{
  "version": 1,
  "topic": "FA02",
  "title": "Holdup versus flowing gas fraction",
  "createdAt": "2026-10-24",
  "case": {
    "title": "Vertical Drift-Flux Gas-Liquid Pressure Profile Calculator",
    "premise": "Fixed controls: Inlet absolute pressure = 5 MPa; Constant absolute temperature = 320 K; Pipe inside diameter = 0.1 m; Vertical upward interval length = 200 m; Gas mass flow rate = 0.05 kg/s; Liquid mass flow rate = 5 kg/s; Constant liquid density = 850 kg/m3; Gas molecular mass = 20 kg/kmol; Constant gas Z-factor = 0.9 dimensionless; Calibrated constant Darcy factor = 0.02 dimensionless; Calibrated distribution parameter = 1.2 dimensionless.",
    "formula": "jk = mass_rate_k/(A*rho_k); ug = C0*(jg+jl)+vd; alpha = jg/ug; ul = jl/(1-alpha); rhoh = alpha*rhog+(1-alpha)*rhol; rhog = p*M/(Z*8314.46261815324*T).; Pi = alpha*rhog*ug^2+(1-alpha)*rhol*ul^2; G = total_mass_rate/A; F = fD*G^2/(2*D*rhoh); -dp/ds = (F+rhoh*g)/(1+dPi/dp); acceleration loss = Pi_out-Pi_in. Darcy factor fD = 4*Fanning factor.",
    "variables": "Calibrated upward drift velocity is varied within the supported input range. Steady, vertical upward, co-current, isothermal gas/liquid screening only. No downward, counter-current, horizontal or inclined slip model; no regime selection, empirical Shi/Hagedorn-Brown/Beggs-Brill implementation, phase flash, dissolution, heat transfer, slug transients or reservoir coupling. This is a reduced model, not the full T2Well simulator.",
    "steps": [
      {
        "label": "Define the baseline",
        "calculation": "Calibrated upward drift velocity (m/s) = 0.3",
        "explanation": "Fixed controls: Inlet absolute pressure = 5 MPa; Constant absolute temperature = 320 K; Pipe inside diameter = 0.1 m; Vertical upward interval length = 200 m; Gas mass flow rate = 0.05 kg/s; Liquid mass flow rate = 5 kg/s; Constant liquid density = 850 kg/m3; Gas molecular mass = 20 kg/kmol; Constant gas Z-factor = 0.9 dimensionless; Calibrated constant Darcy factor = 0.02 dimensionless; Calibrated distribution parameter = 1.2 dimensionless."
      },
      {
        "label": "Select the relation",
        "calculation": "jk = mass_rate_k/(A*rho_k); ug = C0*(jg+jl)+vd; alpha = jg/ug; ul = jl/(1-alpha); rhoh = alpha*rhog+(1-alpha)*rhol; rhog = p*M/(Z*8314.46261815324*T).; Pi = alpha*rhog*ug^2+(1-alpha)*rhol*ul^2; G = total_mass_rate/A; F = fD*G^2/(2*D*rhoh); -dp/ds = (F+rhoh*g)/(1+dPi/dp); acceleration loss = Pi_out-Pi_in. Darcy factor fD = 4*Fanning factor.",
        "explanation": "Calibrated upward drift velocity is varied within the supported input range. Steady, vertical upward, co-current, isothermal gas/liquid screening only. No downward, counter-current, horizontal or inclined slip model; no regime selection, empirical Shi/Hagedorn-Brown/Beggs-Brill implementation, phase flash, dissolution, heat transfer, slug transients or reservoir coupling. This is a reduced model, not the full T2Well simulator."
      },
      {
        "label": "Substitute the values",
        "calculation": "v_d = 0.3 m/s; with the fixed controls above, the workflow evaluates Outlet liquid holdup = 0.851738475 dimensionless; Drift-flux outlet absolute pressure = 3.52561111 MPa; No-slip comparison outlet pressure = 3.62785081 MPa",
        "explanation": "Retain intermediate precision. The displayed values are rounded only after evaluation."
      },
      {
        "label": "Read the result",
        "calculation": "Outlet liquid holdup (dimensionless) = 0.851738475; Drift-flux outlet absolute pressure (MPa) = 3.52561111; No-slip comparison outlet pressure (MPa) = 3.62785081",
        "explanation": "C0, drift velocity, Z, Darcy factor and liquid density remain constant over the interval. The wall-friction closure is one specified mixture approximation, not a universal multiphase friction correlation. A Darcy factor must not be entered as a Fanning factor. Field use requires independent calibration and validation; numerical balance alone is not accuracy evidence. Software envelopes: 1 <= C0 <= 1.5, 0 <= drift velocity <= 3 m/s, positive rates for both phases, gas less dense than liquid, pressure >= 0.1 MPa absolute and 0 < gas void fraction <= 0.95 throughout. Both profiles must have acceleration parameter below 0.2; choking and near-critical solutions are rejected, not extrapolated. These are implementation limits, not universal correlation ranges."
      }
    ],
    "result": "Outlet liquid holdup (dimensionless) = 0.851738475; Drift-flux outlet absolute pressure (MPa) = 3.52561111; No-slip comparison outlet pressure (MPa) = 3.62785081",
    "interpretation": "C0, drift velocity, Z, Darcy factor and liquid density remain constant over the interval. The wall-friction closure is one specified mixture approximation, not a universal multiphase friction correlation. A Darcy factor must not be entered as a Fanning factor. Field use requires independent calibration and validation; numerical balance alone is not accuracy evidence. Software envelopes: 1 <= C0 <= 1.5, 0 <= drift velocity <= 3 m/s, positive rates for both phases, gas less dense than liquid, pressure >= 0.1 MPa absolute and 0 < gas void fraction <= 0.95 throughout. Both profiles must have acceleration parameter below 0.2; choking and near-critical solutions are rejected, not extrapolated. These are implementation limits, not universal correlation ranges.",
    "control": "Calibrated upward drift velocity (m/s)",
    "columns": [
      "Calibrated upward drift velocity (m/s)",
      "Outlet liquid holdup (dimensionless)",
      "Drift-flux outlet absolute pressure (MPa)",
      "No-slip comparison outlet pressure (MPa)"
    ],
    "rows": [
      [
        0,
        0.8154814251695627,
        3.578460530717927,
        3.6278508073320284
      ],
      [
        0.1,
        0.829415235319943,
        3.558005590328641,
        3.6278508073320284
      ],
      [
        0.3,
        0.8517384751197616,
        3.5256111059101793,
        3.6278508073320284
      ],
      [
        0.5,
        0.8688516646342468,
        3.5010993607529515,
        3.6278508073320284
      ],
      [
        0.7,
        0.8823992097959685,
        3.481897827300667,
        3.6278508073320284
      ]
    ],
    "baseline": 2,
    "rowNotes": [
      "Calibrated upward drift velocity (m/s) = 0. Outlet liquid holdup (dimensionless): 0.815481425; Drift-flux outlet absolute pressure (MPa): 3.57846053; No-slip comparison outlet pressure (MPa): 3.62785081.",
      "Calibrated upward drift velocity (m/s) = 0.1. Outlet liquid holdup (dimensionless): 0.829415235; Drift-flux outlet absolute pressure (MPa): 3.55800559; No-slip comparison outlet pressure (MPa): 3.62785081.",
      "Calibrated upward drift velocity (m/s) = 0.3. Outlet liquid holdup (dimensionless): 0.851738475; Drift-flux outlet absolute pressure (MPa): 3.52561111; No-slip comparison outlet pressure (MPa): 3.62785081.",
      "Calibrated upward drift velocity (m/s) = 0.5. Outlet liquid holdup (dimensionless): 0.868851665; Drift-flux outlet absolute pressure (MPa): 3.50109936; No-slip comparison outlet pressure (MPa): 3.62785081.",
      "Calibrated upward drift velocity (m/s) = 0.7. Outlet liquid holdup (dimensionless): 0.88239921; Drift-flux outlet absolute pressure (MPa): 3.48189783; No-slip comparison outlet pressure (MPa): 3.62785081."
    ],
    "provenance": "Original recorded synthetic cases solved with the site's vertical-drift-flux-pressure-profile engine. The full inputs, outputs and diagnostic rows are in the downloadable JSON. These are discrete solved states; the lesson does not interpolate a new solve.",
    "questions": [
      {
        "question": "Reproduce the baseline Outlet liquid holdup (dimensionless) without rounding intermediate values.",
        "answer": "v_d = 0.3 m/s; with the fixed controls above, the workflow evaluates Outlet liquid holdup = 0.851738475 dimensionless; Drift-flux outlet absolute pressure = 3.52561111 MPa; No-slip comparison outlet pressure = 3.62785081 MPa. Outlet liquid holdup (dimensionless) = 0.851738475. C0, drift velocity, Z, Darcy factor and liquid density remain constant over the interval. The wall-friction closure is one specified mixture approximation, not a universal multiphase friction correlation. A Darcy factor must not be entered as a Fanning factor. Field use requires independent calibration and validation; numerical balance alone is not accuracy evidence. Software envelopes: 1 <= C0 <= 1.5, 0 <= drift velocity <= 3 m/s, positive rates for both phases, gas less dense than liquid, pressure >= 0.1 MPa absolute and 0 < gas void fraction <= 0.95 throughout. Both profiles must have acceleration parameter below 0.2; choking and near-critical solutions are rejected, not extrapolated. These are implementation limits, not universal correlation ranges."
      },
      {
        "question": "Compare the first and last recorded scenarios. Which input changes?",
        "answer": "Calibrated upward drift velocity (m/s) changes from 0 to 0.7. Other controls remain as stated in the premise. Outlet liquid holdup (dimensionless) changes from 0.815481425 to 0.88239921."
      },
      {
        "question": "What would be needed to apply this example to a different physical system?",
        "answer": "Replace the synthetic controls with compatible documented inputs and check the relation's assumptions. Calibrated upward drift velocity is varied within the supported input range. Steady, vertical upward, co-current, isothermal gas/liquid screening only. No downward, counter-current, horizontal or inclined slip model; no regime selection, empirical Shi/Hagedorn-Brown/Beggs-Brill implementation, phase flash, dissolution, heat transfer, slug transients or reservoir coupling. This is a reduced model, not the full T2Well simulator. C0, drift velocity, Z, Darcy factor and liquid density remain constant over the interval. The wall-friction closure is one specified mixture approximation, not a universal multiphase friction correlation. A Darcy factor must not be entered as a Fanning factor. Field use requires independent calibration and validation; numerical balance alone is not accuracy evidence. Software envelopes: 1 <= C0 <= 1.5, 0 <= drift velocity <= 3 m/s, positive rates for both phases, gas less dense than liquid, pressure >= 0.1 MPa absolute and 0 < gas void fraction <= 0.95 throughout. Both profiles must have acceleration parameter below 0.2; choking and near-critical solutions are rejected, not extrapolated. These are implementation limits, not universal correlation ranges."
      }
    ]
  },
  "recorded": {
    "kind": "workflow",
    "workflow": "vertical-drift-flux-pressure-profile",
    "parameter": "v_d",
    "runs": [
      {
        "inputs": {
          "p0": 5,
          "T": 320,
          "D": 0.1,
          "L": 200,
          "m_g": 0.05,
          "m_l": 5,
          "rho_l": 850,
          "M": 20,
          "Z": 0.9,
          "f_D": 0.02,
          "C_0": 1.2,
          "v_d": 0
        },
        "result": {
          "outputs": [
            {
              "label": "Drift-flux outlet absolute pressure",
              "value": 3.578460530717927,
              "unit": "MPa"
            },
            {
              "label": "No-slip comparison outlet pressure",
              "value": 3.6278508073320284,
              "unit": "MPa"
            },
            {
              "label": "Total drift-flux pressure drop",
              "value": 1.4215394692820729,
              "unit": "MPa"
            },
            {
              "label": "Integrated friction loss",
              "value": 0.011504312028795961,
              "unit": "MPa"
            },
            {
              "label": "Integrated hydrostatic loss",
              "value": 1.410005028007209,
              "unit": "MPa"
            },
            {
              "label": "Phase-acceleration pressure loss",
              "value": 0.000030129246073267837,
              "unit": "MPa"
            },
            {
              "label": "Outlet liquid holdup",
              "value": 0.8154814251695627,
              "unit": "dimensionless"
            },
            {
              "label": "Outlet gas velocity",
              "value": 1.1543578937811174,
              "unit": "m/s"
            },
            {
              "label": "Outlet liquid velocity",
              "value": 0.918432247458948,
              "unit": "m/s"
            },
            {
              "label": "Outlet gas/liquid velocity ratio",
              "value": 1.2568786614090603,
              "unit": "dimensionless"
            },
            {
              "label": "Relative phase-momentum closure error",
              "value": 1.0446315036952147e-15,
              "unit": "dimensionless"
            }
          ],
          "columns": [
            "Upward distance (m)",
            "Absolute pressure (MPa)",
            "Gas void fraction",
            "Liquid holdup",
            "Gas velocity (m/s)",
            "Liquid velocity (m/s)",
            "Holdup density (kg/m3)",
            "Friction loss (MPa)",
            "Hydrostatic loss (MPa)",
            "Acceleration loss (MPa)",
            "Acceleration parameter"
          ],
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          "m_g": 0.05,
          "m_l": 5,
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        "result": {
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              "unit": "MPa"
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            {
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        "inputs": {
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          "m_g": 0.05,
          "m_l": 5,
          "rho_l": 850,
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        "result": {
          "outputs": [
            {
              "label": "Drift-flux outlet absolute pressure",
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              "unit": "MPa"
            },
            {
              "label": "No-slip comparison outlet pressure",
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            ]
          },
          "warnings": [
            "Vertical upward co-current screening with user-calibrated constant C0, drift velocity and Darcy factor. No automatic regime/holdup correlation, phase flash, heat transfer or field validation is implied."
          ]
        }
      },
      {
        "inputs": {
          "p0": 5,
          "T": 320,
          "D": 0.1,
          "L": 200,
          "m_g": 0.05,
          "m_l": 5,
          "rho_l": 850,
          "M": 20,
          "Z": 0.9,
          "f_D": 0.02,
          "C_0": 1.2,
          "v_d": 0.5
        },
        "result": {
          "outputs": [
            {
              "label": "Drift-flux outlet absolute pressure",
              "value": 3.5010993607529515,
              "unit": "MPa"
            },
            {
              "label": "No-slip comparison outlet pressure",
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              "unit": "MPa"
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              "unit": "MPa"
            },
            {
              "label": "Integrated friction loss",
              "value": 0.010900393022456462,
              "unit": "MPa"
            },
            {
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              "unit": "MPa"
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              "unit": "MPa"
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            {
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            {
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            {
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              "unit": "dimensionless"
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}
