补充test_mql pneumatic_96流量反事实诊断

PythonModels/scripts/run_test_mql_full_state_comparison.py

@@ -590,6 +590,8 @@ class TestMqlPneumatic96InletLineDiagnostic:
     amesim_storage_mass_derivative_residual_g_s: float
     amesim_chamber_pressure_pa: float
     amesim_chamber_temperature_k: float
+    amesim_node_pressure_pa: float
+    amesim_node_temperature_k: float
     amesim_line_temperature_derivative_fd_k_s: float
     amesim_line_pressure_derivative_fd_pa_s: float
     amesim_port_1_enthalpy_dtemp_component_k_s: float
@@ -613,6 +615,20 @@ class TestMqlPneumatic96InletLineDiagnostic:
     python_orifice_to_line_mass_flow_error_g_s: float
     python_storage_mass_derivative_g_s: float
     python_storage_mass_derivative_error_g_s: float
+    python_line_to_node_amesim_node_mass_flow_g_s: float
+    python_line_to_node_amesim_node_mass_flow_error_g_s: float
+    python_line_to_node_amesim_line_mass_flow_g_s: float
+    python_line_to_node_amesim_line_mass_flow_error_g_s: float
+    python_line_to_node_amesim_node_line_mass_flow_g_s: float
+    python_line_to_node_amesim_node_line_mass_flow_error_g_s: float
+    python_orifice_to_line_amesim_line_mass_flow_g_s: float
+    python_orifice_to_line_amesim_line_mass_flow_error_g_s: float
+    python_orifice_to_line_amesim_chamber_mass_flow_g_s: float
+    python_orifice_to_line_amesim_chamber_mass_flow_error_g_s: float
+    python_orifice_to_line_amesim_line_chamber_mass_flow_g_s: float
+    python_orifice_to_line_amesim_line_chamber_mass_flow_error_g_s: float
+    python_storage_amesim_boundary_states_mass_derivative_g_s: float
+    python_storage_amesim_boundary_states_mass_derivative_error_g_s: float
     python_chamber_pressure_pa: float
     python_chamber_temperature_k: float
     python_current_temperature_derivative_k_s: float
@@ -2547,6 +2563,10 @@ def _pneumatic_96_inlet_line_diagnostic(
         amesim_value(f"press@{chamber_alias}") + AMESIM_REFERENCE_PRESSURE_PA
     )
     amesim_chamber_temperature = amesim_value(f"temp@{chamber_alias}")
+    amesim_node_pressure = (
+        amesim_value(f"press1@{node_alias}") + AMESIM_REFERENCE_PRESSURE_PA
+    )
+    amesim_node_temperature = amesim_value(f"temp1@{node_alias}")
 
     python_line_to_node_flow = -snapshot.inlet_node_to_line_flow * 1.0e3
     python_orifice_to_line_flow = -snapshot.inlet_line_to_chamber_flow * 1.0e3
@@ -2554,6 +2574,112 @@ def _pneumatic_96_inlet_line_diagnostic(
         snapshot.inlet_node_to_line_flow - snapshot.inlet_line_to_chamber_flow
     ) * 1.0e3
 
+    orifice = closure.pneumatic_closure.components.inlet_orifice
+
+    def node_to_line_flow_from_states(
+        *,
+        node_pressure_pa: float,
+        node_temperature_k: float,
+        line_pressure_pa: float,
+        line_temperature_k: float,
+    ) -> float:
+        pressure_difference = node_pressure_pa - line_pressure_pa
+        if pressure_difference == 0.0:
+            return 0.0
+        if line.calibrated_linear_conductance is not None:
+            return (
+                line.calibrated_linear_conductance
+                * pressure_difference
+                / sqrt(line_temperature_k)
+            )
+        upstream_pressure = max(node_pressure_pa, line_pressure_pa)
+        upstream_temperature = (
+            node_temperature_k if pressure_difference > 0.0 else line_temperature_k
+        )
+        density = line.gas.density(upstream_pressure, upstream_temperature)
+        magnitude = line._mass_flow_for_pressure_drop(
+            abs(pressure_difference),
+            density=density,
+            temperature=upstream_temperature,
+        )
+        return magnitude if pressure_difference > 0.0 else -magnitude
+
+    def line_to_node_flow_from_states_g_s(
+        *,
+        node_pressure_pa: float,
+        node_temperature_k: float,
+        line_pressure_pa: float,
+        line_temperature_k: float,
+    ) -> float:
+        return -1.0e3 * node_to_line_flow_from_states(
+            node_pressure_pa=node_pressure_pa,
+            node_temperature_k=node_temperature_k,
+            line_pressure_pa=line_pressure_pa,
+            line_temperature_k=line_temperature_k,
+        )
+
+    def orifice_to_line_flow_from_states_g_s(
+        *,
+        line_pressure_pa: float,
+        line_temperature_k: float,
+        chamber_pressure_pa: float,
+        chamber_temperature_k: float,
+    ) -> float:
+        upstream_temperature = (
+            line_temperature_k
+            if line_pressure_pa >= chamber_pressure_pa
+            else chamber_temperature_k
+        )
+        line_to_chamber = orifice.mass_flow(
+            line_pressure_pa,
+            chamber_pressure_pa,
+            upstream_temperature,
+        )
+        return -1.0e3 * line_to_chamber
+
+    python_line_to_node_amesim_node_flow = line_to_node_flow_from_states_g_s(
+        node_pressure_pa=amesim_node_pressure,
+        node_temperature_k=amesim_node_temperature,
+        line_pressure_pa=snapshot.inlet_line.p,
+        line_temperature_k=snapshot.inlet_line.T,
+    )
+    python_line_to_node_amesim_line_flow = line_to_node_flow_from_states_g_s(
+        node_pressure_pa=snapshot.inlet_node.p,
+        node_temperature_k=snapshot.inlet_node.T,
+        line_pressure_pa=amesim_line_pressure,
+        line_temperature_k=amesim_line_temperature,
+    )
+    python_line_to_node_amesim_node_line_flow = line_to_node_flow_from_states_g_s(
+        node_pressure_pa=amesim_node_pressure,
+        node_temperature_k=amesim_node_temperature,
+        line_pressure_pa=amesim_line_pressure,
+        line_temperature_k=amesim_line_temperature,
+    )
+    python_orifice_to_line_amesim_line_flow = orifice_to_line_flow_from_states_g_s(
+        line_pressure_pa=amesim_line_pressure,
+        line_temperature_k=amesim_line_temperature,
+        chamber_pressure_pa=snapshot.chamber.p,
+        chamber_temperature_k=snapshot.chamber.T,
+    )
+    python_orifice_to_line_amesim_chamber_flow = orifice_to_line_flow_from_states_g_s(
+        line_pressure_pa=snapshot.inlet_line.p,
+        line_temperature_k=snapshot.inlet_line.T,
+        chamber_pressure_pa=amesim_chamber_pressure,
+        chamber_temperature_k=amesim_chamber_temperature,
+    )
+    python_orifice_to_line_amesim_line_chamber_flow = (
+        orifice_to_line_flow_from_states_g_s(
+            line_pressure_pa=amesim_line_pressure,
+            line_temperature_k=amesim_line_temperature,
+            chamber_pressure_pa=amesim_chamber_pressure,
+            chamber_temperature_k=amesim_chamber_temperature,
+        )
+    )
+    python_storage_amesim_boundary_states = (
+        python_orifice_to_line_amesim_line_chamber_flow
+        - python_line_to_node_amesim_node_line_flow
+    )
+
     amesim_line_temperature_fd = _series_finite_difference_at(
         times=amesim_results.times,
         values=amesim_results.series(f"t2@{line_alias}"),
@@ -2750,6 +2876,8 @@ def _pneumatic_96_inlet_line_diagnostic(
         ),
         amesim_chamber_pressure_pa=amesim_chamber_pressure,
         amesim_chamber_temperature_k=amesim_chamber_temperature,
+        amesim_node_pressure_pa=amesim_node_pressure,
+        amesim_node_temperature_k=amesim_node_temperature,
         amesim_line_temperature_derivative_fd_k_s=amesim_line_temperature_fd,
         amesim_line_pressure_derivative_fd_pa_s=amesim_line_pressure_fd,
         amesim_port_1_enthalpy_dtemp_component_k_s=amesim_port_1_dtemp,
@@ -2791,6 +2919,49 @@ def _pneumatic_96_inlet_line_diagnostic(
         python_storage_mass_derivative_error_g_s=(
             python_storage_derivative - amesim_storage_from_ports
         ),
+        python_line_to_node_amesim_node_mass_flow_g_s=(
+            python_line_to_node_amesim_node_flow
+        ),
+        python_line_to_node_amesim_node_mass_flow_error_g_s=(
+            python_line_to_node_amesim_node_flow - amesim_line_to_node_flow
+        ),
+        python_line_to_node_amesim_line_mass_flow_g_s=(
+            python_line_to_node_amesim_line_flow
+        ),
+        python_line_to_node_amesim_line_mass_flow_error_g_s=(
+            python_line_to_node_amesim_line_flow - amesim_line_to_node_flow
+        ),
+        python_line_to_node_amesim_node_line_mass_flow_g_s=(
+            python_line_to_node_amesim_node_line_flow
+        ),
+        python_line_to_node_amesim_node_line_mass_flow_error_g_s=(
+            python_line_to_node_amesim_node_line_flow - amesim_line_to_node_flow
+        ),
+        python_orifice_to_line_amesim_line_mass_flow_g_s=(
+            python_orifice_to_line_amesim_line_flow
+        ),
+        python_orifice_to_line_amesim_line_mass_flow_error_g_s=(
+            python_orifice_to_line_amesim_line_flow - amesim_orifice_to_line_flow
+        ),
+        python_orifice_to_line_amesim_chamber_mass_flow_g_s=(
+            python_orifice_to_line_amesim_chamber_flow
+        ),
+        python_orifice_to_line_amesim_chamber_mass_flow_error_g_s=(
+            python_orifice_to_line_amesim_chamber_flow - amesim_orifice_to_line_flow
+        ),
+        python_orifice_to_line_amesim_line_chamber_mass_flow_g_s=(
+            python_orifice_to_line_amesim_line_chamber_flow
+        ),
+        python_orifice_to_line_amesim_line_chamber_mass_flow_error_g_s=(
+            python_orifice_to_line_amesim_line_chamber_flow
+            - amesim_orifice_to_line_flow
+        ),
+        python_storage_amesim_boundary_states_mass_derivative_g_s=(
+            python_storage_amesim_boundary_states
+        ),
+        python_storage_amesim_boundary_states_mass_derivative_error_g_s=(
+            python_storage_amesim_boundary_states - amesim_storage_from_ports
+        ),
         python_chamber_pressure_pa=snapshot.chamber.p,
         python_chamber_temperature_k=snapshot.chamber.T,
         python_current_temperature_derivative_k_s=python_current_dtemp,
@@ -3523,6 +3694,22 @@ def format_test_mql_pnvo_event_window_summary(
                     f"python_orifice_to_line_dm_error={inlet_line.python_orifice_to_line_mass_flow_error_g_s}, "
                     f"python_storage_dm={inlet_line.python_storage_mass_derivative_g_s}, "
                     f"python_storage_dm_error={inlet_line.python_storage_mass_derivative_error_g_s}, "
+                    f"amesim_node_p_abs={inlet_line.amesim_node_pressure_pa}, "
+                    f"amesim_node_t={inlet_line.amesim_node_temperature_k}, "
+                    f"python_line_to_node_amesim_node_dm={inlet_line.python_line_to_node_amesim_node_mass_flow_g_s}, "
+                    f"python_line_to_node_amesim_node_dm_error={inlet_line.python_line_to_node_amesim_node_mass_flow_error_g_s}, "
+                    f"python_line_to_node_amesim_line_dm={inlet_line.python_line_to_node_amesim_line_mass_flow_g_s}, "
+                    f"python_line_to_node_amesim_line_dm_error={inlet_line.python_line_to_node_amesim_line_mass_flow_error_g_s}, "
+                    f"python_line_to_node_amesim_node_line_dm={inlet_line.python_line_to_node_amesim_node_line_mass_flow_g_s}, "
+                    f"python_line_to_node_amesim_node_line_dm_error={inlet_line.python_line_to_node_amesim_node_line_mass_flow_error_g_s}, "
+                    f"python_orifice_to_line_amesim_line_dm={inlet_line.python_orifice_to_line_amesim_line_mass_flow_g_s}, "
+                    f"python_orifice_to_line_amesim_line_dm_error={inlet_line.python_orifice_to_line_amesim_line_mass_flow_error_g_s}, "
+                    f"python_orifice_to_line_amesim_chamber_dm={inlet_line.python_orifice_to_line_amesim_chamber_mass_flow_g_s}, "
+                    f"python_orifice_to_line_amesim_chamber_dm_error={inlet_line.python_orifice_to_line_amesim_chamber_mass_flow_error_g_s}, "
+                    f"python_orifice_to_line_amesim_line_chamber_dm={inlet_line.python_orifice_to_line_amesim_line_chamber_mass_flow_g_s}, "
+                    f"python_orifice_to_line_amesim_line_chamber_dm_error={inlet_line.python_orifice_to_line_amesim_line_chamber_mass_flow_error_g_s}, "
+                    f"python_storage_amesim_boundary_states_dm={inlet_line.python_storage_amesim_boundary_states_mass_derivative_g_s}, "
+                    f"python_storage_amesim_boundary_states_dm_error={inlet_line.python_storage_amesim_boundary_states_mass_derivative_error_g_s}, "
                     f"python_chamber_p_abs={inlet_line.python_chamber_pressure_pa}, "
                     f"python_chamber_t={inlet_line.python_chamber_temperature_k}, "
                     f"amesim_fd_dT={inlet_line.amesim_line_temperature_derivative_fd_k_s}, "

tests/test_run_test_mql_full_state_comparison.py

@@ -511,6 +511,8 @@ class RunTestMqlFullStateComparisonScriptTests(unittest.TestCase):
                     amesim_storage_mass_derivative_residual_g_s=0.0,
                     amesim_chamber_pressure_pa=15131788.1,
                     amesim_chamber_temperature_k=291.9,
+                    amesim_node_pressure_pa=13887929.6,
+                    amesim_node_temperature_k=288.9,
                     amesim_line_temperature_derivative_fd_k_s=149.5,
                     amesim_line_pressure_derivative_fd_pa_s=-17835932.3,
                     amesim_port_1_enthalpy_dtemp_component_k_s=1234.0,
@@ -534,6 +536,20 @@ class RunTestMqlFullStateComparisonScriptTests(unittest.TestCase):
                     python_orifice_to_line_mass_flow_error_g_s=0.8,
                     python_storage_mass_derivative_g_s=-6.0,
                     python_storage_mass_derivative_error_g_s=0.0,
+                    python_line_to_node_amesim_node_mass_flow_g_s=451.0,
+                    python_line_to_node_amesim_node_mass_flow_error_g_s=-1.2,
+                    python_line_to_node_amesim_line_mass_flow_g_s=452.8,
+                    python_line_to_node_amesim_line_mass_flow_error_g_s=0.6,
+                    python_line_to_node_amesim_node_line_mass_flow_g_s=452.0,
+                    python_line_to_node_amesim_node_line_mass_flow_error_g_s=-0.2,
+                    python_orifice_to_line_amesim_line_mass_flow_g_s=445.8,
+                    python_orifice_to_line_amesim_line_mass_flow_error_g_s=-0.4,
+                    python_orifice_to_line_amesim_chamber_mass_flow_g_s=446.6,
+                    python_orifice_to_line_amesim_chamber_mass_flow_error_g_s=0.4,
+                    python_orifice_to_line_amesim_line_chamber_mass_flow_g_s=446.0,
+                    python_orifice_to_line_amesim_line_chamber_mass_flow_error_g_s=-0.2,
+                    python_storage_amesim_boundary_states_mass_derivative_g_s=-6.0,
+                    python_storage_amesim_boundary_states_mass_derivative_error_g_s=0.0,
                     python_chamber_pressure_pa=15131800.0,
                     python_chamber_temperature_k=292.0,
                     python_current_temperature_derivative_k_s=261.9,
@@ -757,6 +773,9 @@ class RunTestMqlFullStateComparisonScriptTests(unittest.TestCase):
         self.assertIn("python_line_to_node_dm=453.0", summary)
         self.assertIn("python_line_to_node_dm_error=0.8", summary)
         self.assertIn("python_storage_dm_error=0.0", summary)
+        self.assertIn("python_line_to_node_amesim_node_line_dm=452.0", summary)
+        self.assertIn("python_orifice_to_line_amesim_line_chamber_dm=446.0", summary)
+        self.assertIn("python_storage_amesim_boundary_states_dm_error=0.0", summary)
         self.assertIn("amesim_fd_dT=149.5", summary)
         self.assertIn("amesim_dT_m_offset=-351.0", summary)
         self.assertIn("python_current_dT=261.9", summary)