{ "cells": [ { "cell_type": "markdown", "id": "ecbece36-e88e-4547-86bd-65192742af55", "metadata": {}, "source": [ "# Assignment 5\n", "\n", "Due Wednesday October 25 2023 (at start of class, or submitted electronically **via Brightspace** before class)\n", "\n", "Point values are indicated for each question.\n", "\n", "Total points: 40" ] }, { "cell_type": "markdown", "id": "0b50e150-fe04-4b6b-a890-525ce2c2546f", "metadata": {}, "source": [ "## Question 1\n", "\n", "_5 points_\n", "\n", "_(Problem 4.13 of the text)_\n", "\n", "A private pilot correctly sets her altimeter to reflect a reported altimeter setting of 1012 mb at her departure airport. She then climbs to an indicated cruising altitude of 1000 m above sea level. The highest terrain elevation between her and her destination is 850 m above sea level, which yields a fairly comfortable margin of 150 m. However, she does not realize that she is flying into an approaching low pressure system and that the correct altimeter setting will decrease to 992 mb well before she reaches her destination.\n", "\n", "a) _(4 points)_ If she fails to update her altimeter, what will her actual altitude margin be in the worst case as she crosses the highest terrain?\n", "\n", "b) _(1 points)_ Explain why you think that standard procedures require altimeter settings to always be rounded *down*." ] }, { "cell_type": "markdown", "id": "43fd71da-c66f-41e9-89e8-ffb97f1923b4", "metadata": {}, "source": [ "## Question 2\n", "\n", "_6 points_\n", "\n", "_(Based on Problem 5.1 of the text)_\n", "\n", "A sample of dry air has an initial pressure $p_1 = 1000$ hPa and temperature $T_1 = 295$ K. It undergoes a process that takes it to a new pressure $p_2 = 750$ hPa with unchanged temperature $T_2 = T_1$. Compute the mechanical work per unit mass performed by the sample under the following scenarios:\n", "\n", "a) _(1.5 points)_ Isochoric pressure reduction to $p_2$ followed by isobaric expansion to final state.\n", "\n", "b) _(1.5 points)_ Isobaric expansion to final specific volume $\\alpha_2$ followed by isochoric pressure reduction to final state.\n", "\n", "c) _(3 point)_ Isothermal expansion to final state." ] }, { "cell_type": "markdown", "id": "cdd8cc54-5db5-4e82-9536-99167fd87ee7", "metadata": {}, "source": [ "## Question 3\n", "\n", "_3 points_\n", "\n", "_(Problem 5.2 of the text)_\n", "\n", "From what you know about the design of the skew-T diagram and about the Ideal Gas Law, state whether a closed clockwise path on this diagram represents positive or negative work done *by* a parcel. Explain your reasoning, e.g., by pointing out how a specified cycle on an $\\alpha-p$ diagram would appear on a skew-T diagram." ] }, { "cell_type": "markdown", "id": "f8747e59-9599-4fec-8e05-0389001319df", "metadata": {}, "source": [ "## Question 4\n", "\n", "_6 points_\n", "\n", "_(Problem 5.3 of the text)_\n", "\n", "A typical scuba tank has a volume $V$ of 10 liters. When fully charged, it contains compressed air at a pressure of 200 bars, or $2.0 \\times 10^7$ Pa.\n", "\n", "a) _(2 points)_ What is the uncompressed volume of the air if the ambient pressure is 1000 hPa and the temperature is 293 K for both the compressed and uncompressed air?\n", "\n", "b) _(3 points)_ How much mechanical work in joules is required to fill the tank, if the process is isothermal? *Hint: Recall that the pressure $p$ will be a function of $V$, and consider starting and ending volumes as your limits of integration.*\n", "\n", "c) _(1 point)_ If the compressor is able to deliver 1000 W of average power, how long does it take to fill the tank?" ] }, { "cell_type": "markdown", "id": "a8fea9ee-de48-4bc9-9f8e-aac9cfbb9643", "metadata": {}, "source": [ "## Question 5\n", "\n", "_12 points_\n", "\n", "_(Problem 5.4 of the text)_\n", "\n", "For each of the following conditions, compute (i) the mechanical work $w$ done *by* a sample of dry air, and (ii) the heat $q$ added *to* the sample.\n", "\n", "a) _(3 points)_ Isothermal compression to one-fifth of its original volume at 15ºC.\n", "\n", "b) _(3 points)_ Isobaric heating from 0ºC to 20ºC.\n", "\n", "c) _(3 points)_ Isochoric heating from 0ºC to 20ºC.\n", "\n", "d) _(3 points)_ Adiabatic expansion to five times its original volume, with initial temperature of 20ºC." ] }, { "cell_type": "markdown", "id": "83e9f59a-f0ff-4760-a4ca-e54de4c3e9ab", "metadata": {}, "source": [ "## Question 6\n", "\n", "_4 points_\n", "\n", "_(Problem 5.6 of the text)_\n", "\n", "A transcontinental airliner cruises at an altitude of approximately 12 km, where the temperature may be -55ºC and the pressure is approximately 200 hPa.\n", "\n", "a) _(1 point)_ Compute the potential temperature of the air at this altitude.\n", "\n", "b) _(3 points)_ Cabin pressure is typically maintained at about 750 hPa, corresponding to a pressure altitude of about 2,400 m. When the outside air is compressed adiabatically to to the cabin pressure, compute the air temperature (in Celsius and Fahrenheit) that would result if no corrective action were taken." ] }, { "cell_type": "markdown", "id": "2e621c04-15d8-4ae6-b1f2-0cf2a187e076", "metadata": {}, "source": [ "## Question 7\n", "\n", "_4 points_\n", "\n", "_(Based on Problem 5.7 of the text)_\n", "\n", "For a potential temperature of $\\theta= 315$ K, compute the corresponding temperature $T$ at 700 hPa, 300 hPa, and 100 hPa. Plot your results at the appropriate locations on the skew-T diagram below, and sketch in the corresponding dry adiabat." ] }, { "cell_type": "markdown", "id": "97e4a9d1-5d94-402f-a5ef-42424ff06ec3", "metadata": {}, "source": [ "_You can ignore the code here! It's just used to generate the blank chart that I want you to plot on by hand._" ] }, { "cell_type": "code", "execution_count": 2, "id": "a00755fb-7bfa-4b69-bfe6-04d3140b40ad", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from metpy.plots import Hodograph, SkewT\n", "fig = plt.figure(figsize=(10, 14))\n", "skew = SkewT(fig, rotation=50)\n", "skew.ax.set_xlabel('Temperature [ºC]', fontsize=14)\n", "skew.ax.set_ylabel('Pressure [hPa]', fontsize=14);" ] }, { "cell_type": "code", "execution_count": null, "id": "5c2b5904-dc55-4012-85fe-2ccfe68b25b4", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 5 }