Class_Work/NUCE_2100/.ipynb_checkpoints/HW9-checkpoint.ipynb
2024-11-20 16:10:07 -05:00

749 lines
389 KiB
Plaintext

{
"cells": [
{
"cell_type": "markdown",
"id": "8f706b26-b1a0-4b76-ab48-61f31807a87d",
"metadata": {},
"source": [
"Homework 9 - NUCE 2100\n",
"\n",
"**Dane Sabo**\n",
"\n",
"*November 19th, 2024*"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "bc379333-d776-48b6-b3ff-03c2960d20e5",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import sympy as sm\n",
"\n",
"def answer_print(question,string):\n",
" print('\\n=========FINAL ANSWER=========')\n",
" print(question+':')\n",
" print(string)\n",
" print('=========FINAL ANSWER=========\\n')"
]
},
{
"attachments": {
"5343f1e9-0aa4-4410-bad6-8b774c055899.png": {
"image/png": "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"
}
},
"cell_type": "markdown",
"id": "33a6836e-6019-43da-a06a-a03c645f17bc",
"metadata": {},
"source": [
"![image.png](attachment:5343f1e9-0aa4-4410-bad6-8b774c055899.png)\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "3aec147b-37b2-4938-9f33-db77c6836747",
"metadata": {},
"outputs": [],
"source": [
"N_rods = 204\n",
"N_thimbles = 21\n",
"\n",
"rho_value = 44.81 #lbm/ft^3\n",
"C_p = 1.322 #BTU/lbm/F\n",
"k = 0.3188 #BTU/hr/ft/F\n",
"mu = 0.2188 #lbm/ft/hr\n",
"mu = mu/60/60 #lbm/ft/s\n",
"\n",
"d_fuel = 0.422 #in\n",
"pitch_rod = 0.563 #in\n",
"d_guide = 0.533 #in\n",
"pitch_assy = 8.446 #in\n",
"\n",
"P_i = 2250 #psia\n",
"T_bulk = 580 #F\n",
"G = 2.5e6 #lbm/hr/ft^2 rodded region\n",
"G = G/60/60 #lbm/s/ft^2\n",
"\n",
"l_rod = 12 #ft\n",
"l_nozzle = 6 #in\n",
"epsilon_egg = 0.24\n",
"epsilon_mix_grid = 0.23\n",
"epsilon_mix_vane = 0.3\n",
"\n",
"k_inlet = 2.5\n",
"k_exit = 2.0\n",
"epsilon_nozzle = 0.6\n",
"#smooth tube\n",
"c_v = 6.5\n",
"#Yao et al model\n",
"\n",
"g_c_value = 32.174 #lbm-ft/(lbf-s^2)\n",
"g_value = 32.174 #ft/s^2"
]
},
{
"cell_type": "markdown",
"id": "84762061-373c-400d-ac32-654fb281eeaa",
"metadata": {},
"source": [
"The general form of the pressure drop equation for incompressible flow with no shaft work is:\n",
"\n",
"$$ \\frac{V_f^2 - V_i^2}{2 g_c} + \\frac{g}{g_c}(z_f - z_i) + \\frac{P_f - P_i}{\\rho} + w_\\text{loss} = 0 $$\n",
"\n",
"We can find the pressure drop for the whole system by breaking it up into chunks. The first chunk is the inlet nozzle:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "27fe2439-e64e-48e7-a62b-62db8e37f4ca",
"metadata": {},
"outputs": [],
"source": [
"V_1, V_2, g_c, g, z_1, z_2, P_2, P_1, rho, w_loss = sm.symbols('V_1, V_2, g_c, g, z_1, z_2, P_2, P_1, rho, w_loss')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "9acf4d43-b27d-4019-9b13-b0e3539518bf",
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$\\displaystyle 0 = \\frac{g \\left(- z_{1} + z_{2}\\right)}{g_{c}} + w_{loss} + \\frac{- P_{1} + P_{2}}{\\rho} + \\frac{- \\frac{V_{1}^{2}}{2} + \\frac{V_{2}^{2}}{2}}{g_{c}}$"
],
"text/plain": [
"Eq(0, g*(-z_1 + z_2)/g_c + w_loss + (-P_1 + P_2)/rho + (-V_1**2/2 + V_2**2/2)/g_c)"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"P12 = sm.Eq(0, (V_2**2 - V_1**2)/2/g_c + g/g_c*(z_2 - z_1) + (P_2 - P_1)/rho + w_loss)\n",
"P12"
]
},
{
"cell_type": "markdown",
"id": "4808c364-1f64-4333-9ead-d2e8958af1e5",
"metadata": {},
"source": [
"But what are the losses in the nozzle?\n",
"- We're given k\n",
"- Need to find friction factor"
]
},
{
"cell_type": "markdown",
"id": "fdf1982f-b471-4286-8faf-63eb9d4157ab",
"metadata": {},
"source": [
"We need to know the velocity of the fluid at the inlet. We know the velocity in the rodded section, and thus can go backwards with the mass flux to find the velocity at the inlet."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "06dd7077-b3a9-479b-a3fb-81b82cf7f4a0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Rodded Hydraulic Diameter: 2.750e-01 ft\n",
"Nozzle Hydraulic Diameter: 1.014e+01 ft\n",
"Nozzle Mass Flux: 5.112e-01 lbm/(s-ft^2)\n"
]
}
],
"source": [
"D_rodded = 4*((pitch_assy*2)**2 - N_rods*np.pi*d_fuel**2/4 - N_thimbles*np.pi*d_guide**2/4)/(N_rods*np.pi*d_fuel + N_thimbles*np.pi*d_guide)/12 #ft\n",
"print(f'Rodded Hydraulic Diameter: {D_rodded:.3e} ft')\n",
"D_nozzle = epsilon_nozzle*4*pitch_assy**2/2/pitch_assy\n",
"print(f'Nozzle Hydraulic Diameter: {D_nozzle:.3e} ft')\n",
"G_nozzle = G*(np.pi*D_rodded**2/4)/(np.pi*D_nozzle**2/4)\n",
"print(f'Nozzle Mass Flux: {G_nozzle:.3e} lbm/(s-ft^2)')"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "7abbca89-f46b-407d-9e47-d8c4ceb1de83",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Reynolds Number in Nozzle: 8.525e+04\n"
]
}
],
"source": [
"Re_nozzle = G_nozzle*D_nozzle/mu\n",
"print(f'Reynolds Number in Nozzle: {Re_nozzle:.3e}')"
]
},
{
"cell_type": "markdown",
"id": "fa4eb242-b913-4cb2-a213-99be39a3997f",
"metadata": {},
"source": [
"Now we can apply Blasius Friction Factor Formula:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "2fe8daf0-d0c3-47ef-996d-9178ddc29902",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Moody Friction Factor (Nozzle): 1.849e-02\n"
]
}
],
"source": [
"f_m = 0.316*Re_nozzle**(-0.25)\n",
"print(f'Moody Friction Factor (Nozzle): {f_m:.3e}')"
]
},
{
"cell_type": "markdown",
"id": "dd28972d-574b-4d1c-919a-235f0a0486c6",
"metadata": {},
"source": [
"And find the lost work from the inlet nozzle."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "35e3e19b-2bc0-4f59-9452-9b78506eab7d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Lost work is 5.058e-06 (lbf-ft/lbm)\n"
]
}
],
"source": [
"w_loss_12 = f_m*(0.5)/D_nozzle*(G_nozzle/rho_value)**2/2/g_c_value + k_inlet*(G_nozzle/rho_value)**2/2/g_c_value #lbf-ft/lbm\n",
"print(f'Lost work is {w_loss_12:.3e} (lbf-ft/lbm)')"
]
},
{
"cell_type": "markdown",
"id": "029b2ab0-59af-41fb-a97a-704f4dfccd8b",
"metadata": {},
"source": [
"And now we can find the pressure loss of the whole inlet nozzle:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "134f9720-57e3-4038-87bc-c427fe27eafc",
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$\\displaystyle - P_{1} + P_{2} = \\frac{\\rho \\left(V_{1}^{2} - V_{2}^{2} + 2 g z_{1} - 2 g z_{2} - 2 g_{c} w_{loss}\\right)}{2 g_{c}}$"
],
"text/plain": [
"Eq(-P_1 + P_2, rho*(V_1**2 - V_2**2 + 2*g*z_1 - 2*g*z_2 - 2*g_c*w_loss)/(2*g_c))"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sm.Eq(P_2-P_1,sm.solve(P12,P_2-P_1)[0])"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "7cf0e686-49d3-4c65-a637-4c5244274c22",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The pressure drop from the inlet is -1.317e+00 psia\n"
]
}
],
"source": [
"delta_P_inlet = rho_value*((G_nozzle/rho_value)**2 - (G/rho_value)**2 + 2*g_value*(-0.5) - 2*g_c_value*w_loss_12) \\\n",
" /2/g_c_value #lb/ft^2\n",
"\n",
"lb_ft2_to_psi = 1/12/12\n",
"\n",
"print(f'The pressure drop from the inlet is {delta_P_inlet*lb_ft2_to_psi:.3e} psia')\n"
]
},
{
"cell_type": "markdown",
"id": "9e73546e-da52-43a5-b762-bda83a92da62",
"metadata": {},
"source": [
"Now we can find the pressure drop from the spacers:\n"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "f27293d3-f93a-43e9-81ed-e89510c7e15d",
"metadata": {},
"outputs": [],
"source": [
"V_2, V_3, g_c, g, z_2, z_3, P_3, P_2, rho, w_loss = sm.symbols('V_2, V_3, g_c, g, z_2, z_3, P_3, P_2, rho, w_loss_23')"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "48a692db-07f3-47cc-a678-143c36d5ba53",
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$\\displaystyle 0 = \\frac{g \\left(- z_{2} + z_{3}\\right)}{g_{c}} + w_{loss 23} + \\frac{- P_{2} + P_{3}}{\\rho} + \\frac{- \\frac{V_{2}^{2}}{2} + \\frac{V_{3}^{2}}{2}}{g_{c}}$"
],
"text/plain": [
"Eq(0, g*(-z_2 + z_3)/g_c + w_loss_23 + (-P_2 + P_3)/rho + (-V_2**2/2 + V_3**2/2)/g_c)"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"P23 = sm.Eq(0, (V_3**2 - V_2**2)/2/g_c + g/g_c*(z_3 - z_2) + (P_3 - P_2)/rho + w_loss)\n",
"P23"
]
},
{
"cell_type": "markdown",
"id": "f89bdf25-e3db-4f53-b183-96fc7b1c80c8",
"metadata": {},
"source": [
"But we know the velocity is just about constant at points 2 and 3:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "2597141b-2f11-4590-95ff-6e6067f2290a",
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$\\displaystyle 0 = \\frac{g \\left(- z_{2} + z_{3}\\right)}{g_{c}} + w_{loss 23} + \\frac{- P_{2} + P_{3}}{\\rho}$"
],
"text/plain": [
"Eq(0, g*(-z_2 + z_3)/g_c + w_loss_23 + (-P_2 + P_3)/rho)"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"P23 = P23.subs({V_2: V_3})\n",
"P23"
]
},
{
"cell_type": "markdown",
"id": "49253657-a0e7-42e2-8f97-7ade8a1a463d",
"metadata": {},
"source": [
"We know all of these terms except for the loss. In this section, there are friction losses from the rods, and form losses from the spacer grids."
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "c84ab700-ddf0-459b-b4e1-32feda6a917a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Reynolds Nmber in rodded area: 3.142e+06\n",
"Moody Friction Factor (Rodded): 9.500e-03\n",
"Loss in rodded section from friction: 1.547e+00 (lbf-ft/lbm)\n",
"Loss in rodded section from form: 6.116e+01 (lbf-ft/lbm)\n"
]
}
],
"source": [
"#Friction Losses\n",
"Re_rodded = G*D_rodded/mu\n",
"print(f'Reynolds Nmber in rodded area: {Re_rodded:.3e}')\n",
"\n",
"#Friction Factor Taken From Chart (Smooth Pipe)\n",
"f_m = 0.0095\n",
"print(f'Moody Friction Factor (Rodded): {f_m:.3e}')\n",
"\n",
"friction_loss = f_m*(12)/D_rodded*(G/rho_value)**2/2/g_c_value\n",
"print(f'Loss in rodded section from friction: {friction_loss:.3e} (lbf-ft/lbm)')\n",
"\n",
"#Finding Form Losses\n",
"#Find K for egg-crate style\n",
"k_egg = 1.4*c_v*(epsilon_egg+0)**2\n",
"\n",
"#Find K for mixing-vane style\n",
"k_mix = 1.4*c_v*(epsilon_mix_grid + epsilon_mix_vane)**2\n",
"\n",
"#Calculate form losses\n",
"form_loss = (2*k_egg + 6*k_mix)*(G/rho_value)**2/2/g_c_value\n",
"print(f'Loss in rodded section from form: {form_loss:.3e} (lbf-ft/lbm)')"
]
},
{
"cell_type": "markdown",
"id": "715fb35e-e211-4e42-9f91-5148d63d5380",
"metadata": {},
"source": [
"Now we can calculate the pressure drop in the rodded section:"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "ac4de5cf-7fde-4cb5-abba-6c2102221f2f",
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$\\displaystyle - P_{2} + P_{3} = \\frac{\\rho \\left(g z_{2} - g z_{3} - g_{c} w_{loss 23}\\right)}{g_{c}}$"
],
"text/plain": [
"Eq(-P_2 + P_3, rho*(g*z_2 - g*z_3 - g_c*w_loss_23)/g_c)"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sm.Eq(P_3-P_2, sm.solve(P23,P_3-P_2)[0])"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "033a4399-abff-474e-9558-17e0ec43ff5e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The pressure drop in the rodded section is -2.325e+01 psia\n"
]
}
],
"source": [
"delta_p_rodded = rho_value*(g_value*(-12))/g_c_value - rho_value*(form_loss+friction_loss) #lb/ft^2\n",
"print(f'The pressure drop in the rodded section is {delta_p_rodded*lb_ft2_to_psi:.3e} psia')"
]
},
{
"cell_type": "markdown",
"id": "7548d77c-3f3a-4895-85f2-4b89cbf82e83",
"metadata": {},
"source": [
"And now we find the pressure drop in the outlet nozzle:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "1d8fa9b6-ce56-43c6-be42-12f487c3942c",
"metadata": {},
"outputs": [],
"source": [
"V_3, V_4, g_c, g, z_3, z_4, P_3, P_4, rho, w_loss = sm.symbols('V_3, V_4, g_c, g, z_3, z_4, P_4, P_3, rho, w_loss')"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "4a81f970-a5cf-4646-8745-b0aae22bb685",
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$\\displaystyle 0 = \\frac{g \\left(- z_{3} + z_{4}\\right)}{g_{c}} + w_{loss} + \\frac{P_{3} - P_{4}}{\\rho} + \\frac{- \\frac{V_{3}^{2}}{2} + \\frac{V_{4}^{2}}{2}}{g_{c}}$"
],
"text/plain": [
"Eq(0, g*(-z_3 + z_4)/g_c + w_loss + (P_3 - P_4)/rho + (-V_3**2/2 + V_4**2/2)/g_c)"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"P34 = sm.Eq(0, (V_4**2 - V_3**2)/2/g_c + g/g_c*(z_4 - z_3) + (P_4 - P_3)/rho + w_loss)\n",
"P34"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "a057320a-e37e-4afa-9069-389ed0377bb8",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Moody Friction Factor (Nozzle): 1.849e-02\n"
]
}
],
"source": [
"f_m = 0.316*Re_nozzle**(-0.25)\n",
"print(f'Moody Friction Factor (Nozzle): {f_m:.3e}')"
]
},
{
"cell_type": "markdown",
"id": "44f14409-0134-48ea-a361-77ae52241599",
"metadata": {},
"source": [
"The outlet nozzle has very similar lost work as the inlet nozzle, except for a form factor difference:"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "1a926053-b6d4-4267-bf80-b2c7c6f8877c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Lost work is 4.047e-06 (lbf-ft/lbm)\n"
]
}
],
"source": [
"w_loss_34 = f_m*(0.5)/D_nozzle*(G_nozzle/rho_value)**2/2/g_c_value + k_exit*(G_nozzle/rho_value)**2/2/g_c_value #lbf-ft/lbm\n",
"print(f'Lost work is {w_loss_34:.3e} (lbf-ft/lbm)')"
]
},
{
"cell_type": "markdown",
"id": "08e477a6-460f-432a-ae65-7e4036b7ac70",
"metadata": {},
"source": [
"And now we can find the pressure loss of the whole inlet nozzle:"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "85611fe7-0749-4090-a532-cd1eba07a715",
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$\\displaystyle P_{3} - P_{4} = \\frac{\\rho \\left(V_{3}^{2} - V_{4}^{2} + 2 g z_{3} - 2 g z_{4} - 2 g_{c} w_{loss}\\right)}{2 g_{c}}$"
],
"text/plain": [
"Eq(P_3 - P_4, rho*(V_3**2 - V_4**2 + 2*g*z_3 - 2*g*z_4 - 2*g_c*w_loss)/(2*g_c))"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sm.Eq(P_4-P_3,sm.solve(P34,P_4-P_3)[0])"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "4a3b7a81-1644-4f5b-bd3b-b4dd77a6ae00",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The pressure drop from the outlet is 1.006e+00 psia\n"
]
}
],
"source": [
"delta_P_outlet = rho_value*((G/rho_value)**2 - (G_nozzle/rho_value)**2 + 2*g_value*(-0.5) - 2*g_c_value*w_loss_34) \\\n",
" /2/g_c_value #lb/ft^2\n",
"print(f'The pressure drop from the outlet is {delta_P_outlet*lb_ft2_to_psi:.3e} psia')"
]
},
{
"cell_type": "markdown",
"id": "f16b4f27-acb0-40e9-868a-be7c19c33d93",
"metadata": {},
"source": [
"We add these pressure changes together to get the total pressure drop across the reactor:"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "1145f10a-cffc-4453-9beb-6cbc43335427",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"=========FINAL ANSWER=========\n",
"Problem 1::\n",
"The total pressure change from point 1 to 4 is -2.356e+01 psia\n",
"=========FINAL ANSWER=========\n",
"\n"
]
}
],
"source": [
"Delta_P = delta_P_inlet + delta_p_rodded + delta_P_outlet #lb/ft^2\n",
"answer_print('Problem 1:',f'The total pressure change from point 1 to 4 is {Delta_P*lb_ft2_to_psi:.3e} psia')"
]
},
{
"attachments": {
"3ca55df4-a8fd-4c4c-8631-0e07c941607b.png": {
"image/png": "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"
}
},
"cell_type": "markdown",
"id": "5c277c94-37a7-4a0b-9a52-35d3bf38e519",
"metadata": {},
"source": [
"![image.png](attachment:3ca55df4-a8fd-4c4c-8631-0e07c941607b.png)"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "4dd972ef-38b7-4746-9f8a-8eb63ed7ec69",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"=========FINAL ANSWER=========\n",
"2a:\n",
"1.414e+4 W/ft\n",
"=========FINAL ANSWER=========\n",
"\n"
]
}
],
"source": [
"#Find Thermal Power Ouput\n",
"Q = 90e6/0.303 #W\n",
"\n",
"#Find power per rod\n",
"q = Q/9e3 #W/(rod)\n",
"\n",
"#Set up equation to find q_prime_max\n",
"z, q_prime_max = sm.symbols('z, q_prime_max')\n",
"q_balance = sm.Eq(q, sm.integrate(q_prime_max*z**2/16, (z, 0, 4)) + (q_prime_max*2)/2)\n",
"q_prime_max_value = sm.solve(q_balance, q_prime_max)\n",
"\n",
"answer_print('2a', f'{q_prime_max_value[0]:.3e} W/ft')"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "b8e4782c-98a5-4558-96a3-eae23fee99ca",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"=========FINAL ANSWER=========\n",
"2b:\n",
"2.571e+0\n",
"=========FINAL ANSWER=========\n",
"\n"
]
}
],
"source": [
"#Calculate axial peaking factor:\n",
"answer_print('2b', f'{q_prime_max_value[0]/(q/6):.3e}')"
]
}
],
"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": "3.12.3"
}
},
"nbformat": 4,
"nbformat_minor": 5
}