WhkK8xrtPQj4mfSsZF2ywhDlHlZAieYd4F3jPWFDwG+keCTCMzaKiik1Y7fKVCaAnZvXMh2u8PWAEVuMhAwxTYDLBk4fVH7rLTIgXhVwyTPqoIAzt3r1bfxhWQrUzYMAArdueMmVKqepY/bNaZeUvVBIBJnxUekw4jCsMlIOx5CP1YoDEIQA1Eu+Dkaowrm/ZskWXy8oeOwJeSOi4mbjcdlRC8otj3iWn9xLsIHvcjcm06iRJOZWTi3OkU2HyRxLk3ahdu7b+RlEH1qlTRw0dOlQNGTIkF02LVZ2+MgHETyYM68eLd4n5zUAzmcAEMBaXL19ee5CgPsiE0EFjY7A/j3+5Xf+8ceNGPcnzcdjvp+44GXszwRp1kD1pm5uE51Z+8+bNFR++FWveDaudCF12shTTLB7YX9feFrc6C/18quDMoDzxssWVcSReaP369booFhJ8szAA3gHcy2WnwGxR9va8bzYBViS8kHBzK1kZAuoYdgJDp8sqkvvxJsr0RUWUdJrQsQlYPw5UC6gyTH2pPhxv0MldVgQYUyQ6mDvSlBPGSIgwgWyId6hfv37ZFCHPRgAB7ExTp05NSJG8N7wzLCJh8HPmzHF0KY5A0wuuCb4xASZzyClADLUNHz8r9Fq1amlOz0Cjc2d1blcnoNoh8jcZ4fVgjUi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"</video>" ], "text/plain": [ "<IPython.core.display.HTML object>" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from IPython.display import HTML\n", "html_video_file = open('../extras/pull_out_animation.html','r')\n", "HTML(html_video_file.read())" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## What constitutive law can induce such a debonding process?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A closer look at the simulated evolution of the shear stress along the bond zone in the bottom right \n", "diagram provides an important phenomenological observation. The level of shear increases \n", "at the right, loaded end in the first stage. After reaching the peak shear stress of $N = 2~\\mathrm{N}$ , it \n", "diminishes slowly to a low value of approximately 0.1 N.\n", "\n", "The constitutive law valid at each material point has thus a first ascending and second descending branch. Such kind of behavior is called **softening**. Constitutive behavior exhibiting softening has a severe impact on the structural behavior by introducing the phenomena of strain localization to discrete shear and tensile cracks, accompanied with stress redistribution during the debonding or crack propagation process. The pull-out problem can be conveniently used to visualize the correspondence between the **softening** material law and the structural response with a debonding propagation, as opposed to **hardening** material law." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# **Setting up the model components - new material model**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For the purpose of this comparison, let us introduce a simple piece-wise linear bond-slip law, that can be inserted into the non-linear finite-element code to investigate the effect of the type of nonlinearity on the pull-out response." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<a id=\"trilinear_material_model\"></a>\n", "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/work.png\" alt=\"Coding intermezzo\" width=\"40\" height=\"40\">\n", " <b>Coding intermezzo</b> </div>" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Construct a material model with tri-linear bond-slip law \n", "To indicate how the below examples are implemented let us define a a piece-wise linear function with three branches constituting the bond-slip behavior. It can be used to exemplify how to implement material models in standard non-linear finite-element codes for structural analysis. In codes like `ANSYS, Abaqus, ATENA, Diana`, the spatial integration of the stresses and stiffnesses is based on the so called **predictor**, **corrector** scheme." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "This simply means that the material model must provide two functions\n", " 1. the stress evaluation for a given strain increment\n", " 2. the derivative of stress with respect to the strain increment, i.e. the material stiffness.\n", "In our case of a bond-slip law, we need to provide two functions\n", "\\begin{align}\n", " \\tau(s) \\\\\n", " \\frac{\\mathrm{d} \\tau}{ \\mathrm{d} s}\n", "\\end{align}." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "**Let's import the packages:**" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "%matplotlib widget\n", "import sympy as sp # symbolic algebra package\n", "import numpy as np # numerical package\n", "import matplotlib.pyplot as plt # plotting package\n", "sp.init_printing() # enable nice formating of the derived expressions" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "The tri-linear function can be readily constructed using the already known `Piecewise` function provied in `sympy`" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\begin{cases} \\frac{s \\tau_{1}}{s_{1}} & \\text{for}\\: s \\leq s_{1} \\\\\\tau_{1} + \\frac{\\left(s - s_{1}\\right) \\left(- \\tau_{1} + \\tau_{2}\\right)}{- s_{1} + s_{2}} & \\text{for}\\: s \\leq s_{2} \\\\\\tau_{2} & \\text{otherwise} \\end{cases}$" ], "text/plain": [ "⎧ s⋅τ₁ \n", "⎪ ──── for s ≤ s₁\n", "⎪ s₁ \n", "⎪ \n", "⎨ (s - s₁)⋅(-τ₁ + τ₂) \n", "⎪τ₁ + ─────────────────── for s ≤ s₂\n", "⎪ -s₁ + s₂ \n", "⎪ \n", "⎩ τ₂ otherwise " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s = sp.symbols('s')\n", "tau_1, s_1, tau_2, s_2 = sp.symbols(r'tau_1, s_1, tau_2, s_2')\n", "tau_s = sp.Piecewise(\n", " (tau_1 / s_1 * s, s <= s_1), # value, condition\n", " (tau_1 + (tau_2-tau_1) / (s_2-s_1) * (s - s_1), s <= s_2), # value, condition\n", " (tau_2, True) # value, otherwise\n", ")\n", "tau_s" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "The derivative is obtained as" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "image/png": 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\n", "text/latex": [ "$\\displaystyle \\begin{cases} \\frac{\\tau_{1}}{s_{1}} & \\text{for}\\: s \\leq s_{1} \\\\\\frac{- \\tau_{1} + \\tau_{2}}{- s_{1} + s_{2}} & \\text{for}\\: s \\leq s_{2} \\\\0 & \\text{otherwise} \\end{cases}$" ], "text/plain": [ "⎧ τ₁ \n", "⎪ ── for s ≤ s₁\n", "⎪ s₁ \n", "⎪ \n", "⎨-τ₁ + τ₂ \n", "⎪──────── for s ≤ s₂\n", "⎪-s₁ + s₂ \n", "⎪ \n", "⎩ 0 otherwise " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "d_tau_s = sp.diff(tau_s, s)\n", "d_tau_s" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/evaluate.png\" alt=\"Evaluate\" width=\"40\" height=\"40\">\n", " <b>How to get numbers?</b> </div>" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "**The above results are symbols! How to transform them to numbers and graphs?**\n", "\n", "`sympy` offers the possibility to generate executable code from symbolic expression (`C`, `Fortran`, or `Python`).\n", "To get `Python` functions that accept the characteristic points `tau_1`, `tau_2`, `s_1`, `s_2`\n", "and evaluating the above defined expressions `tau_s` and `d_tau_s`, we need the following two lines:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [], "source": [ "get_tau_s = sp.lambdify((s, tau_1, tau_2, s_1, s_2), tau_s, 'numpy')\n", "get_d_tau_s = sp.lambdify((s, tau_1, tau_2, s_1, s_2), d_tau_s, 'numpy')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The parameter `numpy` enables us to evaluate both functions for arrays of values, not only for a single number. As a result, an array of slip values can be directly sent to the function `get_tau_s` to obtain an array of corresponding stresses" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0. , 0.5 , 1. , 0.55, 0.1 ])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "get_tau_s(np.array([0, 0.5, 1, 1.5, 2]), 1, 0.1, 1, 2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/view.png\" alt=\"Evaluate\" width=\"40\" height=\"40\">\n", " <b>How to to plot it?</b> </div>" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Let us now show that the implemented bond-slip function provides a sufficient range of qualitative shapes to demonstrate and discuss the effect of softening and hardening behavior of the interface material. Let us setup a figure `fig` with two axes `ax1` and `ax2` to verify if the defined function is implemented correctly" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "slideshow": { "slide_type": "fragment" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "dcda2ca55d034d5da7714ceb448fcb00", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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' width=800.0/>\n", " </div>\n", " " ], "text/plain": [ "Canvas(header_visible=False, toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Bac…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1,2, figsize=(8,3), tight_layout=True)\n", "fig.canvas.header_visible = False\n", "s_range = np.linspace(0, 3, 1050)\n", "for tau_2 in [0, 0.5, 1, 1.5, 2]:\n", " ax1.plot(s_range, get_tau_s(s_range, 1, tau_2, 0.1, 2));\n", " ax2.plot(s_range, get_d_tau_s(s_range, 1, tau_2, 0.1, 2));\n", "ax1.set_xlabel(r'$s$ [mm]'); ax1.set_ylabel(r'$\\tau$ [MPa]');\n", "ax2.set_xlabel(r'$s$ [mm]'); ax2.set_ylabel(r'$\\mathrm{d}\\tau/\\mathrm{d}s$ [MPa/mm]');" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Preconfigured pullout model provided in BMCS Tool Suite \n", "The presented function is the simplest model provided in a general-purpose nonlinear finite-element simulator `BMCS-Tool-Suite`.\n", "The package `bmcs_cross_section` provides several preconfigured models that can be used to analyze and visualize the behavior of a composite cross-section. The analysis of the pullout problem discussed here can be done using the class `PullOutModel1D` that can be imported as follows" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from bmcs_cross_section.pullout import PullOutModel1D" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "An instance of the pullout model can be constructed using the following line" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "po = PullOutModel1D()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For convenience, let us summarize the model parameters before showing how to assign them to the model instance" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "**Geometrical variables:**\n", "\n", "| Python | Parameter | Description | \n", "| :- | :-: | :- |\n", "| `A_f` | $A_\\mathrm{f}$ | Cross section area modulus of the reinforcement |\n", "| `A_m` | $A_\\mathrm{m}$ | Cross section area modulus of the matrix |\n", "| `P_b` | $p_\\mathrm{b}$ | Perimeter of the reinforcement |\n", "| `L_b` | $L_\\mathrm{b}$ | Length of the bond zone of the pulled-out bar |\n", "\n", "**Material parameters of a tri-linear bond law:**\n", "\n", "| Python | Parameter | Description | \n", "| :- | :-: | :- |\n", "| `E_f` | $E_\\mathrm{f}$ | Young's modulus of the reinforcement |\n", "| `E_m` | $E_\\mathrm{m}$ | Young's modulus of the matrix |\n", "| `tau_1` | $\\tau_1$ | bond strength |\n", "| `tau_2` | $\\tau_2$ | bond stress at plateu |\n", "| `s_1` | $s_1$ | slip at bond strengh |\n", "| `s_2` | $s_1$ | slip at plateau stress |" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Fixed support positions:**\n", "\n", "| Python | \n", "| :- |\n", "| `non-loaded end (matrix)` |\n", "| `loaded end (matrix)` |\n", "| `non-loaded end (reinf)` |\n", "| `clamped left` |" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Even more conveniently, let us render the interaction window generated by the model to directly see the structure and the naming of the parameters" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Update progress bar from model - not implemented yet\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "6311c4ea6d0b4d798af80fcf546543b6", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(HBox(children=(VBox(children=(Tree(layout=Layout(align_items='stretch', border='solid 1px black…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "po.interact()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The tree structure at the top-left frame shows the individual model components. Parameters of each component are shown in the bottom-left frame. By nagivating through tree, the parameter frame and the plotting frame are updated to see the corresponding part of the model. The control bar at the bottom can be used to start, stop and reset the simulation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Example interaction:** Develop some confidence into the correctness of the model. Change the stiffness of the components such that they have the same area and stiffness modulus. Run the simulation and watch the profile of the shear flow along the bond length. Increase the bond length, reset the calculation and run it anew. Change the position support and verify the profile of the displacements." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# **Studies 1: Hardening bond-slip law**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<!-- [](https://moodle.rwth-aachen.de/mod/page/view.php?id=551816) part 2 -->" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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h2XP0LHndLO9hMTjEwD+oW/m1PDeN3uW9GHHgnmtOI3NkTMXRE6UGlS1UmkguEjMIbVSx30wCTEnLPLoW77LTcSSxsnMxj2o2y0xlTYOLgjjz8Sgj88o64ymMZjoU7YIBGIIkLXzenM3GzEZDJbtaAIAgaAgXQl0LZEGt0JdC2RBrdCXQtkQa3Ql0LZEGt0JdC2RBrdCXQtkQa3Ql0LZEGt0JdC2RBrdCgt3BHWHirKrW7gjrDxQZC4Ou8BcHQEREBERAXaKlori1hgZNA4F0RBic/wB6M1xdd4KCnaHEWSuQSCL0EK/ZTNJhOqPBUaz7tlrmA6L2ByPSr1mM02GAJaMB0LfDtjn0kVc1nyIb04HTGCsosNImvJGI/cqtZrU58FzCwETJPuxA/Y6Jt1jDSRnCih+O/ZhnvTtIqEV6mEsIwBIEnOcJwxG97VmhaHuJDqZYIEGSZ92Cwa5u3g4OExhTM5TrLQWwRN9sSRNw4xH+XOg3FoqRO5nIcZ1SdGGOHtQ2h8fVE9B5p0acFobYAYLhMA/VuwkTrLXz9s8NvTubtpW0pM6s/He9GZ+zPjgrAKjph7gCHNg/4HaW251NZncO0orZFrudTWZ3DtKKnUc4Ey0RA4J1QdbnQToo2lxyew/dO0kunhM7p2kEiKM3tZvcO0hvazO4dpBIij3+szuHaQXjk9ncO0gkRRXnTF9k6Lp2kc5wzewfcO0glRaBrz9pncO0s7nU1mdw7SDZFrudTWZ3DtJudTWZ3DtINkWu51NZncO0m51NZncO0g2Ra7nU1mdw7SbnU1mdw7SDZFrudTWZ3DtJudTWZ3DtINkWu51NZncO0m51NZncO0g2Ra7nU1mdw7SbnU1mdw7SDZFrudTWZ3DtJudTWZ3DtINkWu51NZncO0m51NZncO0g2Ra7nU1mdw7SbnU1mdw7SDZFrudTWZ3DtJudTWZ3DtINkWu51NZncO0m51NZncO0g2Ra7nU1mdw7SbnU1mdw7SDZFrudTWZ3DtJudTWZ3DtINxmordwR1h4rJD2wSWkSBg0jP7yxbeCOsPFBkLg67wFwdAREQEREBd4K4Ou8FBStX9naPvK/ZPqmdUeCoWr+zr/eV+yfVM6o8Fvh258+kyIiw6I6/Ad0LdaV+A7oUiCN5utJDZ5goqld+9LaZMjGTEdKmqXrpuxe4pyUT91gRcBjGZ9kINTaHwCKRnGQTloxU9Jxc0Etuk8R4lA3d4M7ne+yRMZ4z7FqG2jWpe9BbWVqyYExPHC2QYVSzsvNcOcfkarar2LJ3SPytQYs1kFJt1pJHOcVFS8lsbXfXE33iDLjEYZDiyV9YdkYzQVq1jD3NcZlhJEEjPTGa3qULzbpyIjAwom7s1m/c29eaJA4iY/ftU+5u1z2BBpQswpsDG8FoAEknAc5WlmsLaRcWzvjJkk9im3N2uewJubtc9gQRGyS8Ok4cWEZEaJ49K1tlhFZoa44Ag4RxdIKn3N2uewJubtc9gQbU2XRC3UW5u1z2BNzdrnsCCVFSbaWOEtrh2fBAJwzwC2D3nK+csS1ozEzjj7lakW0VJ1pDCG1K7GPibpLf1iVjzmeC6o7op4dpEe9KkXkVNjqziMC0cZcWz7A2Z7Qp6JMuBMwYGHMD+qglREQEUVZxAEGCSBKbm7XPYEEqKLc3a57Am5u1z2BBKii3N2uewJubtc9gQSootzdrnsCbm7XPYEEqKLc3a57Am5u1z2BBKii3N2uewJubtc9gQSootzdrnsCUXGXgmbromOYH9UEqIiAiIgjrZDrDxCitvBb1h4qWtkOsPEKK28FvWHigyFwdd4C4OgIiICIiAu8FcHXeCgpWr+zr/eV+yfVM6o8FQtX9nX+8r9k+qZ1R4LfDtz59JkRFh0R1+A7oW60r8B3Qt0GtVpLSAbvOoKtnc679K5sZxmVNXDSw3+DxqpaPNw1oqREGDjlx4hBsbL/AO9/eVmk26ILpxOJ6cB2L59NlkdgBmQPtYniW9V1mLjfMumCYMyMIwQXw4HIgrZUrHVoA3aRG+0TjHSrqDCr2LJ3SPytVhV7Fk7pH5WoLKwTAlZXz6DWur1gbrgREXRlxg8Z55wyQTPtLHsBa7C+0aMZB41aUFZga3egDftyEfaC2q1YIa0S45DmkSff7UEi0qVmM4Tmt48T7FWqXWkAmpUfgYBOMcZAhoHTASlZHccUhqUgB2uiT7I9q1QmNoGN1r3ET9mMucwFC63AGJptOgvl2WqFJ5jS+02/1yX/AJiVOxgaIaABoAhPAoiu92W6uy4NMMH/ANiz5u92Bpsgj/yPL+OcWxHvV5E3CnQsTmNuh4YJmKTA0Y9a8pPMmHhF7us8x2THuVhZU3Se1elYqTHX2U2NdES1oBj2KdFlJm/YwoqXCqdYflapVFS4VTrD8rVBu+o1olxAHOYUNWgXkubUIDmXRExj9oQVjyjO4ujPDxHuUxqtbgXNBAkyRlp6EEJpFsS4mak9vErSgqPDg0tIIvjIyoLSX3zFRzRoF39QixFryL5kv5V/+3ZTf8o/tHwUtrY+msL5l069TvlY3P8AyqfiP+KWbH1FguAzIC+XuLeMT0knxQWemPsM7oS12QvutdIZ1GD7wWpt1PWJ6rXHwCqgAZYLKWbYTm3t4mPPsj8xC1NtfxU+86PAFRIpZthNRr1HPANwDjABJ7Z/RTUeFU63/Fqr0OGP3xKxR4VTrf8AFqsM5JkRFWRERBHWyHWHiFFbeC3rDxUtbIdYeIUVt4LesPFBkLg67wFwdAREQEREBd4K4Ou8FBStX9nX+8r9k+qZ1R4Khav7Ov8AeV+yfVM6o8Fvh258+kyIiw6ILa4to1CMw0n3LzX9Q2j/AA7vzXp7QJpuByIKh9G0ORp90LtpZ4Y3ui3DVwzyrbNPhUPLNoqvDJpC9xubhpxxWzvK1driwuoAt0Nw9hnnX2/Rln5Gn3QnoyhyNPuhdJ1dK/1cvw6tfs+DU8sVYzoujGLvzzUY8vV9FPu/Nei9G0ORp90J6NocjT7oVjV0v5J0db+nnR5fr/8Ar7vzWf6htH+Hd+a9D6NocjT7oT0bQ5Gn3Qr+bR/hPw639vleSvLFarXax926ZyGgTpX17Fk7pH5WrNKxUmODmU2NcOMNAKxYsndI/K1efVyxym8Yp6NLHLGKym1lRNpEFxvON7GCcujmUqLm6qVyoGC+8ON9vFzjo/Y51JUqhtR7nHBrATjpLuL2e1Yq12uECcKjRl/kPh+8FGabn2gyCKbbpxAhzhJAGkCZ6Y51YE1kpkAvfw34nm0N9g98njVhYWVJGEREGUWFlAUVZzhwWl3MCB4qVR1Gk5OLcsgDPNiEGlJ7yYcwtGm8D4KFtrdG+o1QdAg+CnptIOL3O6QP0ChayuBG6hxzks92HErIls9YvnePZGsIWaHCf1h+VqiaK8iXsicYYcp4vYpaGb+sPytUGbRSvsIwnikA+K1dZWHMYxdwJGAx4lOq9a1tY4tMyG3uLTCDDqDGBt1oG/B9uXgo7TwythaW1A0tnhgYj2qG11CKhG51Dli1shSWsfbCKLdjyVXuJux5Kr3Co60lRRbseSq9wpux5Kr3ChSVFFux5Or3Cs7r/hV/Dd8ESkiKPdv8Kv4bvgm7f41Pw3/BBIijFX/Gp+G/j9izun+NT8N/wQT0OGP3xFWKPCqdb/i1VbO7fjB2Zza4cXOFao8Kp1v+LVYc8vaZERVkREQR1sh1h4hRW3gt6w8VLWyHWHiFFbeC3rDxQZC4Ou8BcHQEREBERAXeCuDrvBQUrV/Z1/vK/ZPqmdUeCoWr+zr/AH1fsn1TOqPBb4dufPpMiIsOiOvwHdCj84dqfm2VJX4DuhSIK/nDtT82ynnDtT82ys1HvDnANkQLvOZMyeiFHRqVy4B9NobxkO/RBvu7tT82ynnDtT82ytnl3EAcOPStL1TVZ2oM+cO1PzbKecO1PzbKxeqarO1L1TVZ2oM7u7U/NsrFiyd0j8rVLTJ41FYsndI/K1BZREQR12SxwuhxjAESCeJUmWd94TRpQYnAaMePp92kx9BLw0hBWr2ZoYblKmXcUtCip2c38aNMNJON0aOno4tPSr14aQl4aQgrV7M0AXKVM44y0ZKKhZjeh9GkGY4wJmRHsz+SvXhpCXhpCCrWswBbcpUyJ329GSjsdmOIqUaYAAiAPfmpX2YEuO6P30YTg3q6Fo6xDH6WplEF8jsQLRZsYZSpkQfsjOMPfHvSy2aQd1pUxjhDRkrd4aQl4aQgp2izYuu0aZFzDeib2jMYKSjZmkG/SpjExDRkrF4aQl4aQgpVLPvnRRplstu70ZSL049Ks2Vl1gljWE4kAAeHHEKS8NIWQUGViFlEGr2BwhwBGghVqNlbefepUwJw3o/ej3q0SsXxpCCPzWnybO6Fq+zU4MU2ExhvQpr40hL40hBUsll3p3SlTBniaPmp/NafJs7oUl8aQl8aQgr2izNDHbnSpl8YAgQsWaytuC/Sph3M0LL6AcfrHYuvZ5YRA0f9rRtkAx3V5xB3zpGBmI9iCfzWnybO6FBa7NvRudKmTOMgDD/uFbvjSEvjSEENOzMui9TZegTDRnxrbzWnybO6FJfGkJfGkIKNqsxvN3OjSI45AzV1lNrRDQAOYQs3xpCyCgyiIgIiII62Q6w8QorbwW9YKWtkOsPEKK28EdYeKDIXB13gLg6AiIgIiIC7wVwdd4KClav7Ov8AfV+yfVU+qPBULV/Z1/vq/ZPqqfVHgt8O3Pn0mREWHRHX4DuhSKOvwHdCkQEREGEWUQYRZRBhV7Fk7pH5Wqwq9iyd0j8rUE1VpLSAYJ41VdZKhP1xyHEdETnxqQV3O3QNDZbhnPaIHEo3OtE4NZEDtjHj0/ogGg5tOHv3SXtOI4pGCsbgzUb2BQE1bn0gbN9vBJylvvmVbQR7gzUb2BNwZqN7ApUQRbgzUb2BNwZqN7ApVhBHuDNRvYE3Bmo3sCkUda0MZw3Bs5AnE9A40DcGajewJuDNRvYFWdbyfq6ZPO7ej34+5QvdUdwqkDQze+/PshZ3M7oW6240xvxTbokDHoHGqz7Q0/V0Aed4DR2RPuC0ZSa3EASczxnpOZWylyzOUsUqRc9pcW58FrAB7cz71ds7QHVAAAL3F1WqvR4Y6VYY8NNUnIO0T9lqsNYpiYCojyg7kX+/4fvpwV2m8OEiY5wR4rZaaUnVd0a29TIG6AQ4e3FKr6LHXTTx5qc/op7R9jrhV7TwypMt4REz5a7vQ5I/hfJN3o8ifwwtFFUtNNmDqjGnQXCexZiZn06bMU+70uQPdb8U3en/AKY9lPaVM29nEHu6GHxMBaG2v+zSjruA8JW9ua7MV7d2/wCm7bnxWDVHFZ2e0j9AV8816p+0xvQ3HtJ/RRlrjwqlQ/eu/lhajCfmTbj9PovrwJNGg0aS7/8AKru8os4hRPVpuf8AlVVtBgM3WzpjHtUiuyPtdsfTLra85UmdJptH/In3KJz6zvtU2dFNp95AUiLVR9FR9N/J9I7swPe5+JzDQMjxNAX1aVVlN1QYNmoAANJY34FfOsH1zOk+BX1KYbeq3o+sETpusj2rGXty1Payiq2WoXPqAkm66IMYdgVpZcxERBHWyHWHiFFbuCOsPFS1sh1h4hfPtx//ANDRxXB+cILgXB13gLg6AiIgIiIC7wVwdd4KClav7Ov99X7J9VT6o8FQtX9nX++r9k+qp9UeC3w7c+fSZERYdEdfgO6FIo6/Ad0KRAREQEREBERBhV7Fk7pH5Wqwq9iyd0j8rUGlMuY6s4swJkc8YYrDrfBjc35A5aRPu/QqwQxl58RPCIGfxUZt1IGL3EDkePLi5x2oNDXvsBukb9o97Tj4K2qr7Sx7AWukX2jR9oHCVm02+lSMPeA7OBifcl0kzS0sL5rvKk8C43ne8E9jT+oUTql/h1ieYOuj3Y9pKzuhnfD6Na1U2GHOAOjM+wDFQOt7jwKZ6XmPcJPbCrU9zaIbdA5oW+6N0jtUtN0jjUdw6hjQzejtz96wyk1vBABOZ4z0njTdG6w7U3RusO1RlusLXdG6w7U3RusO1FbotN0brDtTdG6w7UE1Hht6VvWAuV5mOOJngtygg+9RUHgvbBGelW6PCqdYflatYt4tbCAKTIECMBEQOIZnxVhaueBmYUHn9LW9x+H7OC001fTcCJeTNSRzDQqXlKz1H1JZXcwYb0Naffn71dfaGPDS1wO/A/XDStLTwylzHmHTT9viP8n1eMip1nuPudIWu5VGD6stH+LQef7Mr7CLUa0/MO1PiGvBgug6CIPvW26O0+5fZIkQcQoHWKkfsNHOMD2hajWx+YHzd0dp9ybo7T7ldd5NZxOe32g+IKid5PeMntPSCPitxnhIr7o7T7k3R2n3Ld1lqj7E9VwPjChebvCDm9YEDtOC1FT6G+6O0+5N0dp9y0BByMrKtIueTHk2hknT+Ur67KDXuqXhMVGu9oa0hfG8l/3FPpP5Svstplz6kOI+kaexrcPauOp7ctT21sD5fV6+HvV1R0qd2ZcXSeMD9ApFzcxERBHWyHWHiFWt1ES2pjewbzRMqzWyHWHiFFbuCOsPFBkLg67wFwdAREQEREBd4K4Ou8FBStX9nX++r9k+qp9UeCoWr+zr/fV+yfVU+qPBb4dufPpMiIsOiOvwHdCkUdfgO6FIgIiICIiAiIgwq9iyd0j8rVYVexZO6R+VqCw5oIgiQcwVGaDNRvYOhSoggq04bvG/aaYECYI/QJuxM/RP/wBu0p1FTohrnOEy6J9iDQunOi49z4rRzGnOzz7GcefGraw4SCEFMUaZ/wDjf7WdGlY83Z/pyOi7xfeU9lsraU3STMZ8ynUqEqFDzVnI1O//APtaiysIkUqwn/P28blNaq1NzX03E6rruYlpd4BRWW1UWi6xznSeMHMxzDpSoNsNTYxxMrD7zP1K1dY4kxX/APrK+ooLVZhVaGuLhBnemOIj9U2wm2FLzJ2ip7bnxWvmdT/Lut219OlTDWhoyC3U2wbIfLpWeoxzXEEgHINbtlXqEy8lpbLsAY0AcR5lpa7E2sWlxcLsxEcasKxFLEUEA5iVF5rT5NndHR4KZFVV6tINaLjMnAkNgfBQ1LznE7m8d3aV5RUqIaXETvjJRYmY9Km5O1H/AOzaTcnaj/8AZtK+sPbIIykRxfqpUNb8lAU3H7D+xu0s7k7Uf/s2lZs1mbSBDZg6VOlQb8nz9ydqP/2bSwKbiJuP7GbSltVam9j2Oc6JuOLcwYmPDtWlltVFouMc50EDEHNxjQEqDfkxuTtR/wDs2lg03D7D+xu0voKG1WVtUAOLhBnA80fqlQb8lGpYWu4VAk6brJ7byhd5KByZVb0Fp8XFfYpMDWhoyAA7FutRMx6k3y+JZrBUpVWPh7gDldZOIIzD+ccSvsFWXENu3qgMOibt0A5TxhbWqxNquBcXAgRgVZSZmfbMzM+2URFEEREEdbIdYeIUVu4I6zfFS1sh1h4hRW7gjrDxQZC4Ou8BcHQEREBERAXeCuDru5QU7V/Z1/vq/ZPqqfVHgqFq/s6/31fsn1VPqjwW+Hbnz6TIiLDojr8B3QpFHX4DuhSICIiAiIgIiIMKvYsndI/K1WFXsWTukflagsrCyiAiIgIiICIiDBaNGSFoOYWUQEREBERAREQEREBERAREQEREGC0aMkLQeJZRAREQEREBERBpUvXTdieKcllswJz41siAiIgjrZDrDxCit3BHWHipa2Q6w8QorbwR1h4oMhcHXeAuDoCIiAiIgLvBXB13goKVq/s6/wB9X7J9VT6o8FSrU3PstZrRLjeACvWZpFNgOYaAexbv/jtjn0lREWG0dfgO6FItKrSWkDMhYvP1W975IJEUd5+q3vfJLz9Vve+SCRFHefqt73yS8/Vb3vkgkRR3n6re98kvP1W975IN1Qp2VlUb6/vThde5v2W6pEq3efqt73yUdCm9gODTMHPmA0cyCGp5PpNaSd1gaK1TaVZospydV/Fq7S+pefqjvfJYJdqt73yQVPMaF0OvVIOX01TaWvmln16n41TaV68/Vb3vkl5+qO98kFHzSz69T8aptJ5pZ9ep+NU2levP1R3vkl5+qO98kHz9xst65uj70TG7VJjKeEtvNLPr1Pxqm0rRpm+H3G3gIm9jGjJSXn6o73yQUvNLPr1Pxqm0seaWfXqfjVNpXrz9Ud75JefqjvfJBR80s+vU/GqbSeaWfXqfjVNpXrz9Ud75JefqjvfJBR80s+vU/GqbSeaWfXqfjVNpXrz9Ud75JefqjvfJBR80s+vU/GqbSz5pZ9ep+NU2ldvP1R3vkl5+qO98kFLzSz69T8aptJ5pZ9ep+NU2ldvP1R3vkl5+qO98kFLzSz69T8aptJ5pZ9ep+NU2ldvP1R3vkl5+qO98kFLzSz69T8aptJ5pZ9ep+NU2ldvP1R3vkl5+qO98kFLzSz69T8aptJ5pZ9ep+NU2ldvP1R3vkl5+qO98kFLzSz69T8aptJ5pZ9ep+NU2ldvP1R3vkl5+qO98kFLzSz69T8aptLHmtn16n41TaV68/VHe+SXn6o73yQUvNbPr1Pxqm0nmtn16n41TaV28/VHe+SXn6o73yQUvNbPr1Pxqm0sea2fXqfjVNpXrz9Ud75JefqjvfJB8mu+ysqNpk1iXcYq1IE4Y75WRZKBMB1T8aptKy+lecHOpsLm5EnEdGCkvP1R3vkrNeKZi/Nq/oylpq/jVNpVAyzktE1pdl9LU0ka3Mvp3n6o73yS8/VHe+SjSBtkZTxbfxLeE9zuP/ImFtbuC3rDxW7g4wCAMQc9BnQtLdwW9YeKDIzXB13gZrg6AiIgIiIC7wVwdd4KDFi4LusfFWFXsXBd1j4qygIiICq0bfTeCQSBAdLgWiDxgnNWl8qj5HuQQ9gc2IingYnF4nfHE6M0H0TWZJF5sgScRgNJWrLSwtvhwuyRJMCQY8QqLfIzQ0BrsQQQS0fZDAJ0jeDBbHyUNyuX99eLpgxvi4mGgiOEcvbKC2LXTx3wEGMcMZIjHnBWz7QxpIc4AgAmcBBJAx9i+dV8kEvDmvGZm80HPdOL/APp7vYp7R5NvxDyIa1uU4C8M5B+17tEhBc3RusO3njxWHVmCZc0Xc5IwnKdCoWfyOGVW1L5JHFAAiMu9ed0uW7/JpJMPABcXDe44mSC4EHPKCPagsOttMGC6MbsnKYvZ5ZKQ1mAwXNBkDMZnJfOp+R7oZFQSyIvMkYMDMRPNKO8ijc7jahAiJj/BrOIjHe9GOWUBeZa6bsQ9sTEzhMkROmQVs60ME74b0gHHKTAlUankm9eN8YgjFkiHF5OE57/Pm51LT8mta4GZEvJEcK84ux6Cfcgtmq2QLwk5CcdKiFtp3WuvYOIDdJvRED7wVMeSIufSE3SCSRibrgRMEcTQMZyCw3yNEAVMrky0E/RkERoxGOfuQXja6cgX2kumADMwQD2SFtu7NducZjPR0r59LyPdI+knEHgniuZY4fVj3+zI8jC6Wl8/RmmN6BAu3QemOPj5kH1EWFlAREQEREBERAREQEREBERAREQEREBERAREQEREBERAREQEREBVrdwW9ceKsqtbuC3rjxQZGa4Ou8DNcHQEREBERAXeCuDrvBQYsXBd1j4qyq1i4LusfFWUBERBhUh5Wo3QS4tkXgCDJBiDhpkK8oBZKXJs7o6UEdTynQa8sdUaHCJHTktfSlEOLS4ggkYg8Rg+/BWDZ2EyWNJ03RzfAdiOs9MzLGGc5aMZzQQek6UAl0SwPEjiJhPSdG7eL4bpIOgGejEY84UvmdKZ3NmAAGAgATAA4sys+bU4jc2QOK6NEeGCCH0nQhx3QQyL2BwnKRC1d5WoA41IiJwOE5TgrPm7Md43fZ70Y9OlY80pSTubJOe9GPSggHlSjIAdiXBowOMkD9Qh8rUAYNQAjiIPsU/m1OQdzZIyN0SE81pzO5smZm6MxkUEDvKlEOc1zi0tzlpjMt8QtvSVGGkvi80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"text/html": [ "\n", " <iframe\n", " width=\"400\"\n", " height=\"300\"\n", " src=\"https://www.youtube.com/embed/ytyeBbRDcvk\"\n", " frameborder=\"0\"\n", " allowfullscreen\n", " \n", " ></iframe>\n", " " ], "text/plain": [ "<IPython.lib.display.YouTubeVideo at 0x7f0f49166340>" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "YouTubeVideo('ytyeBbRDcvk')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## RILEM Pull-Out Test revisited" ] }, { "attachments": { "image.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [], "source": [ "po_rilem = PullOutModel1D(n_e_x=300, w_max=0.12) # n_e_x - number of finite elements along the bond zone\n", "po_rilem.n_e_x=400" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To configure the model such that it reflects the RILEM test we can either use the interactive editor above, or assign the \n", "attributes directly. As apparent from the editor frame above, attributes `fixed_boundary` and `material model` are dropdown boxes offering several options. To assign these parameters we can use the following scheme\n", " - assign one of the options available in the dropdown box to the attribute `attribute` as a string\n", " - the option object is then available as an attribute with the name `attribute_` with the trailing underscore.\n", " Thus, to define a trilinear bond-slip law we can proceed as follows" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "po_rilem.material_model = 'trilinear' # polymorphis attribute - there are several options to be chosen from\n", "# set the parameters of the above defined tri-linear bond-slip law - add also the matrix and fiber stiffness \n", "po_rilem.material_model_.E_m=28000 # [MPa]\n", "po_rilem.material_model_.E_f=210000 # [MPa]\n", "po_rilem.material_model_.tau_1=4\n", "po_rilem.material_model_.s_1=1e-3\n", "po_rilem.material_model_.tau_2=8\n", "po_rilem.material_model_.s_2=0.12" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To set several parameters of the model component at once, the `trait_set` method can be used as an alternative to one-by-one assignement" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "d = 16.0 # [mm]\n", "po_rilem.cross_section.trait_set(A_m=100*100, A_f=3.14*(d/2)**2, P_b=3.14*d)\n", "po_rilem.geometry.L_x=5*d\n", "po_rilem.fixed_boundary='loaded end (matrix)'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The configured model can be rendered anytime as a web-app to check the input parameters and to adjust them." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Update progress bar from model - not implemented yet\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "841e0ba1e2594ce98f65d890ff246f6c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(HBox(children=(VBox(children=(Tree(layout=Layout(align_items='stretch', border='solid 1px black…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "po_rilem.run()\n", "po_rilem.interact()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bond-slip law calibration/validation\n", "\n", "**Can we find just one material law that predicts all three tests?** \n", " - The preconfigured bond-slip law with an ascending branch after reaching the strength of $\\tau_1 = 4$ MPa with the parameters $\\tau_1 = 4$ MPa, $\\tau_2 = 8$ MPa, $s_1 = 0.001$ mm, $s_1 = 0.12$ mm \n", " can reproduce the test with $d = 16$ mm and $L_b = 5d = 80$ mm.\n", " - To see the prediction for the test with $L_b = 10d = 160$ mm, modify the parameter `geometry.L_x = 160`. The result shows a good match with the experimentally observed response." ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "**Can we compare the differences in one plot?**\n", "\n", " - The interactive user interface is illustrative and provides a quick orientation in the scope and functionality of the model. Once we have learned its structure, we can use the programming interface to run simulations in a loop and plot them in a single graph to see the similar picture as in the output of the RILEM test above.\n", " \n", " - Try to compare the third test with $d = 28$ mm and $L_b = 5d$ mm." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/step_by_step.png\" alt=\"Step by step\" width=\"40\" height=\"40\">\n", " <b>Plot step by step</b> </div>" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "calculate d=16 mm, L=5d\n", "calculate d=16 mm, L=10d\n", "calculate d=28 mm, L=3d\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d97fbd0027cf4fbf8b216b9fa5fb45bc", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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' width=800.0/>\n", " </div>\n", " " ], "text/plain": [ "Canvas(header_visible=False, toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Bac…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib widget\n", "fig, (ax, ax_bond_slip) = plt.subplots(1,2, figsize=(8,3), tight_layout=True)\n", "fig.canvas.header_visible = False\n", "ax_d = ax_bond_slip.twinx()\n", "\n", "print('calculate d=16 mm, L=5d')\n", "d = 16.0 # [mm]\n", "po_rilem.cross_section.trait_set(A_m=100*100, A_f=3.14*(d/2)**2, P_b=3.14*d)\n", "po_rilem.w_max = 0.12\n", "po_rilem.geometry.L_x=5*d\n", "po_rilem.reset() # it is like pressing the reset button in the above window\n", "po_rilem.run() # like pressing the run button\n", "po_rilem.history.plot_Pw(ax, color='blue')\n", "\n", "print('calculate d=16 mm, L=10d')\n", "d = 16.0 # [mm]\n", "po_rilem.cross_section.trait_set(A_m=100*100, A_f=3.14*(d/2)**2, P_b=3.14*d)\n", "po_rilem.w_max = 0.12\n", "po_rilem.geometry.L_x=10*d\n", "po_rilem.reset()\n", "po_rilem.run()\n", "po_rilem.hist.plot_Pw(ax, color='red')\n", "\n", "print('calculate d=28 mm, L=3d')\n", "d = 28.0 # [mm]\n", "po_rilem.cross_section.trait_set(A_m=100*100, A_f=3.14*(d/2)**2, P_b=3.14*d)\n", "po_rilem.geometry.L_x=3*d\n", "po_rilem.w_max = 0.05\n", "po_rilem.reset()\n", "po_rilem.run()\n", "po_rilem.hist.plot_Pw(ax, color='green')\n", "po_rilem.material_model_.update_plot((ax_bond_slip, ax_d))\n", "\n", "# The code sequence can be certainly shortened by using the loop. \n", "# It is deliberately omitted here as the focus is not on programming." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## **Comments** on the study\n", " - Note that the bond-slip law that can fit all three pull-out tests exhibits hardening. \n", " - The maximum control displacement `w_max` is set equal to the one applied in the test as no information beyond this value is provided by the tests.\n", " - The trilinear bond-slip law does not give us the flexibility to reproduce the pull-out failure\n", " as it ends with a plateu.\n", " \n", "## **Need for a more flexible bond-slip law**\n", " - A more flexibility is provided by a `multilinear` material model for which a list of `s_data` and `tau_data` \n", " can be specified.\n", " - The `multilinear` material model is used in the following code to show how to achieve a pull-out failure by introducing a descending branch in the bond-slip law.\n", " - Note that for bond-slip laws with descending branch, convergence problems can occur when approaching the pullout failure. The convergence behavior can be improved by refining the spatial discretization given by the number of finite elements along the bond zone `n_e_x` and by the size of the time step\n", " `time_line.step`." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ba885c900ef448faa893130fe3ae38ef", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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' width=800.0/>\n", " </div>\n", " " ], "text/plain": [ "Canvas(header_visible=False, toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Bac…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax, ax_bond_slip) = plt.subplots(1,2, figsize=(8,3), tight_layout=True)\n", "fig.canvas.header_visible = False\n", "ax_d = ax_bond_slip.twinx()\n", "d = 32.0 # [mm]\n", "po_rilem.w_max = 0.12\n", "po_rilem.time_line.step = 0.05\n", "po_rilem.material_model='multilinear'\n", "po_rilem.material_model_.trait_set(E_m=28000, E_f=210000, tau_data='0, 4, 6, 0, 0', s_data='0, 1e-3, 0.08, 0.12, 0.2')\n", "po_rilem.geometry.L_x= 1*d\n", "po_rilem.reset()\n", "po_rilem.run()\n", "po_rilem.hist.plot_Pw(ax, color='magenta')\n", "po_rilem.material_model_.plot((ax_bond_slip, ax_d))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## **Questions:** Effect of bond length on the pullout response - **bond hardening**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " - The iterative trial and error fitting is tedious. **How to design a test from which we can directly obtain the bond-slip law?**\n", " Comparing the test with $L_b = 5d$ and $L_b = 10d$, we recognize that the shorter bond length resembles more the shape of the bond-slip law. To verify this, set the bond length in the above example to $L_\\mathrm{b} = 1d$.\n", " - On the other hand, if we increase the length, the maximum pull-out will increase. **How can we determine the bond length at which the steel bar will yield?**. A simple and quick answer to this question can be provided by reusing the analytical pull-out model with a constant bond-slip law as a first approximation. The maximum achievable pull-out force of a test with an embedded length $L_\\mathrm{b}$ is given as\n", "\\begin{align}\n", "\\label{EQ:MaxEmbeddedLength}\n", "P_{L} = \\bar{\\tau} p_\\mathrm{b} L_\\mathrm{b}\n", "\\end{align}\n", "where $p_\\mathrm{b}$ denotes the perimeter, equal in all experiments. The force at which the reinforcement attains the strength $\\sigma_{\\mathrm{f},\\mathrm{mu}}$ and breaks is\n", "\\begin{align}\n", "P_{\\mathrm{f},\\mathrm{mu}} = \\sigma_{\\mathrm{f},\\mathrm{mu}} A_\\mathrm{f}\n", "\\end{align}\n", "so that the bond length at which the reinforcement will fail is obtained by requiring $P_L = P_{\\mathrm{f},\\mathrm{mu}}$ which renders \n", "\\begin{align}\n", "\\label{EQ:ConstantBondAnchorageLength}\n", "L_{\\mathrm{b}} = \\frac{\\sigma_{\\mathrm{f},\\mathrm{mu}} A_\\mathrm{f} }\n", "{\\bar{\\tau} p}.\n", "\\end{align}\n", "For a generally nonlinear bond-slip law, we need to evaluate the maximum load numerically. Two examples quantifying the effect of the bond-length for bond-hardening and bond-softening systematically are provided in the notebook [3.2 Anchorage length](3_2_anchorage_length.ipynb)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<a id=\"cfrp_sheet_test\"></a>\n", "# **Studies 2: Softening bond-slip law**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<!-- [](https://moodle.rwth-aachen.de/mod/page/view.php?id=551816) part 3 -->" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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\n", "text/html": [ "\n", " <iframe\n", " width=\"400\"\n", " height=\"300\"\n", " src=\"https://www.youtube.com/embed/bSVj6UND89c\"\n", " frameborder=\"0\"\n", " allowfullscreen\n", " \n", " ></iframe>\n", " " ], "text/plain": [ "<IPython.lib.display.YouTubeVideo at 0x7f33d2671070>" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "YouTubeVideo('bSVj6UND89c')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The presence of the descending branch in a constitutive law is the key for understanding the propagating debonding. Let us use the established framework to study the different phenomenology that occurs for constitutive laws exhibiting softening. \n", "Consider an interface between a fiber reinforced polymer (FRP) sheet used for retrofitting of RC structure. The study is based on a paper by [Dai et al. (2005)](../papers/dai_frp_pullout_2005.pdf). The goal of the paper is to derive constitutive laws capturing the bond-slip behavior of the adhesive between the FRP sheet and concrete surface. We will use selected experimental pullout curves from the paper to reproduce them using the numerical pullout model introduced above by verifying the bond-slip law derived in the paper." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Test setup" ] }, { "attachments": { "974c60ea-69f6-4175-ab89-cea30a6bf1d6.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The width of the sheet was $p_b = 100$ mm, the attached bond length is also $L_b = 100$ mm.\n", "The properties of the tested sheets are summarized in the table. The dimensions of the concrete block were $200 \\times 400 \\times 200$ mm." ] }, { "attachments": { "fb43c5d7-b9f6-4d4d-8406-9d7610039506.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The pull-out curves measured for different adhesives used to realize the bond to the matrix were evaluated as the strain in the FRP sheet at the loaded end versus slip displacement. " ] }, { "attachments": { "0e4f48fa-0996-4c4a-be4c-7a2f893ba91d.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To compare with our studies, we can transfer the results to pullout force $P$ by evaluating\n", "\\begin{align}\n", "P = p_\\mathrm{b} t_\\mathrm{f} E_\\mathrm{f} \\varepsilon_\\mathrm{f}\n", "\\end{align}\n", "yielding for the strain 0.010" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle 25.3$" ], "text/plain": [ "25.3" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p_b = 100 # [mm]\n", "t_f = 0.11 # [mm]\n", "E_f = 230000 # [MPa]\n", "eps_f_max = 0.01 # [-]\n", "P_max = p_b * t_f * E_f * eps_f_max / 1000 # [kN]\n", "P_max # [kN]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The bond-slip law reported by the authors of the paper has the following shape\n", "<a id=\"cfrp_bond_slip\"></a>" ] }, { "attachments": { "766b18c8-7f58-49a7-9406-ec2022c29188.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Model for CFRP pullout test " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us construct another pullout model named `po_cfrp` with a bond slip law exhibiting strong softening. Such kind of behavior is observed in tests between FRP sheets and concrete. An example of such an experimental study \n", "<a id=\"cfrp_trilinear_bond\"></a>" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Update progress bar from model - not implemented yet\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "2b07e220f86742298c0858e94794e6ef", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(HBox(children=(VBox(children=(Tree(layout=Layout(align_items='stretch', border='solid 1px black…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "po_cfrp = PullOutModel1D(n_e_x=300, w_max=1.5) # mm \n", "po_cfrp.geometry.L_x=100 # mm\n", "po_cfrp.time_line.step = 0.02\n", "po_cfrp.cross_section.trait_set(A_m=400*200, A_f=100*0.11, P_b=100)\n", "po_cfrp.material_model='trilinear'\n", "po_cfrp.material_model_.trait_set(E_m=28000, E_f=230000, tau_1=5.5, tau_2=0, s_1=0.08, s_2=0.4)\n", "po_cfrp.interact()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## **Conclusions:** to interactive study of CFRP sheet debonding\n", " - The bond-slip law reported in the paper can reproduce well the pullout response measured in the test.\n", " - The study of the debonding process shows that the adhesive is only active within an effective length of approximately 40-50 mm.\n", " - As a consequence, in contrast to steel rebar studied above, the maximum pullout load cannot be increased by an increasing bond length.\n", " - In the studied case there will FRP rupture is not possible because its strength is larger than $P_\\max$ of 25 kN. To verify this, we use the strength of 3550 MPa given in the above table and multiply with the cross-sectional area of the sheet, i.e. $f_t t_f p_b$ to obtain" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/latex": [ "$\\displaystyle 39.05$" ], "text/plain": [ "39.05" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f_t = 3550 # CFRP sheet strength in [MPa] - see the table above\n", "f_t * t_f * p_b / 1000 # breaking force of the sheet 100 x 100 mm in [kN]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## **Question:** Effect of bond length on the pullout response - **bond softening**\n", " - Similarly to the the example with bond hardening above, we ask the question what happens with the pullout curve if we reduce the bond length to a minimum. The answer is the same - we will recover a bond-slip law multiplied by the bond area.\n", " - However, if we increase the bond length, the trend will be different as already mentioned above. Once the length exceeds the effective bond length, there will be no increase in the pullout force and the pullout curve will exhibit a plateau. Let us show this trend by running a simple parametric study. Instead of doing it step by step we now run a loop over the list of length and colors, change the parameter `geometry.L_x` within the loop, `reset`, `run`, and `plot` the pullout curve in a respective color. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/run.png\" alt=\"Run\" width=\"40\" height=\"40\">\n", " <b>Run in a loop to see the effect of bond length</b> </div>" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that a list in python is defined by the brackets\n", "```[1,2,3,4]```. Two lists can be \"zipped\" together so that we can run\n", "a loop over the lengths and colors as shown in the third line of the cell\n", "<a id=\"crfp_study\"></a>" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "evaluating pullout curve for L 5\n", "evaluating pullout curve for L 10\n", "evaluating pullout curve for L 50\n", "evaluating pullout curve for L 100\n", "evaluating pullout curve for L 200\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "48644b90d4dd42fc803a9b9a05e48eee", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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' width=1000.0/>\n", " </div>\n", " " ], "text/plain": [ "Canvas(header_visible=False, toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Bac…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib widget\n", "fig, (ax, ax_bond_slip) = plt.subplots(1,2, figsize=(10,4), tight_layout=True)\n", "ax_d = ax_bond_slip.twinx()\n", "fig.canvas.header_visible = False\n", "for L, color in zip([5, 10, 50, 100, 200], ['red','green','blue','black','orange']):\n", " print('evaluating pullout curve for L', L)\n", " po_cfrp.geometry.L_x=L\n", " po_cfrp.reset()\n", " po_cfrp.run()\n", " po_cfrp.history.plot_Pw(ax, color=color)\n", "po_cfrp.material_model_.plot((ax_bond_slip, ax_d))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# **Remark to structural ductility:** how to make the plateau useful?\n", "\n", "The softening bond cannot exploit the full strength of the CFRP sheet which might seem uneconomic at first sight. On the other hand it can be viewed as a mechanism that increases the deformation capacity of the structure with a constant level of load. This property can be effectively used to enhance the ductility of the structure, i.e. induce large deformation before the structural collapse required in engineering designs. This documents the importance of knowledge of the stress redistribution mechanisms available in the material. In steel reinforced structure, the ductility is provided inherently by the steel yielding property. In In case of brittle reinforcement, e.g. carbon fabrics, CFRP sheets, glass fabrics, other sources of ductility must be provided to ensure the sufficient deformation capacity between the serviceability and ultimate limit states. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/exercise.png\" alt=\"Run\" width=\"40\" height=\"40\">\n", " <a href=\"../exercises/X0301 - Pull-out curve versus shear stress profiles.pdf\"><b>Exercise X0301:</b></a> <b>Pull-out curve versus shear stress profiles - part 1</b> \n", "<a href=\"https://moodle.rwth-aachen.de/mod/page/view.php?id=551821\"><img src=\"../icons/bmcs_video.png\" alt=\"Run\"></a>\n", "</div>" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left\"> <img src=\"../icons/exercise.png\" alt=\"Run\" width=\"40\" height=\"40\">\n", " <a href=\"../exercises/X0302 - Pull-out curve versus shear stress profiles.pdf\"><b>Exercise X0302:</b></a> <b>Pull-out curve versus shear stress profiles - part 2</b> \n", "<a href=\"https://moodle.rwth-aachen.de/mod/page/view.php?id=551823\"><img src=\"../icons/bmcs_video.png\" alt=\"Run\"></a>\n", "</div>" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "<div style=\"background-color:lightgray;text-align:left;width:45%;display:inline-table;\"> <img src=\"../icons/previous.png\" alt=\"Previous trip\" width=\"50\" height=\"50\">\n", " <a href=\"../tour2_constant_bond/fragmentation.ipynb#top\">2.3 Tensile behavior of composite</a> \n", "</div><div style=\"background-color:lightgray;text-align:center;width:10%;display:inline-table;\"> <a href=\"#top\"><img src=\"../icons/compass.png\" alt=\"Compass\" width=\"50\" height=\"50\"></a></div><div style=\"background-color:lightgray;text-align:right;width:45%;display:inline-table;\"> \n", " <a href=\"3_2_anchorage_length.ipynb#top\">3.2 Pullout curve versus bond length</a> <img src=\"../icons/next.png\" alt=\"Previous trip\" width=\"50\" height=\"50\"> </div> " ] } ], "metadata": { "kernelspec": { "display_name": "bmcs_env", "language": "python", "name": "bmcs_env" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.0" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": true, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "203.5px" }, "toc_section_display": true, "toc_window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }