Skip to content

Instantly share code, notes, and snippets.

@ina111
Created February 3, 2019 00:14
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save ina111/a4d9507eef905c5aeb11fffd42d32a48 to your computer and use it in GitHub Desktop.
Save ina111/a4d9507eef905c5aeb11fffd42d32a48 to your computer and use it in GitHub Desktop.
This file has been truncated, but you can view the full file.
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## REFPROPのPythonラッパーの使い方\n",
"\n",
"本家NISTから公開されているラッパーの使い方のjupyter notebookはこちら\n",
"* https://nbviewer.jupyter.org/github/usnistgov/REFPROP-wrappers/blob/master/wrappers/python/notebooks/Tutorial.ipynb\n",
"\n",
"REFPROPを購入し、ダイナミックライブラリ(.DLL/.dylib/.so)を用いるかビルドして保有していないと動きません。\n",
"\n",
"\n",
"## インストール\n",
"\n",
"REFPROPのPythonのラッパーのインストールは以下を実行すればOKです。当然pythonとpipのインストールは事前に必須です。\n",
"\n",
"```\n",
"pip install ctREFPROP\n",
"```\n",
"\n",
"#### ラッパーのライブラリ\n",
"https://github.com/usnistgov/REFPROP-wrappers/tree/master/wrappers/python\n",
"\n",
"\n",
"## セットアップ\n",
"\n",
"Windowsの一般ユーザー:REFPROPのPythonラッパーは、ファイルがどこにインストールされているかを知らされる必要があります。 デフォルトのインストール場所を使用し、NISTから入手したMSIインストーラーを使用してREFPROPをインストールした場合は、RPPREFIX環境変数が設定済みであり、インストールを指しているので、セットアップに関しては何もする必要はありません。\n",
"\n",
"スーパーユーザー:自分でダイナミックライブラリ(.DLL/.dylib/.so)をビルドした人。自分で環境変数の中にRPPREFIXの名前でダイナミックライブラリとFLUIDS、MIXTURESフォルダの置いている場所を指定する方法と、pythonスクリプト(やjupyter notebookなど)と同じ場所にダイナミックライブラリ等を置いておく方法があります。\n",
"\n",
"ここではjupyter notebookのファイルと同じフォルダにダイナミックライブラリファイルとFLUIDSフォルダ,MIXTURESフォルダを置いたとして、実行していきます。\n",
"\n",
"## 使い方"
]
},
{
"cell_type": "code",
"execution_count": 154,
"metadata": {},
"outputs": [],
"source": [
"# ここではjupyter notebookやpythonファイルと同じフォルダに.DLL/.so/.dylibと\n",
"# FLUIDSとMIXTURESフォルダがコピーされているとする。\n",
"# Windowsでインストーラでインストールした場合や自分で環境変数を入れた場合は必要ない。\n",
"import os\n",
"os.environ['RPPREFIX'] = r'.'"
]
},
{
"cell_type": "code",
"execution_count": 79,
"metadata": {},
"outputs": [],
"source": [
"from ctREFPROP.ctREFPROP import REFPROPFunctionLibrary\n",
"import numpy as np\n",
"import pandas\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline\n",
"%config InlineBackend.figure_formats = {'png', 'retina'}\n",
"plt.rcParams['figure.figsize'] = [8, 6]"
]
},
{
"cell_type": "code",
"execution_count": 107,
"metadata": {},
"outputs": [],
"source": [
"# 冗長だが、明示的にパスを指定する。ライブラリのインスタンス化する。\n",
"RP = REFPROPFunctionLibrary(os.environ['RPPREFIX'])\n",
"\n",
"# 次にREFPROPのインスタンスにルートディレクトリがどこか指示。 \n",
"# このルートディレクトリには、少なくとも次のものを含める必要があります。\n",
"# A)REFPRP64.DLL(32ビットウィンドウの場合はREFPROP.dll、LinuxまたはOSXの場合はそれぞれlibrefprop.soまたはlibrefprop.dylib)\n",
"# B)FLUIDSフォルダ(大文字と小文字を区別)\n",
"# C)MIXTURESフォルダ(大文字と小文字を区別)\n",
"RP.SETPATHdll(os.environ['RPPREFIX'])\n",
"\n",
"# 単位系を変数しておく\n",
"MOLAR_BASE_SI = RP.GETENUMdll(0, \"MOLAR BASE SI\").iEnum\n",
"MASS_BASE_SI = RP.GETENUMdll(0, \"MASS BASE SI\").iEnum\n",
"# その他の単位系は下記がある。詳しくは公式ドキュメント参照のこと。\n",
"# \"MOLAR VASE SI\", \"MASS BASE SI\", \"DEFAULT\", \"MOLE SI\", \"MASS SI\", \"SI WITH C\", \n",
"# \"ENGLISH\", \"MOLAR ENGLISH\", \"MKS\", \"CGS\", \"MIXED\", \"MEUNITS\"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"最初の例。水の大気圧下(101325Pa)での沸点[K]"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"373.1242958476996"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"p_Pa = 101325\n",
"Q = 0.0\n",
"r = RP.REFPROPdll(\"Water\",\"PQ\",\"T\",MOLAR_BASE_SI,0,0,p_Pa,Q,[1.0])\n",
"r.Output[0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"FLUIDSフォルダにある流体の.FLDファイルの名前は認識してくれるが、絶対パスで指定することもできる。\n",
"\n",
"後で出てくるが、SETPATHdll関数でも指定できる。"
]
},
{
"cell_type": "code",
"execution_count": 156,
"metadata": {},
"outputs": [],
"source": [
"p_Pa = 101325\n",
"Q = 0.0\n",
"r = RP.REFPROPdll(os.path.join(os.environ['RPPREFIX'],\"FLUIDS\",\"WATER.FLD\"),\"PQ\",\"T\",MOLAR_BASE_SI,0,0,p_Pa,Q,[1.0])"
]
},
{
"cell_type": "code",
"execution_count": 157,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"text/plain": [
"REFPROPdlloutput(z=array('d', [1.0]), Output=array('d', [373.1242958476996, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0, -9999990.0]), hUnits='K', iUCode=1, x=array('d', [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]), y=array('d', [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]), x3=array('d', [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]), q=0.0, ierr=0, herr='')"
]
},
"execution_count": 157,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# REFPROPdllの結果を格納している変数を呼び出すと、named collections.namedtuple が返ってくる。\n",
"r"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 名前でアクセスすることもできる。\n",
"r.ierr"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"('K', 'K')"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# もしくはインデックスの数字でもアクセスできる。ここではhUnitsと同じことを表している。\n",
"r[2], r.hUnits"
]
},
{
"cell_type": "code",
"execution_count": 158,
"metadata": {},
"outputs": [],
"source": [
"# エラーの場合、ierr >100であるのでこれで例外やアサート文でテストすることができる。\n",
"# See also http://refprop-docs.readthedocs.io/en/latest/DLL/high_level.html#f/_/ERRMSGdll\n",
"assert r.ierr < 100"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### スピード\n",
"同じ物性値を取り出すのにも使う関数によっては早さが異なる。"
]
},
{
"cell_type": "code",
"execution_count": 162,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0"
]
},
"execution_count": 162,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# REFPROPの流体として水を設定\n",
"MOLAR_BASE_SI = RP.GETENUMdll(0, \"MOLAR BASE SI\").iEnum\n",
"RP.SETFLUIDSdll(\"Water\")"
]
},
{
"cell_type": "code",
"execution_count": 163,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"119 µs ± 8 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n"
]
}
],
"source": [
"# 便利なREFPROP関数(REFPROPdll)を使った場合。オーバーヘッドがある\n",
"%timeit RP.REFPROPdll(\"\",\"PQ\",\"T\",MOLAR_BASE_SI,0,0,1e5,0,[1.0])"
]
},
{
"cell_type": "code",
"execution_count": 164,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"28.5 µs ± 1.6 µs per loop (mean ± std. dev. of 7 runs, 10000 loops each)\n"
]
}
],
"source": [
"# こちらが早い方法。REFPROPdll関数のオーバーヘッドを避けている。\n",
"%timeit RP.ABFLSHdll('PQ', 101.325, 0, [1.0], 0)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 実際に特性データを取る\n",
"\n",
"### メタン\n",
"\n",
"ここでは試しにメタンの熱力学的物性値と輸送物性値を取得してグラフ化してみる。REFPROPのGUIでやっていることと同じことをする。\n"
]
},
{
"cell_type": "code",
"execution_count": 165,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0"
]
},
"execution_count": 165,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"RP.SETFLUIDSdll('METHANE')"
]
},
{
"cell_type": "code",
"execution_count": 166,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"111.66720547358075"
]
},
"execution_count": 166,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 大気圧下でのメタンの沸点[K]\n",
"p_Pa = 101325\n",
"Q = 0.0\n",
"r = RP.REFPROPdll(\"METHANE\",\"PQ\",\"T\",MOLAR_BASE_SI,0,0,p_Pa,Q,[1.0])\n",
"r.Output[0]"
]
},
{
"cell_type": "code",
"execution_count": 170,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11ba49eb8>"
]
},
"metadata": {
"image/png": {
"height": 387,
"width": 499
},
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11baa1898>"
]
},
"metadata": {
"image/png": {
"height": 387,
"width": 508
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# 蒸気圧曲線\n",
"fluid = \"METHANE\"\n",
"t_K_array = np.linspace(100,200, 1000)\n",
"vp_MPa_array = []\n",
"Q = 0.0\n",
"for t in t_K_array:\n",
" r = RP.REFPROPdll(fluid,\"TQ\",\"P\",MOLAR_BASE_SI,0,0,t,Q,[1.0])\n",
" if r.ierr > 100:\n",
" vp_MPa_array.append(np.nan)\n",
" else:\n",
" vp_MPa_array.append(r.Output[0] / 1e6)\n",
"plt.plot(t_K_array, vp_MPa_array)\n",
"plt.title(\"vapor pressure curve of %s\" % (fluid))\n",
"plt.xlabel(\"Temperature [K]\")\n",
"plt.ylabel(\"Pressure [MPa]\")\n",
"plt.ylim(ymin=0)\n",
"plt.xticks(np.arange(100,200,10))\n",
"plt.yticks(np.arange(0, 5, 0.5))\n",
"plt.grid()\n",
"# 臨界点(MAXPdllを呼び出す。Tm[K]、Pm[kPa])\n",
"plt.plot(RP.MAXPdll([1.0]).Tm, RP.MAXPdll([1.0]).Pm/1e3, \"ko\", label=\"critical point\")\n",
"plt.legend()\n",
"plt.savefig(\"%s_vapor_pressure1.png\" % (fluid))\n",
"\n",
"# 拡大\n",
"plt.figure()\n",
"plt.plot(t_K_array, vp_MPa_array)\n",
"plt.title(\"vapor pressure curve of %s\" % (fluid))\n",
"plt.xlabel(\"Temperature [K]\")\n",
"plt.ylabel(\"Pressure [MPa]\")\n",
"plt.xlim([100,150])\n",
"plt.ylim([0,1])\n",
"plt.xticks(np.arange(100,155,5))\n",
"plt.yticks(np.arange(0, 1.1, 0.1))\n",
"plt.grid()\n",
"plt.savefig(\"%s_vapor_pressure2.png\" % (fluid))\n"
]
},
{
"cell_type": "code",
"execution_count": 171,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"410.7981566235902"
]
},
"execution_count": 171,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 大気圧下における密度[kg/m3]\n",
"r = RP.REFPROPdll(\"METHANE\",\"TP\",\"D\",MASS_BASE_SI,0,0,120,1e6,[1.0]) # 単位系に注意\n",
"r.Output[0]"
]
},
{
"cell_type": "code",
"execution_count": 172,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11b89ad68>"
]
},
"metadata": {
"image/png": {
"height": 387,
"width": 511
},
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11bef7898>"
]
},
"metadata": {
"image/png": {
"height": 387,
"width": 511
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# 密度曲線T-d\n",
"fluid = \"METHANE\"\n",
"p_Pa_array = [0.1e6, 0.5e6, 1.0e6, 3.0e6, 5.0e6, 7.0e6, 9.0e6]\n",
"t_K_array = np.linspace(100, 350, 1000)\n",
"for p in p_Pa_array:\n",
" d_kgm3_array = []\n",
" for t in t_K_array:\n",
" r = RP.REFPROPdll(fluid,\"TP\",\"D\",MASS_BASE_SI,0,0,t,p,[1.0]) # 単位系に注意\n",
" if r.ierr > 100:\n",
" d_kgm3_array.append(np.nan)\n",
" else:\n",
" d_kgm3_array.append(r.Output[0])\n",
" plt.plot(t_K_array, d_kgm3_array, label=\"%.1f MPa\" % (p/1e6))\n",
"plt.title(\"Temperature - density curve of %s\" % (fluid))\n",
"plt.xlabel(\"Temperature [K]\")\n",
"plt.ylabel(\"Density [kg/m3]\")\n",
"plt.xlim([100, 300])\n",
"plt.ylim(ymin=0)\n",
"plt.xticks(np.arange(100,320,20))\n",
"plt.yticks(np.arange(0, 500, 50))\n",
"# 臨界点(MAXPdllを呼び出す。Tm[K]、Dm[mol/L]), WMOLdllは分子量\n",
"plt.plot(RP.MAXPdll([1.0]).Tm, RP.MAXPdll([1.0]).Dm * RP.WMOLdll([1.0]), \"ko\", label=\"critical point\")\n",
"plt.grid()\n",
"plt.legend()\n",
"plt.savefig(\"%s_T-density1.png\" % (fluid))\n",
"\n",
"\n",
"\n",
"# 広い範囲\n",
"plt.figure()\n",
"t_K_array = np.linspace(100, 500, 1000)\n",
"for p in p_Pa_array:\n",
" d_kgm3_array = []\n",
" for t in t_K_array:\n",
" r = RP.REFPROPdll(fluid,\"TP\",\"D\",MASS_BASE_SI,0,0,t,p,[1.0]) # 単位系に注意\n",
" if r.ierr > 100:\n",
" d_kgm3_array.append(np.nan)\n",
" else:\n",
" d_kgm3_array.append(r.Output[0])\n",
" plt.plot(t_K_array, d_kgm3_array, label=\"%.1f MPa\" % (p/1e6))\n",
"plt.plot(t_K_array, vp_MPa_array)\n",
"plt.title(\"vapor pressure curve of %s\" % (fluid))\n",
"plt.xlabel(\"Temperature [K]\")\n",
"plt.ylabel(\"Pressure [MPa]\")\n",
"plt.xlim([100, 500])\n",
"plt.ylim(ymin=0)\n",
"plt.xticks(np.arange(100,520,50))\n",
"plt.yticks(np.arange(0, 500, 50))\n",
"# 臨界点(MAXPdllを呼び出す。Tm[K]、Dm[mol/L]), WMOLdllは分子量\n",
"plt.plot(RP.MAXPdll([1.0]).Tm, RP.MAXPdll([1.0]).Dm * RP.WMOLdll([1.0]), \"ko\", label=\"critical point\")\n",
"plt.grid()\n",
"plt.legend()\n",
"plt.savefig(\"%s_T-density2.png\" % (fluid))\n"
]
},
{
"cell_type": "code",
"execution_count": 180,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11bf123c8>"
]
},
"metadata": {
"image/png": {
"height": 387,
"width": 505
},
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x11c060cc0>"
]
},
"metadata": {
"image/png": {
"height": 387,
"width": 505
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# 定圧比熱 specific heat at constant pressure Cp\n",
"fluid = \"METHANE\"\n",
"p_Pa_array = [0.1e6, 0.5e6, 1.0e6, 3.0e6, 5.0e6, 7.0e6, 9.0e6]\n",
"t_K_array = np.linspace(100, 350, 1000)\n",
"for p in p_Pa_array:\n",
" Cp_array = []\n",
" for t in t_K_array:\n",
" r = RP.REFPROPdll(fluid,\"TP\",\"CP\",MASS_BASE_SI,0,0,t,p,[1.0]) # 単位系に注意\n",
" if r.ierr > 100:\n",
" Cp_array.append(np.nan)\n",
" else:\n",
" Cp_array.append(r.Output[0] /1e3)\n",
" plt.plot(t_K_array, Cp_array, label=\"%.1f MPa\" % (p/1e6))\n",
"plt.title(\"Temperature - Cp curve of %s\" % (fluid))\n",
"plt.xlabel(\"Temperature [K]\")\n",
"plt.ylabel(\"specific heat at constant pressure Cp [kJ/(kg*K)]\")\n",
"plt.xlim([100, 300])\n",
"plt.ylim([0,20])\n",
"plt.xticks(np.arange(100,320,20))\n",
"plt.yticks(np.arange(0, 22, 2))\n",
"plt.grid()\n",
"plt.legend()\n",
"plt.savefig(\"%s_T-Cp1.png\" % (fluid))\n",
"\n",
"\n",
"# 広い範囲 wide range\n",
"plt.figure()\n",
"p_Pa_array = [0.1e6, 0.5e6, 1.0e6, 3.0e6, 5.0e6, 7.0e6, 9.0e6]\n",
"t_K_array = np.linspace(100, 500, 1000)\n",
"for p in p_Pa_array:\n",
" Cp_array = []\n",
" for t in t_K_array:\n",
" r = RP.REFPROPdll(fluid,\"TP\",\"CP\",MASS_BASE_SI,0,0,t,p,[1.0]) # 単位系に注意\n",
" if r.ierr > 100:\n",
" Cp_array.append(np.nan)\n",
" else:\n",
" Cp_array.append(r.Output[0] /1e3)\n",
" plt.plot(t_K_array, Cp_array, label=\"%.1f MPa\" % (p/1e6))\n",
"plt.title(\"Temperature - Cp curve of %s\" % (fluid))\n",
"plt.xlabel(\"Temperature [K]\")\n",
"plt.ylabel(\"specific heat at constant pressure Cp [kJ/(kg*K)]\")\n",
"plt.xlim([100, 300])\n",
"plt.ylim([0,20])\n",
"plt.xticks(np.arange(100,550,50))\n",
"plt.yticks(np.arange(0, 22, 2))\n",
"plt.grid()\n",
"plt.legend()\n",
"plt.savefig(\"%s_T-Cp2.png\" % (fluid))"
]
},
{
"cell_type": "code",
"execution_count": 179,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1193dbbe0>"
]
},
"metadata": {
"image/png": {
"height": 387,
"width": 511
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# 粘性 viscosity μ VIS\n",
"fluid = \"METHANE\"\n",
"p_Pa_array = [0.1e6, 0.5e6, 1.0e6, 3.0e6, 5.0e6, 7.0e6, 9.0e6]\n",
"t_K_array = np.linspace(100, 350, 1000)\n",
"for p in p_Pa_array:\n",
" mu_array = []\n",
" for t in t_K_array:\n",
" r = RP.REFPROPdll(fluid,\"TP\",\"VIS\",MASS_BASE_SI,0,0,t,p,[1.0]) # 単位系に注意\n",
" if r.ierr > 100:\n",
" mu_array.append(np.nan)\n",
" else:\n",
" mu_array.append(r.Output[0] * 1e6)\n",
" plt.plot(t_K_array, mu_array, label=\"%.1f MPa\" % (p/1e6))\n",
"plt.title(\"Temperature - Viscosity curve of %s\" % (fluid))\n",
"plt.xlabel(\"Temperature [K]\")\n",
"plt.ylabel(\"Viscosity μ [uPa * s]\")\n",
"plt.xlim([100, 300])\n",
"plt.ylim(ymin=0)\n",
"plt.xticks(np.arange(100,320,20))\n",
"plt.grid()\n",
"plt.legend()\n",
"plt.savefig(\"%s_T-vis.png\" % (fluid))\n"
]
},
{
"cell_type": "code",
"execution_count": 178,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment