生成正激波表的代码

news2024/11/24 9:39:55

k=1.4

import math
import numpy as np
import pandas as pd
#Ma1到p之比
def Ma2p(Ma1,k):
    return 2*k*Ma1**2/(k+1)-(k-1)/(k+1)
def Ma2rho(Ma1,k):
    return (k+1)*Ma1**2/(2+(k-1)*Ma1**2)
def Ma2T(Ma1,k):
    return 1/Ma1**2*(2/(k+1))**2*(k*Ma1**2-(k-1)/2)*(1+(k-1)/2*Ma1**2)
def Ma2Ma(Ma1,k):
    return math.sqrt((Ma1**2+2/(k-1))/(2*k*Ma1**2/(k-1)-1))
def Ma2sigma(Ma1,k):
    #Ma到总压比
    rho=Ma2rho(Ma1,k)
    p=Ma2p(Ma1,k)
    return rho**(k/(k-1))/p**(1/(k-1))
N=302
N1=6
dMa1=0.01
Ma1min=1
B=np.zeros([N,N1])
k=1.4
for i in range(0,N):
    Ma1=Ma1min+i*dMa1
    B[i,0]=Ma1
    B[i,1]=Ma2Ma(Ma1,k)
    B[i,2]=Ma2p(Ma1,k)
    B[i,3]=Ma2rho(Ma1,k)
    B[i,4]=Ma2T(Ma1,k)
    B[i,5]=Ma2sigma(Ma1,k)
df=pd.DataFrame(B)
# 将DataFrame写入Excel文件
df.to_excel('output.xlsx', index=False, header=False)

绘制相关图像的代码

import numpy as np
import matplotlib.pyplot as plt
import math
# 设置字体为支持中文的字体,例如:
plt.rcParams['font.sans-serif'] = ['SimHei']  # 使用黑体
plt.rcParams['axes.unicode_minus'] = False  # 用来正常显示负号
def Ma2p(Ma1,k):
    return 2*k*Ma1**2/(k+1)-(k-1)/(k+1)
def Ma2rho(Ma1,k):
    return (k+1)*Ma1**2/(2+(k-1)*Ma1**2)
def Ma2T(Ma1,k):
    return 1/Ma1**2*(2/(k+1))**2*(k*Ma1**2-(k-1)/2)*(1+(k-1)/2*Ma1**2)
def Ma2Ma(Ma1,k):
    return math.sqrt((Ma1**2+2/(k-1))/(2*k*Ma1**2/(k-1)-1))
def Ma2sigma(Ma1,k):
    #Ma到总压比
    rho=Ma2rho(Ma1,k)
    p=Ma2p(Ma1,k)
    return rho**(k/(k-1))/p**(1/(k-1))

Ma1_values = np.linspace(1, 3, 100)  
k=1.4
Ma2=[Ma2Ma(Ma1,k) for Ma1 in Ma1_values]
Ma2T_values = [Ma2T(Ma1,k) for Ma1 in Ma1_values]
p=[Ma2p(Ma1,k) for Ma1 in Ma1_values]
rho=[Ma2rho(Ma1,k) for Ma1 in Ma1_values]
sigma=[Ma2sigma(Ma1,k) for Ma1 in Ma1_values]

# 绘制图像
plt.figure()
plt.plot(Ma1_values,Ma2,label='Ma2')
plt.plot(Ma1_values, Ma2T_values, label='温度比')
plt.plot(Ma1_values,p,label='压力比')
plt.plot(Ma1_values,rho,label='密度比(速度比)')
plt.plot(Ma1_values,sigma,label='总压比')

plt.xlabel('Ma1')
plt.ylabel('正激波参数')
plt.title('正激波参数与Ma1的关系')
plt.legend()
plt.grid(True)
plt.show()

图像示例

相关表格

Ma1Ma2静压比p2/p1密度比(速度比静温比总压比
111111
1.010.990131581.023451.0166940751.0066449930.999998729
1.020.9805194931.0471333331.0334414941.013248780.999990032
1.030.9711539061.071051.0502400631.0198144570.999967006
1.040.9620254991.09521.0670876091.026344970.999923282
1.050.9531254291.1195833331.0839819751.0328431280.99985299
1.060.9444453011.14421.1009210271.0393116060.999750717
1.070.9359771391.169051.1179026511.0457529540.999611481
1.080.9277133591.1941333331.1349247541.0521696080.9994307
1.090.9196467441.219451.1519852621.058563890.999204164
1.10.9117704211.2451.1690821261.0649380170.998928015
1.110.9040778441.2707833331.1862133151.0712941060.99859872
1.120.8965627691.29681.2033768231.0776341840.998213053
1.130.889219241.323051.2205706641.0839601830.997768074
1.140.8820415711.3495333331.2377928761.0902739540.997261115
1.150.8750243281.376251.2550415181.0965772680.996689759
1.160.8681623211.40321.2723146751.1028718190.996051828
1.170.8614505831.4303833331.2896104511.1091592290.995345371
1.180.8548843631.45781.3069269761.1154410510.994568644
1.190.8484591111.485451.3242624021.1217187750.993720104
1.20.842170471.5133333331.3416149071.1279938270.992798398
1.210.8360142631.541451.3589826891.1342675760.991802346
1.220.8299864841.56981.3763639731.1405413330.990730937
1.230.8240832911.5983833331.3937570051.1468163580.989583318
1.240.8183009951.62721.4111600591.1530938610.988358784
1.250.8126360551.656251.4285714291.1593750.98705677
1.260.8070850681.6855333331.4459894351.1656608910.985676846
1.270.8016447631.715051.4634124211.1719526060.984218705
1.280.7963119941.74481.4808387561.1782511720.982682159
1.290.7910837371.7747833331.4982668331.184557580.98106713
1.30.785957081.8051.5156950671.1908727810.979373649
1.310.7809292191.835451.5331219011.1971976910.977601842
1.320.7759974541.8661333331.55054581.203533190.975751932
1.330.7711591841.897051.5679652531.2098801270.973824229
1.340.76641191.92821.5853787751.2162393180.971819125
1.350.7617531851.9595833331.6027849031.2226115490.969737093
1.360.7571807051.99121.62018221.2289975780.967578677
1.370.752692212.023051.6375692541.2353981340.965344492
1.380.7482855262.0551333331.6549446731.2418139210.963035217
1.390.7439585572.087451.6723070931.2482456170.960651592
1.40.7397092752.121.6896551721.2546938780.958194415
1.410.7355357212.1527833331.7069875931.2611593320.955664536
1.420.7314360042.18581.7243030611.2676425910.953062855
1.430.7274082922.219051.7416003071.2741442410.950390319
1.440.7234508152.2525333331.7588780821.2806648490.947647919
1.450.7195618622.286251.7761351641.2872049640.944836685
1.460.7157397742.32021.7933703521.2937651150.941957685
1.470.7119829472.3543833331.8105824691.3003458140.93901202
1.480.7082898282.38881.827770361.3069475530.936000823
1.490.7046589122.423451.8449328961.3135708110.932925257
1.50.7010887422.4583333331.8620689661.3202160490.929786512
1.510.6975779032.493451.8791774841.3268837150.926585801
1.520.6941250282.52881.8962573871.3335742380.923324357
1.530.6907287872.5643833331.9133076331.3402880380.920003437
1.540.6873878932.60021.9303272021.3470255190.916624313
1.550.6841010962.636251.9473150961.3537870710.913188272
1.560.6808671852.6725333331.964270341.3605730730.909696617
1.570.6776849822.709051.9811919781.3673838930.906150661
1.580.6745533452.74581.9980790781.3742198850.902551727
1.590.6714711652.7827833332.0149307261.3810813930.898901147
1.60.6684373652.822.0317460321.387968750.89520026
1.610.6654508972.857452.0485241241.394882280.891450411
1.620.6625107452.8951333332.0652641521.4018222950.887652948
1.630.659615922.933052.0819652861.4087890990.88380922
1.640.6567654622.97122.0986267171.4157829860.879920579
1.650.6539584363.0095833332.1152476531.4228042420.875988377
1.660.6511939343.04822.1318273251.4298531430.872013963
1.670.6484710723.087052.1483649811.4369299570.867998684
1.680.6457889893.1261333332.164859891.4440349460.863943886
1.690.6431468513.165452.1813113381.4511683620.859850906
1.70.6405438413.2052.1977186311.458330450.855721079
1.710.6379791673.2447833332.2140810941.4655214490.851555731
1.720.6354520583.28482.230398071.472741590.847356182
1.730.6329617623.325052.2466689191.4799910980.843123742
1.740.6305075463.3655333332.2628930191.4872701910.838859715
1.750.6280886983.406252.2790697671.4945790820.834565392
1.760.6257045233.44722.2951985771.5019179750.830242055
1.770.6233543433.4883833332.311278881.5092870720.825890975
1.780.6210374983.52982.3273101221.5166865670.82151341
1.790.6187533463.571452.3432917691.524116650.817110607
1.80.6165012583.6133333332.3592233011.5315775030.8126838
1.810.6142806223.655452.3751042161.5390693070.808234207
1.820.6120908433.69782.3909340261.5465922350.803763035
1.830.6099313383.7403833332.4067122611.5541464570.799271476
1.840.6078015393.78322.4224384661.5617321360.794760706
1.850.6057008923.826252.4381121991.5693494340.790231887
1.860.6036288563.8695333332.4537330371.5769985060.785686165
1.870.6015849043.913052.4693005681.5846795040.78112467
1.880.599568523.95682.4848143981.5923925760.776548517
1.890.5975792014.0007833332.5002741451.6001378650.771958803
1.90.5956164554.0452.5156794431.6079155120.767356609
1.910.5936798044.089452.5310299371.6157256540.762743
1.920.5917687774.1341333332.546325291.6235684220.758119022
1.930.5898829184.179052.5615651761.6314439470.753485706
1.940.588021784.22422.5767492811.6393523540.748844065
1.950.5861849244.2695833332.5918773081.6472937670.744195092
1.960.5843719244.31522.6069489691.6552683050.739539766
1.970.5825823624.361052.621963991.6632760850.734879047
1.980.580815834.4071333332.6369221111.671317220.730213877
1.990.5790719294.453452.6518230821.6793918230.725545179
20.5773502694.52.6666666671.68750.720873861
2.010.5756504684.5467833332.6814526391.6956418580.716200812
2.020.5739721544.59382.6961807851.7038174980.7115269
2.030.572314964.641052.7108509031.7120270230.706852981
2.040.570678534.6885333332.7254628011.7202705280.702179888
2.050.5690625154.736252.74001631.7285481110.697508439
2.060.5674665724.78422.7545112291.7368598640.692839434
2.070.5658903674.8323833332.7689474311.7452058780.688173655
2.080.5643335734.88082.7833247561.7535862430.683511866
2.090.5627958694.929452.7976430651.7620010430.678854813
2.10.5612769414.9783333332.8119022321.7704503650.674203227
2.110.5597764825.027452.8261021361.7789342910.66955782
2.120.5582941925.07682.8402426691.7874529010.664919286
2.130.5568297755.1263833332.8543237321.7960062750.660288304
2.140.5553829445.17622.8683452341.8045944890.655665534
2.150.5539534155.226252.8823070931.8132176180.651051622
2.160.5525409135.2765333332.8962092371.8218757350.646447194
2.170.5511451655.327052.9100516021.8305689140.641852863
2.180.5497659075.37782.9238341331.8392972220.637269222
2.190.5484028785.4287833332.9375567831.848060730.632696852
2.20.5470558235.482.9512195121.8568595040.628136314
2.210.5457244915.531452.964822291.8656936090.623588155
2.220.5444086395.5831333332.9783650941.874563110.619052908
2.230.5431080255.635052.9918479081.8834680680.614531088
2.240.5418224155.68723.0052707241.8924085460.610023196
2.250.5405515775.7395833333.018633541.9013846020.605529717
2.260.5392952855.79223.0319363651.9103962960.601051124
2.270.5380533185.845053.045179211.9194436840.596587871
2.280.5368254575.8981333333.0583620961.9285268220.592140402
2.290.535611495.951453.071485051.9376457650.587709143
2.30.5344112066.0053.0845481051.9468005670.583294508
2.310.5332244016.0587833333.0975513011.955991280.578896897
2.320.5320508736.11283.1104946831.9652179550.574516697
2.330.5308904246.167053.1233783051.9744806420.57015428
2.340.529742866.2215333333.1362022221.9837793910.565810005
2.350.5286079926.276253.14896651.9931142490.561484221
2.360.5274856326.33123.1616712082.0024852630.557177259
2.370.5263755976.3863833333.174316422.011892480.552889443
2.380.5252777076.44183.1869022172.0213359440.548621081
2.390.5241917856.497453.1994286832.03081570.54437247
2.40.5231176596.5533333333.2118959112.040331790.540143895
2.410.5220551586.609453.2243039942.0498842580.53593563
2.420.5210041156.66583.2366530342.0594731440.531747937
2.430.5199643666.7223833333.2489431362.0690984890.527581066
2.440.5189357496.77923.2611744082.0787603330.523435258
2.450.5179181086.836253.2733469672.0884587150.519310741
2.460.5169112856.8935333333.2854609292.0981936730.515207734
2.470.5159151296.951053.2975164182.1079652440.511126445
2.480.514929497.00883.309513562.1177734650.507067071
2.490.5139542217.0667833333.3214524872.1276183720.503029801
2.50.5129891767.1253.3333333332.13750.499014812
2.510.5120342147.183453.3451562382.1474183830.495022273
2.520.5110891967.2421333333.3569213422.1573735560.491052343
2.530.5101539837.301053.3686287922.1673655510.487105172
2.540.5092284417.36023.3802787382.1773944010.483180901
2.550.5083124397.4195833333.3918713322.1874601380.479279662
2.560.5074058447.47923.403406732.1975627930.475401579
2.570.5065085317.539053.4148850922.2077023960.471546767
2.580.5056203727.5991333333.4263065782.2178789780.467715334
2.590.5047412447.659453.4376713562.2280925680.463907379
2.60.5038710267.723.4489795922.2383431950.460122992
2.610.5030095977.7807833333.4602314582.2486308870.456362258
2.620.5021568427.84183.4714271272.2589556730.452625253
2.630.5013126437.903053.4825667752.2693175780.448912046
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2.660.4988302638.08823.5156513962.3006262820.437915798
2.670.4980191758.1503833333.5265687742.3111369310.434298335
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2.720.4940817888.46483.5803329462.3642493940.416572118
2.730.4933172128.5283833333.5909225962.3749838950.413099217
2.740.4925600428.59223.6014583132.3857557830.409650443
2.750.4918101838.656253.6119402992.3965650830.406225793
2.760.4910675428.7205333333.6223687552.4074118140.402825255
2.770.4903320268.785053.6327438872.4182959970.399448816
2.780.4896035468.84983.64306592.4292176540.396096455
2.790.4888820128.9147833333.6533350022.4401768050.392768148
2.80.4881673388.983.6635514022.4511734690.389463866
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2.880.4826868239.5101333333.7434107592.5404995460.363889631
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2.90.4813795629.6453.7628635352.5632074910.357733045
2.910.4807349439.7127833333.7725143122.5746180220.354689951
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2.970.47698887210.124383333.8293743532.6438740120.336919335
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2.990.47578487710.263453.8479350942.6672617260.331179659
30.47519096310.333333333.8571428572.6790123460.328343888
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