{ "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 matplotlib.pyplot as plt\n", "import numpy as np\n", "from scipy.interpolate import interp1d\n", "\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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", "text/plain": [ "
" ] }, "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": 5, "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": 6, "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": 7, "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": "bluebonnet", "language": "python", "name": "bluebonnet" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 4 }