{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Assignment Jan 2019. A building pit next to a river" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", ":author: T.N.Olsthoorn, 2019-01-04, june 2022" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Problem statement\n", "\n", "![Situations sketch](../pictures/AssJan2019_1.png)\n", "\n", "1. A large construction is to be realized next to a river that is in direct contact with the aquifer next to it. The building pit measures 50x50 m and river side is at 400 m distance from the river shore.\n", "\n", "2. Transmissivity and storage coefficient are given: $kD=900\\,\\mathrm{m^{2}/d}$, $S^{=}0.25$.\n", "\n", "3. The drawdown everywhere in the building pit must be at least 5 m, to be reached within one month of pumping.\n", "\n", "4. The pumping will continue after this month for 5 more months during which the drawdown is to be maintained. However the pumping can be reuced after the first month. Adjust the pumping once per month, such that at the end of each month the darwdown fullfils the requied 5 m.\n", "\n", "5. After 6 months, pumping is stopped, so that the water levels can restore." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Questions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "1. On which two corners of the builing pit should you place the two extraction wells to have most effect.\n", "\n", "2. Find the most critical point and make sure that the drawdown is as required at that point.\n", "\n", "3. Show the extraction as a function of time from the start until one year after the stop. Also plot the drawdown at the critical location for this period.\n", "\n", "4. Compute as a function of time the flow from the river into the groundwater system. It is assumed that the groundwater head is initially uniform and equal to the river stage (water level in the river). Do this for the averate flow during the 6 month of building pit operation (ignore the variation in the extraction for simplicity).\n", "\n", "5. How much time is required after stopping until about 90% of the drawdown has disappeared?\n", "\n", "\n", "6. After exactly 3 months, the water level in the river rises suddenly by 1 m and stays so during one month, after which it suddenly returns to its original level.\n", "\n", " To what extent does this wave affect the water level in the building pit if no measure is taken?\n", "\n", " What must be the extraction during this month to guarantee that the building pit fulfills the required 5 m drawdown relative to the original water level? If both effects do not overlap, say so, and explain what you could to as building-pit owner to better counteract the effect of the wave in the river stage on the head below the building pit\n", "\n", "7. If the river is influenced by sea tide, such that its level fluctuates twice a day between +1 and -1 m relative to the average value. How does this tide influence the required pumping? Is the location of the most critical point still the same?\n", "\n", " How much is the delay between the tide in the river and the fluctuation at the critical point in the building pit?\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hints\n", "\n", "1. Work out the assigment in this Jupyter notebook. Take some time to become familiar with it. There is a tremendous amount of help on the internet to get you going. The site on `github.com/Olsthoorn/TransientGroundwaterFlow` hold numerous examples from the syllabus in the form of `jupyter notebooks`.\n", "\n", "2. Also refer to the notebooks for the second year students of the TUDelft by Mark bakker (search for `Bakker exploratory` computing to find them).\n", "\n", "3. You will gain some experience with the Notebooks (see their help)\n", "\n", " a) with python\n", "\n", " b) with numpy\n", "\n", " c) with functions in scipy\n", "\n", "4. Make sure your assigment is a self-contained document, that you could also export as html or pdf for sharing to those who do not have python installed." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Modules you wil need are imported here" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.special import exp1 # Theis well function\n", "from scipy.special import erfc\n", "\n", "# import the necessary fucntionality\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.special import exp1 as W # Theis well function\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Convenient plotting functions\n", "\n" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "def newfig(title='?', xlabel='?', ylabel='?', xlim=None, ylim=None, xscale=None, yscale=None, figsize=(10, 8),\n", " fontsize=16):\n", " sizes = ['xx-small', 'x-small', 'small', 'medium', 'large', 'x-large', 'xx-large']\n", " \n", " assert isinstance(fontsize, int) or fontsize in sizes, \\\n", " \"fontsize not int and not in [{}]\".format(', '.join(sizes))\n", " \n", " _, ax = plt.subplots(figsize=figsize)\n", " ax.set_title(title)\n", " ax.set_xlabel(xlabel)\n", " ax.set_ylabel(ylabel)\n", " if xlim: ax.set_xlim(xlim)\n", " if ylim: ax.set_ylim(ylim)\n", " if xscale: ax.set_xscale(xscale)\n", " if yscale: ax.set_yscale(yscale)\n", " ax.grid()\n", " \n", " for item in ([ax.title, ax.xaxis.label, ax.yaxis.label] +\n", " ax.get_xticklabels() + ax.get_yticklabels()):\n", " item.set_fontsize(fontsize)\n", " return ax\n", "\n", "def newfigs(layout, titles=['?'], xlabels=['?'], ylabels=['?'], xscales=None, yscales=None,\n", " xlim=None, ylim=None, sharex=None, sharey=None, fontsize=16, figsize=(10, 8)):\n", " sizes = ['xx-small', 'x-small', 'small', 'medium', 'large', 'x-large', 'xx-large']\n", " \n", " assert isinstance(fontsize, int) or fontsize in sizes, \\\n", " \"fontsize not int and not in [{}]\".format(', '.join(sizes))\n", " \n", " fig, axs = plt.subplots(*layout, sharex=sharex, sharey=sharey)\n", " fig.set_size_inches(figsize)\n", "\n", " assert isinstance(layout, tuple) and len(layout) == 2, 'layout must be a 2-tuple (nrows, ncols) not {}'.format(str(layout))\n", " n_axes = np.prod(layout)\n", " \n", " if xscales is None: xscales = [None for _ in range(n_axes)]\n", " if yscales is None: yscales = [None for _ in range(n_axes)]\n", " \n", " for items_name, items in zip(['titles', 'xlabels', 'ylabels', 'xscales', 'yscales'], [titles, xlabels, ylabels, xscales, yscales]):\n", " assert len(items) == np.prod(layout), 'len({}) == {} != len(layout) == {}'.format(items_name, len(items), len(np.prod(layout)))\n", " \n", " for ax, title, xlabel, ylabel, xscale, yscale in zip(axs, titles, xlabels, ylabels, xscales, yscales): \n", " ax.set_title(title)\n", " ax.set_xlabel(xlabel)\n", " ax.set_ylabel(ylabel)\n", " if xlim: ax.set_xlim(xlim)\n", " if ylim: ax.set_ylim(ylim)\n", " if xscale: ax.set_xscale(xscale)\n", " if yscale: ax.set_yscale(yscale)\n", " ax.grid()\n", " for item in ([ax.title, ax.xaxis.label, ax.yaxis.label] +\n", " ax.get_xticklabels() + ax.get_yticklabels()):\n", " item.set_fontsize(fontsize)\n", " return axs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup the situation, define the wells and observation point" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "kD, S = 900, 0.25 # m2/d, (-)\n", "\n", "W, B, L = 50., 50., 400 \n", "# The building pit\n", "pit = {'ul': {'x':-B/2, 'y':-L},\n", " 'ur': {'x':+B/2, 'y':-L},\n", " 'lr': {'x':+B/2, 'y':-L-B},\n", " 'll': {'x':-B/2, 'y':-L-B},\n", " 'mid': {'x': 0., 'y':-L},\n", " 'ctr' : {'x': 0., 'y':-L-B/2},\n", " 'crit': {'x': 0., 'y':-L-B},\n", "}\n", "\n", "# The . This is also the answer to Q1, the wells are at the two corners closest to the river.\n", "wells ={1: {'type': 'wel', 'sign':+1, 'x':-B/2, 'y':-L},\n", " 2: {'type': 'wel', 'sign':+1, 'x':+B/2, 'y':-L},\n", " 3: {'type': 'mir', 'sign':-1, 'x':+B/2, 'y':+L},\n", " 4: {'type': 'mir', 'sign':-1, 'x':-B/2, 'y':+L},\n", " \n", "}\n", "\n", "regime = dict()\n", "regime['dates'] = np.array([np.datetime64(f'2020-{mm:02d}-01') for mm in np.arange(1, 13, dtype=int)])\n", "\n", "regime['Q'] = np.array([-1325., -1200., -1150., -1100., -1100., -1100., 0., 0., 0., 0., 0., 0.,]) * 5 # Initially guessed pumping regime.\n", "regime['dQ'] = np.diff(np.hstack((0, regime['Q'])))\n", "\n", "regime['stage'] = [0., 0., 0., 1., 0., 0., 0., 0., 0., 0., 0., 0.,] # river stage\n", "regime['dstage'] = np.diff(np.hstack((0, regime['stage']))) # river change stage.\n", "\n", "tstart = regime['dates'][0]\n", "tsim = np.arange(tstart, tstart + np.timedelta64(366, 'D'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Fulfilling the required drawdown\n", "\n", "\n", "Q1: The two wells must be placed on the two corners of the building pit closest to the river. But because of the river, we also have to place two mirror wells on the opposite site with the opposite sign. These wells heve been defined in the dict 'wells' above.\n", "\n", "Q2: The most critical point is the center of mid of the line of the building point that is farthest from the river.\n", "\n", "Q3: After some trial and error, the regime['Q'] establishese the desired steady drawdown after one month of pumpiong.\n", "\n", "Q4: The data at which the dradown is again less than 0.5 m is shown in the figure with the error and the thick dot." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\n", "ax = newfig(f'Water level at critical points', 'time', 'water level [m]')\n", "\n", "for kp in ['mid', 'ctr', 'crit']:\n", " x0, y0 = pit[kp]['x'], pit[kp]['y']\n", "\n", " s = np.zeros_like(tsim, dtype=float)\n", " \n", " for dQ, change_date in zip(regime['dQ'], regime['dates']):\n", " t = (tsim[tsim > change_date] - change_date) / np.timedelta64(1, 'D')\n", "\n", " for kw in wells:\n", " well = wells[kw]\n", " dx_, dy_ = x0 - well['x'], y0 - well['y']\n", " r2 = dx_ ** 2 + dy_ ** 2\n", " u = r2 * S / (4 * kD * t)\n", " s[tsim > change_date] += well['sign'] * dQ / (4 * np.pi * kD) * exp1(u)\n", "\n", " ax.plot(tsim, s, label=f'at point pit[{kp}]=({x0:.0f},{y0:.0f})')\n", " \n", "if True:\n", " criterion = np.logical_and(tsim > np.datetime64('2020-07-01'), s <= -0.5)\n", " ts, ss = tsim[criterion][-1], s[criterion][-1]\n", "\n", " ax.plot(ts, ss, 'ro', label='Moment when drawdown becomes less than 0.5 m')\n", " ax.annotate(f'Drawdown becomes less than 0.5 m\\nat t={ts}', xy=(ts, ss), xycoords='data', xytext=(ts, -2), textcoords='data', arrowprops=dict(facecolor='black', linewidth=0.5, shrink=0.1))\n", "ax.legend(loc='center')\n", "\n", "ax1 = ax.twinx()\n", "ax1.set_ylabel('Extraction m3/d')\n", "\n", "nwells = np.sum([wells[k]['type']=='wel' for k in wells])\n", "\n", "ax1.step(regime['dates'], nwells * regime['Q'], 'r--', lw=2, where='post', label='Extraction')\n", "ax1.legend(loc='lower right')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### River-stage change\n", "\n", "Q6: What happens to the groundwater levels due to the change in the river stage?" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dstages = regime['dstage'][regime['dstage'] != 0]\n", "change_dates = regime['dates' ][regime['dstage'] != 0]\n", "\n", "ax = newfig(\"Effect of the river stage on points in the building pit\", \"time\", \"delta h [m]\")\n", "\n", "for k in ['mid', 'ctr', 'crit']:\n", " yp = pit[k]['y']\n", " s = np.zeros_like(tsim, dtype=float)\n", " dy = 0 - yp # distance from the river (river is at x=0 m)\n", " for dstage, change_date in zip(dstages, change_dates):\n", " t = (tsim[tsim > change_date] -change_date) / np.timedelta64(1, 'D')\n", " u = dy * np.sqrt(S / (4 * kD * t))\n", " s[tsim > change_date] += dstage * erfc(u)\n", " ax.plot(tsim, s, label=f'point {k}, y={yp:.0f}')\n", "ax.legend()\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Impact of the month-long wave in the river stage\n", "\n", "Q6: Compensate for the effect of the change of the river stage.\n", "\n", "We should superimpose this change on the drawdown by the wells and adapt the well regime to compensate for this stage change.\n", "\n", "We should generate an extra drawdown of 0.4 m at the end of month 4. For this the regime has to be adapated" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "regime['Q'] = np.array([-1325., -1200., -1150., -1100., -1100., -1100., 0., 0., 0., 0., 0., 0.,]) * 5 # Initially guessed pumping regime.\n", "\n", "# Extraction that compensates for the river srage change\n", "# Set both to 1 to see what happens without extra pumping.\n", "regime['Q'][3] *= 1.10\n", "regime['Q'][4] *= 1.05\n", "\n", "regime['dQ'] = np.diff(np.hstack((0, regime['Q'])))\n", "\n", "ax = newfig(f'Water level at critical points', 'time', 'water level [m]')\n", "\n", "for kp in ['mid', 'ctr', 'crit']:\n", " xp, yp = pit[kp]['x'], pit[kp]['y']\n", " dy = 0 - yp # distance from the river (river is at x=0 m)\n", "\n", " s = np.zeros_like(tsim, dtype=float)\n", " \n", " for dQ, change_date in zip(regime['dQ'], regime['dates']):\n", " t = (tsim[tsim > change_date] - change_date) / np.timedelta64(1, 'D')\n", "\n", " for kw in wells:\n", " well = wells[kw]\n", " dx_, dy_ = xp - well['x'], yp - well['y']\n", " r2 = dx_ ** 2 + dy_ ** 2\n", " u = r2 * S / (4 * kD * t)\n", " s[tsim > change_date] += well['sign'] * dQ / (4 * np.pi * kD) * exp1(u)\n", "\n", " for dstage, change_date in zip(dstages, change_dates):\n", " t = (tsim[tsim > change_date] -change_date) / np.timedelta64(1, 'D')\n", " u = dy * np.sqrt(S / (4 * kD * t))\n", " s[tsim > change_date] += dstage * erfc(u)\n", " \n", " ax.plot(tsim, s, label=f'at point pit[{kp}]=({x0:.0f},{y0:.0f})')\n", " \n", "\n", "ax1 = ax.twinx()\n", "ax1.set_ylabel('Extraction m3/d')\n", "\n", "nwells = np.sum([wells[k]['type']=='wel' for k in wells])\n", "\n", "ax1.step(regime['dates'], nwells * regime['Q'], 'r--', lw=2, where='post', label='Extraction')\n", "ax1.legend(loc='lower right')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Impact of river tide\n", "\n", "The impact is shown below. The penetration depth of the tide is so small compared to the distance between the river and the building pit, that no measures have to be taken.\n", "\n", "Of course, in the case of a lower frequency tide, like two-monthly extra high tides, and storm tides, pentration depth will be larger and this compensation may become necessary.\n", "\n", "The same is true for high river stages that persist over longer times than only one month and with much higher values. during wet periods." ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "A, T = 1.0, 0.5 # Amplitude (m), cycle time (d)\n", "\n", "omega = 2 * np.pi / T\n", "a = np.sqrt(omega * S / (2 * kD))\n", "\n", "show_times = np.arange(24, dtype=float) / 24\n", "\n", "Y = np.linspace(0, 2 * L, 101) # keep sign postiive use negative Y only in the graph\n", "\n", "ax =newfig(\"Effect of river tide on the adjacent groundwater\", \"distance from river[m]\", \"efect of tide\")\n", "env = A * np.exp(-a * Y)\n", "for show_time in show_times:\n", " s = env * np.sin(omega * show_time - a * Y )\n", " ax.plot(Y, s, label=f'tide at t={show_time * 24:.0f} h')\n", "ax.plot(Y, +env, 'k', lw=2, label='top envelope')\n", "ax.plot(Y, -env, 'k', lw=2, label='bottom env.')\n", "ax.legend(loc='upper right')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## How much water is extracted from the river?\n", "\n", "$$ Q_r = Q e^{-u} $$\n", "\n", "$$ q_r = \\frac Q {2 \\pi r} e^{-u} $$\n", "\n", "$$ q_x = \\frac Q {2 \\pi} e^{-u} \\frac{x - x_w}{r^2} $$\n", "\n", "$$ q_y = \\frac Q {2 \\pi} e^{-u} \\frac{y - y_w}{r^2}$$\n" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dx_, dy_ = xp - well['x'], yp - well['y']\n", "r2 = dx_ ** 2 + dy_ ** 2\n", "\n", "a = 5\n", "xx = np.logspace(2, np.log10(a * L), 50)\n", "Xr = np.hstack((-xx[::-1], 0, xx))[:, np.newaxis]\n", "Yr = np.zeros_like(Xr)\n", "\n", "qy = np.zeros((len(Yr), len(tsim)))\n", "qx = np.zeros_like(qy)\n", "\n", "for dQ, change_date in zip(regime['dQ'], regime['dates']):\n", " t = (tsim[tsim > change_date] - change_date) / np.timedelta64(1, 'D')\n", " \n", " for k in wells:\n", " well = wells[k]\n", " dx_, dy_ = Xr - well['x'], Yr - well['y']\n", " r2 = dx_ ** 2 + dy_ ** 2\n", " u = r2 * S / (4 * kD * t)\n", " qx[:, tsim > change_date] += well['sign'] * dQ / (2 * np.pi) * np.exp(-u) * dx_ / r2\n", " qy[:, tsim > change_date] += well['sign'] * dQ / (2 * np.pi) * np.exp(-u) * dy_ / r2\n", " \n", "Qx = np.sum(0.5 * (qx[:-1,:] + qx[1:, :]) * np.diff(Xr, axis=0), axis=0)\n", "Qy = np.sum(0.5 * (qy[:-1,:] + qx[1:, :]) * np.diff(Xr, axis=0), axis=0)\n", "\n", "ax = newfig(\"Extraction from the rive\", \"time\", \"Total extraction m3/d\")\n", "ax.plot(tsim, Qx, label='Qx m3/d (must be zero)')\n", "ax.plot(tsim, Qy, label='Qy m3/d (= total induced from river)')\n", "\n", "nwells = np.sum([wells[k]['type']=='wel' for k in wells])\n", "\n", "ax.step(regime['dates'], nwells * regime['Q'], where='post', label='Total extraction by wells')\n", "\n", "ax.legend(loc='lower right')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Q 7 The latter graph answers the last question." ] } ], "metadata": { "interpreter": { "hash": "a98a1daacb9c4660c43f7d8fd1eb9e351299699fa2c9d0b588d834f4e4301aa0" }, "kernelspec": { "display_name": "Python 3.9.7 ('base')", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 2 }