{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Getting Started with bluebonnet\n", "\n", "## Quick start\n", "\n", "In your command line, run this:\n", "\n", "```bash\n", "pip install bluebonnet\n", "```\n", "\n", "Pip will automatically download the project dependencies and make bluebonnet available in your python environment.\n", "\n", "Now, in your script or notebook, let's import what we need:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.interpolate import interp1d\n", "from bluebonnet.flow import IdealReservoir\n", "from bluebonnet.forecast import Bounds, ForecasterOnePhase\n", "from bluebonnet.plotting import (\n", " plot_pseudopressure,\n", " plot_recovery_factor,\n", " plot_recovery_rate,\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Reservoir\n", "\n", "First we need fluid properties. For absolute starters, let's say we have an ideal gas. Our initial reservoir pressure is 9,000 psi, and we our frac-face pressure is 1,000 psi. Then, we build our reservoir:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "initial_pressure = 9000\n", "frac_face_pressure = 1000\n", "num_points = 50\n", "reservoir = IdealReservoir(num_points, frac_face_pressure, initial_pressure)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Then, simulate the reservoir drawdown:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "num_time = 10_000\n", "time_end = 6\n", "time = np.linspace(0, np.sqrt(time_end), num_time) ** 2\n", "reservoir.simulate(time)\n", "fig, ax = plt.subplots()\n", "plot_pseudopressure(reservoir, every=50, ax=ax);" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "And calculate the recovery rate and recovery factor over time:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rf = reservoir.recovery_factor()\n", "fig, ax = plt.subplots()\n", "plot_recovery_rate(reservoir, ax, plot_kwargs={\"color\": \"lime\"})\n", "ax.legend(loc=\"lower right\")\n", "ax2 = ax.twinx()\n", "plot_recovery_factor(reservoir, ax2, plot_kwargs={\"color\": \"forestgreen\"})\n", "ax2.legend(loc=\"upper right\");" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Fit and forecast a well\n", "\n", "Now, to fit and forecast production from our well. Let's use a synthetic well here:" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [], "source": [ "fake_ooip = 100\n", "fake_tau = 1.5\n", "time_on_production = time[: len(time) // 2] * fake_tau\n", "randomness = np.maximum(\n", " 0, np.random.default_rng(42).normal(0, 0.02, size=len(time_on_production))\n", ").cumsum()\n", "fake_cum = rf[: len(time) // 2] * fake_ooip + randomness" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "And then use `ForecasterOnePhase` to match its production:" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The fitted OOIP is 146.25, and it should be over 100 (because all the randomness is positive)\n", "The fitted tau is 1.85, and it should be near 1.5\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rf_func = interp1d(time, rf, bounds_error=False, fill_value=(0, rf[-1]))\n", "bounds = Bounds(M=(0, 500), tau=(0.1, 25))\n", "scaling_curve = ForecasterOnePhase(rf_func, bounds)\n", "scaling_curve.fit(time_on_production, fake_cum)\n", "print(\n", " f\"The fitted OOIP is {scaling_curve.M_:.2f}, and it should be over {fake_ooip} \"\n", " \"(because all the randomness is positive)\\n\"\n", " f\"The fitted tau is {scaling_curve.tau_:.2f}, and it should be near {fake_tau}\"\n", ")\n", "\n", "\n", "cum_bestfit = scaling_curve.forecast_cum(time_on_production)\n", "\n", "fig, ax = plt.subplots()\n", "ax.plot(time_on_production, fake_cum, label=\"'Real' production\")\n", "ax.plot(time_on_production, cum_bestfit, \"--\", label=\"Fit\")\n", "ax.legend()\n", "ax.set(\n", " xlim=(0, None),\n", " ylim=(0, None),\n", " xlabel=\"Time on production\",\n", " ylabel=\"Cumulative production\",\n", ");" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Then, forecast the future:" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time_forecast = np.linspace(max(time_on_production), 9, 12 * 9)\n", "forecast_cum = scaling_curve.forecast_cum(time_forecast)\n", "fig, ax = plt.subplots()\n", "ax.plot(time_on_production, fake_cum, label=\"'Real' production\")\n", "ax.plot(time_forecast, forecast_cum, scalex=\"squareroot\")\n", "ax.set(\n", " xlabel=\"Time (forecasted)\",\n", " ylabel=\"Forecasted cumulative production\",\n", ");" ] } ], "metadata": { "kernelspec": { "display_name": "venv", "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": "3.9.13" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }