Structure

This commit is contained in:
2024-09-27 09:35:53 +02:00
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"ALT"; "FF PER ENGINE"; ; "IAS" ; "MACH"
43000; 1526, 1620, 1732, 1878, 2080 ; 232 ; 0.82
41000; 1561, 1638, 1726, 1826, 1950, 2109, 2329 ; 243 ; 0.82
39000; 1615, 1681, 1754, 1836, 1928, 2034, 2164, 2328, 2550 ; 255 ; 0.82
37000; 1682, 1742, 1806, 1875, 1952, 2036, 2131, 2238, 2369, 2530, 2739 ; 267 ; 0.82
35000; 1774, 1828, 1886, 1949, 2015, 2086, 2165, 2251, 2346, 2452, 2580, 2734, 2924 ; 279 ; 0.82
33000; 1892, 1941, 1994, 2051, 2111, 2176, 2243, 2317, 2397, 2483, 2578, 2683, 2805, 2965, 3203 ; 292 ; 0.82
31000; 2026, 2070, 2118, 2170, 2225, 2283, 2346, 2411, 2480, 2554, 2635, 2721, 2814, 2926, 3079, 3268; 306 ; 0.82
29000; 2182, 2223, 2267, 2313, 2363, 2417, 2474, 2534, 2598, 2664, 2734, 2808, 2887, 2979, 3096, 3227; 319 ; 0.82
27000; 2354, 2392, 2433, 2476, 2522, 2570, 2623, 2678, 2736, 2797, 2862, 2928, 2998, 3077, 3173, 3280; 333 ; 0.82
25000; 2549, 2585, 2623, 2663, 2705, 2750, 2797, 2847, 2900, 2956, 3015, 3077, 3142, 3212, 3294, 3385; 347 ; 0.82
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"ALT"; "FF PER ENGINE"; ; "IAS" ; "MACH"
43000; 1555, 1648, 1760, 1905, 2104 ; 235 ; 0.83
41000; 1593, 1670, 1757, 1857, 1981, 2139, 2356 ; 247 ; 0.83
39000; 1650, 1716, 1789, 1871, 1963, 2068, 2198, 2360, 2579 ; 258 ; 0.83
37000; 1721, 1781, 1844, 1914, 1990, 2074, 2168, 2275, 2406, 2565, 2771 ; 271 ; 0.83
35000; 1817, 1871, 1930, 1992, 2057, 2129, 2207, 2293, 2387, 2493, 2621, 2773, 2961 ; 283 ; 0.83
33000; 1939, 1989, 2042, 2099, 2159, 2223, 2291, 2364, 2443, 2530, 2624, 2728, 2850, 3010, 3250 ; 296 ; 0.83
31000; 2079, 2122, 2171, 2223, 2278, 2336, 2399, 2463, 2533, 2606, 2686, 2772, 2865, 2977, 3134, 3326; 310 ; 0.83
29000; 2240, 2281, 2325, 2371, 2422, 2476, 2533, 2593, 2656, 2722, 2791, 2865, 2945, 3037, 3156, 3291; 323 ; 0.83
27000; 2418, 2457, 2497, 2541, 2586, 2635, 2688, 2743, 2801, 2862, 2926, 2992, 3062, 3141, 3240, 3350; 337 ; 0.83
25000; 2621, 2656, 2694, 2734, 2776, 2821, 2867, 2918, 2972, 3028, 3087, 3148, 3213, 3283, 3368, 3460; 351 ; 0.83
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"ALT"; "FF PER ENGINE"; ; "IAS" ; "MACH"
43000; 1596, 1691, 1806, 1956, 2161 ; 239 ; 0.84
41000; 1635, 1714, 1803, 1906, 2033, 2195 ; 250 ; 0.84
39000; 1694, 1762, 1837, 1920, 2014, 2122, 2256, 2422 ; 262 ; 0.84
37000; 1769, 1829, 1894, 1965, 2043, 2129, 2224, 2335, 2469, 2633 ; 274 ; 0.84
35000; 1869, 1924, 1983, 2045, 2113, 2186, 2265, 2353, 2449, 2559, 2691, 2847, 3041 ; 287 ; 0.84
33000; 1995, 2046, 2099, 2157, 2218, 2283, 2352, 2427, 2508, 2596, 2693, 2800, 2926, 3091, 3342 ; 300 ; 0.84
31000; 2138, 2184, 2233, 2286, 2342, 2402, 2464, 2530, 2601, 2677, 2758, 2846, 2941, 3056, 3222, 3423; 314 ; 0.84
29000; 2306, 2347, 2392, 2440, 2492, 2546, 2604, 2665, 2729, 2795, 2867, 2942, 3024, 3118, 3244, 3385; 328 ; 0.84
27000; 2491, 2529, 2570, 2614, 2661, 2711, 2765, 2821, 2880, 2942, 3006, 3073, 3145, 3226, 3331, 3447; 342 ; 0.84
25000; 2700, 2736, 2774, 2814, 2857, 2902, 2951, 3003, 3057, 3114, 3174, 3237, 3301, 3373, 3463, 3560; 356 ; 0.84
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import math"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Data form AC"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"mmo = 0.87\n",
"weight = 244.25\n",
"alt = 310\n",
"ci = 200"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Get reference data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"310 310 310 0.0\n",
"240 244.25 250 0.425\n"
]
}
],
"source": [
"alts = [250, 270, 290, 310, 330, 350, 370, 390, 410, 430]\n",
"weights = [140, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240, 250, 260, 270, 280, 290]\n",
"\n",
"lowerAlt = [_alt for _alt in alts if _alt <= alt][-1]\n",
"upperAlt = [_alt for _alt in alts if _alt >= alt][0]\n",
"ratioAlt = (alt - lowerAlt) / 20.0\n",
"print(lowerAlt, alt, upperAlt, ratioAlt)\n",
"\n",
"lowerWeight = [_weight for _weight in weights if _weight <= weight][-1]\n",
"upperWeight = [_weight for _weight in weights if _weight >= weight][0]\n",
"ratioWeight = (weight - lowerWeight) / 10.0\n",
"print(lowerWeight, weight, upperWeight, ratioWeight)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Using Curves directly"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"matrix = {}\n",
"file = open(f\"curve_params_{mmo}.data\", 'r')\n",
"lines = file.readlines()\n",
"file.close()\n",
"\n",
"for i in range(0, len(lines)):\n",
" line = lines[i].split(\";\")\n",
" for j in range(0, len(weights)):\n",
" try:\n",
" matrix[alts[i]][weights[j]] = line[j].strip().split(\",\")\n",
" except KeyError:\n",
" matrix[alts[i]] = {}\n",
" matrix[alts[i]][weights[j]] = line[j].strip().split(\",\")\n",
" except IndexError:\n",
" pass"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.831 0.833 0.831 0.833\n",
"0.832 0.832 0.832\n"
]
}
],
"source": [
"def func_root(a, b, c, CI):\n",
" return float(a) * math.sqrt(CI) + float(b) * CI + float(c)\n",
"\n",
"lowerAltLowerWeightMach = round(func_root(*matrix[lowerAlt][lowerWeight], ci), 3)\n",
"lowerAltUpperWeightMach = round(func_root(*matrix[lowerAlt][upperWeight], ci), 3)\n",
"upperAltLowerWeightMach = round(func_root(*matrix[upperAlt][lowerWeight], ci), 3)\n",
"upperAltUpperWeightMach = round(func_root(*matrix[upperAlt][upperWeight], ci), 3)\n",
"print(lowerAltLowerWeightMach, lowerAltUpperWeightMach, upperAltLowerWeightMach, upperAltUpperWeightMach)\n",
"\n",
"ratioedLowerAltMach = round(lowerAltLowerWeightMach + (lowerAltUpperWeightMach - lowerAltLowerWeightMach) * ratioWeight, 3)\n",
"ratioedUpperAltMach = round(upperAltLowerWeightMach + (upperAltUpperWeightMach - upperAltLowerWeightMach) * ratioWeight, 3)\n",
"ratioedMach = round(ratioedLowerAltMach + (ratioedUpperAltMach - ratioedLowerAltMach) * ratioAlt, 3)\n",
"print(ratioedLowerAltMach, ratioedUpperAltMach, ratioedMach)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Using LUTs"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"lowerAltMatrix = {}\n",
"upperAltMatrix = {}\n",
"\n",
"file = open(f\"ci2mach_{lowerAlt}_{mmo}.data\")\n",
"lines = file.readlines()\n",
"\n",
"for i in range(0, len(lines)):\n",
" line = lines[i].strip().split(\",\")\n",
" lowerAltMatrix[weights[i]] = line\n",
"\n",
"file = open(f\"ci2mach_{upperAlt}_{mmo}.data\")\n",
"lines = file.readlines()\n",
"\n",
"for i in range(0, len(lines)):\n",
" line = lines[i].strip().split(\",\")\n",
" upperAltMatrix[weights[i]] = line"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.831 0.833 0.831 0.833\n",
"0.832 0.832 0.832\n"
]
}
],
"source": [
"lowerAltLowerWeightMach = float(lowerAltMatrix[lowerWeight][ci])\n",
"lowerAltUpperWeightMach = float(lowerAltMatrix[upperWeight][ci])\n",
"upperAltLowerWeightMach = float(upperAltMatrix[lowerWeight][ci])\n",
"upperAltUpperWeightMach = float(upperAltMatrix[upperWeight][ci])\n",
"print(lowerAltLowerWeightMach, lowerAltUpperWeightMach, upperAltLowerWeightMach, upperAltUpperWeightMach)\n",
"\n",
"ratioedLowerAltMach = round(lowerAltLowerWeightMach + (lowerAltUpperWeightMach - lowerAltLowerWeightMach) * ratioWeight, 3)\n",
"ratioedUpperAltMach = round(upperAltLowerWeightMach + (upperAltUpperWeightMach - upperAltLowerWeightMach) * ratioWeight, 3)\n",
"ratioedMach = round(ratioedLowerAltMach + (ratioedUpperAltMach - ratioedLowerAltMach) * ratioAlt, 3)\n",
"print(ratioedLowerAltMach, ratioedUpperAltMach, ratioedMach)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.11.9"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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# Format for CRZ PERF tables
Columns delimited with `;`
First column is altitude
Second column is FF per engine in kg/hr
- Column contains values for weights ranging from 140t to 290t in 10t increments
- Delimited with `,`
Third column is IAS
- If single value, apply to all weights
- If multiple values, apply to respective weights (delimited with `,`)
Fourth column is MACH
- If single value, apply to all weights
- If multiple values, apply to respective weights (delimited with `,`)
# Format for ECON tables
2d matrix of mach values
Columns delimited with `,` \
One file per altitude and MMO combination
First index is weight (equates to the lines in the file)
- Must be of 140, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240, 250, 260, 270, 280, or 290
Second index is CI (equates to the columns in a line)
- Must be in range $[0, 999]$
# Format for raw curve tables
2d matrix of curve parameters
Columns delimited with `;` \
Parameters delimited with `,`, ordered $a, b, c$
First index is altitude (equates to lines in the file)
- Must be of 250, 270, 290, 310, 330, 350, 370, 390, 410, or 430
Second index is weight (equates to the columns in a line)
- Must be of 140, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240, 250, 260, 270, 280, or 290
#### Usage of function
$$
f(x) = a \cdot \sqrt x + b \cdot x + c
$$
Extract parameters $a,b,c$ from the table \
$x$ is the CI and must be in range $[0,999]$ \
$f(x)$ is the mach number for the given altitude, weight, CI, and MMO
# Conversion of weight to index
$$f(x) = \frac{x - 140}{10}$$
$x$ is weight (see range restrictions where applicable)\
$f(x)$ is the resulting index for the LUTs
# Conversion of altitude to index
$$f(x) = \frac{x - 250}{20}$$
$x$ is altitude (see range restrictions where applicable)\
$f(x)$ is the resulting index for the LUTs
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"ALT"; "FF PER ENGINE"; ; "IAS" ; "MACH"
43000; 1563, 1664, 1781, 1935, 2142 ; 236, 237, 237, 238, 238 ; .832, .834, .835, .837, .837
41000; 1593, 1676, 1771, 1877, 2007, 2173, 2400 ; 247, 247, 248, 248, 249, 249, 249 ; .830, .832, .833, .835, .836, .837, .838
39000; 1638, 1716, 1792, 1881, 1981, 2091, 2229, 2399 ; 257, 258, 259, 259, 260, 260, 260, 261 ; .827, .830, .831, .832, .834, .835, .836, .837
37000; 1665, 1758, 1839, 1914, 1996, 2088, 2189, 2301, 2439, 2606, 2822 ; 265, 269, 270, 271, 271, 272, 272, 272, 273, 273, 273 ; .814, .824, .829, .830, .831, .833, .834, .835, .836, .837, .837
35000; 1665, 1791, 1894, 1978, 2056, 2130, 2215, 2308, 2410, 2521, 2656, 2817, 3012 ; 265, 275, 280, 282, 283, 283, 284, 284, 285, 285, 285, 286, 286 ; .782, .809, .822, .827, .830, .830, .832, .833, .834, .835, .836, .837, .837
33000; 1638, 1788, 1921, 2033, 2128, 2211, 2290, 2365, 2453, 2546, 2648, 2758, 2885, 3056, 3306 ; 260, 273, 284, 290, 294, 295, 296, 296, 297, 297, 298, 298, 298, 299, 299 ; .737, .771, .798, .815, .824, .828, .830, .830, .832, .833, .834, .835, .835, .836, .837
31000; 1621, 1756, 1902, 2045, 2177, 2281, 2370, 2453, 2532, 2608, 2696, 2789, 2890, 3009, 3172, 3376; 257, 268, 280, 291, 300, 305, 308, 309, 310, 310, 310, 311, 311, 312, 312, 312; .700, .727, .757, .785, .808, .819, .825, .828, .830, .830, .831, .833, .834, .835, .835, .836
29000; 1609, 1744, 1880, 2021, 2174, 2310, 2433, 2542, 2627, 2710, 2791, 2867, 2953, 3053, 3181, 3325; 255, 265, 275, 286, 298, 308, 315, 320, 321, 323, 323, 323, 324, 324, 325, 325; .668, .692, .716, .742, .770, .793, .811, .821, .825, .828, .830, .830, .831, .832, .833, .834
27000; 1603, 1732, 1866, 2003, 2142, 2289, 2442, 2577, 2697, 2806, 2893, 2977, 3060, 3142, 3246, 3365; 254, 264, 273, 283, 292, 303, 314, 323, 329, 333, 335, 336, 337, 337, 338, 338; .639, .661, .683, .705, .727, .752, .778, .798, .812, .821, .825, .828, .830, .830, .831, .832
25000; 1610, 1731, 1860, 1994, 2131, 2270, 2409, 2563, 2714, 2851, 2971, 3081, 3171, 3262, 3360, 3460; 255, 263, 272, 281, 290, 299, 308, 319, 329, 337, 343, 347, 349, 350, 351, 351; .615, .633, .653, .674, .694, .714, .734, .758, .781, .799, .812, .821, .824, .827, .829, .830
23000; 1623, 1743, 1864, 1993, 2125, 2263, 2403, 2543, 2687, 2843, 2995, 3133, 3258, 3371, 3480, 3584; 255, 263, 271, 280, 288, 297, 305, 314, 323, 333, 343, 351, 356, 360, 363, 364; .592, .610, .627, .645, .663, .682, .701, .719, .739, .761, -781, .798, .810, .819, .823, .826
21000; 1634, 1756, 1878, 1999, 2124, 2256, 2392, 2532, 2673, 2814, 2960, 3118, 3273, 3413, 3501, 3572; 256, 264, 272, 279, 287, 295, 303, 311, 320, 328, 336, 346, 355, 363, 365, 365; .570, .587, .605, .620, .637, .653, .670, .688, .705, .722, .740, .760, .779, .794, .798, .798
19000; 1651, 1769, 1890, 2015, 2135, 2259, 2389, 2523, 2661, 2803, 2944, 3087, 3233, 3393, 3530, 3596; 256, 264, 272, 280, 287, 294, 302, 310, 317, 325, 333, 341, 349, 358, 365, 365; .550, .566, .582, .599, .613, .628, .643, .659, .674, .690, .706, .722, .738, .756, .770, .770
17000; 1675, 1788, 1905, 2027, 2151, 2275, 2397, 2523, 2657, 2792, 2932, 3074, 3217, 3362, 3511, 3625; 258, 265, 273, 280, 288, 295, 302, 309, 316, 323, 331, 338, 346, 353, 361, 365; .532, .547, .561, .577, .592, .606, .619, .633, .647, .661, .676, .690, .705, .719, .734, .742
15000; 1705, 1814, 1928, 2045, 2166, 2290, 2417, 2539, 2664, 2793, 2927, 3064, 3205, 3349, 3498, 3647; 260, 267, 274, 281, 288, 296, 303, 309, 316, 322, 329, 336, 343, 351, 358, 365; .515, .529, .543, .557, .571, .585, .599, .611, .623, .636, .649, .662, .675, .689, .702, .716
13000; 1736, 1842, 1952, 2066, 2182, 2302, 2426, 2552, 2679, 2802, 2928, 3059, 3195, 3334, 3479, 3628; 262, 269, 275, 282, 289, 296, 303, 310, 317, 323, 329, 335, 342, 349, 355, 362; .501, .513, .526, .539, .551, .564, .577, .590, .602, .614, .625, .637, .649, .661, .673, .686
11000; 1762, 1875, 1982, 2092, 2205, 2321, 2440, 2563, 2689, 2817, 2943, 3068, 3195, 3328, 3469, 3612; 263, 271, 278, 284, 291, 297, 304, 310, 317, 324, 330, 336, 342, 348, 354, 360; .485, .499, .511, .522, .534, .546, .557, .569, .581, .593, .605, .615, .625, .636, .647, .659
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0.0022697457527856334,0.00024450473866359095,0.534;0.002935592494869259,0.00020742226400776077,0.55;0.0034479793683464747,0.00017119104072509008,0.57;0.003985985585497542,0.00013314825627828606,0.591;0.004396023180997657,9.915421984632953e-05,0.612;0.0047037114985207205,6.739737026508588e-05,0.634;0.00470435198211257,4.23520812359824e-05,0.659;0.00409102489456037,2.5720855505338552e-05,0.695;0.0032473799073801488,1.537556464025551e-05,0.732;0.0024803367577847717,9.61370589441316e-06,0.762;0.0019945940017283836,3.9609055663847365e-06,0.783;0.0016110724269306513,1.0799761934649412e-06,0.798;0.0016879304579522736,-4.354707298936965e-06,0.801;0.0015600899330197025,-5.315017089910375e-06,0.806;0.0014066300644132834,-4.4637657167507e-06,0.81;0.0013299001301100672,-4.038140030170678e-06,0.812
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