Implement PVSystem.get_ac

docs/sphinx/source/api.rst

@@ -292,6 +292,7 @@ Inverter models (DC to AC conversion)
 .. autosummary::
    :toctree: generated/
 
+   pvsystem.PVSystem.get_ac
    inverter.sandia
    inverter.sandia_multi
    inverter.adr

docs/sphinx/source/whatsnew/v0.9.0.rst

@@ -87,6 +87,9 @@ Enhancements
   by ``pvsystem.PVSystem.modules_per_strings`` and
   ``pvsystem.PVSystem.strings_per_inverter``. Note that both attributes still
   default to 1. (:pull:`1138`)
+* :py:meth:`~pvlib.pvsystem.PVSystem.get_ac` is added to calculate AC power
+  from DC power. Use parameter 'model' to specify which inverter model to use.
+  (:pull:`1147`, :issue:`998`)
 
 Bug fixes
 ~~~~~~~~~

pvlib/pvsystem.py

@@ -852,7 +852,75 @@ def i_from_v(self, resistance_shunt, resistance_series, nNsVth, voltage,
         return i_from_v(resistance_shunt, resistance_series, nNsVth, voltage,
                         saturation_current, photocurrent)
 
-    # inverter now specified by self.inverter_parameters
+    def get_ac(self, model, p_dc, v_dc=None):
+        r"""Calculates AC power from p_dc using the inverter model indicated
+        by model and self.inverter_parameters.
+
+        Parameters
+        ----------
+        model : str
+            Must be one of 'sandia', 'adr', or 'pvwatts'.
+        p_dc : numeric, or tuple, list or array of numeric
+            DC power on each MPPT input of the inverter. Use tuple, list or
+            array for inverters with multiple MPPT inputs. If type is array,
+            p_dc must be 2d with axis 0 being the MPPT inputs. [W]
+        v_dc : numeric, or tuple, list or array of numeric
+            DC voltage on each MPPT input of the inverter. Required when
+            model='sandia' or model='adr'. Use tuple, list or
+            array for inverters with multiple MPPT inputs. If type is array,
+            v_dc must be 2d with axis 0 being the MPPT inputs. [V]
+
+        Returns
+        -------
+        power_ac : numeric
+            AC power output for the inverter. [W]
+
+        Raises
+        ------
+        ValueError
+            If model is not one of 'sandia', 'adr' or 'pvwatts'.
+        ValueError
+            If model='adr' and the PVSystem has more than one array.
+
+        See also
+        --------
+        pvlib.inverter.sandia
+        pvlib.inverter.sandia_multi
+        pvlib.inverter.adr
+        pvlib.inverter.pvwatts
+        pvlib.inverter.pvwatts_multi
+        """
+        model = model.lower()
+        multiple_arrays = self.num_arrays > 1
+        if model == 'sandia':
+            if multiple_arrays:
+                p_dc = self._validate_per_array(p_dc)
+                v_dc = self._validate_per_array(v_dc)
+                inv_fun = inverter.sandia_multi
+            else:
+                inv_fun = inverter.sandia
+            return inv_fun(v_dc, p_dc, self.inverter_parameters)
+        elif model == 'pvwatts':
+            kwargs = _build_kwargs(['eta_inv_nom', 'eta_inv_ref'],
+                                   self.inverter_parameters)
+            if multiple_arrays:
+                p_dc = self._validate_per_array(p_dc)
+                inv_fun = inverter.pvwatts_multi
+            else:
+                inv_fun = inverter.pvwatts
+            return inv_fun(p_dc, self.inverter_parameters['pdc0'], **kwargs)
+        elif model == 'adr':
+            if multiple_arrays:
+                raise ValueError(
+                    'The adr inverter function cannot be used for an inverter',
+                    ' with multiple MPPT inputs')
+            else:
+                return inverter.adr(v_dc, p_dc, self.inverter_parameters)
+        else:
+            raise ValueError(
+                model + ' is not a valid AC power model.',
+                ' model must be one of "sandia", "adr" or "pvwatts"')
+
     def snlinverter(self, v_dc, p_dc):
         """Uses :py:func:`pvlib.inverter.sandia` to calculate AC power based on
         ``self.inverter_parameters`` and the input voltage and power.
@@ -969,7 +1037,6 @@ def pvwatts_multi(self, p_dc):
                                self.inverter_parameters)
         return inverter.pvwatts_multi(p_dc, self.inverter_parameters['pdc0'],
                                       **kwargs)
-
     @property
     @_unwrap_single_value
     def module_parameters(self):

pvlib/tests/test_pvsystem.py

@@ -1374,6 +1374,21 @@ def test_PVSystem_multi_scale_voltage_current_power(mocker):
         system.scale_voltage_current_power(None)
 
 
+def test_PVSystem_get_ac_sandia(cec_inverter_parameters, mocker):
+    inv_fun = mocker.spy(inverter, 'sandia')
+    system = pvsystem.PVSystem(
+        inverter=cec_inverter_parameters['Name'],
+        inverter_parameters=cec_inverter_parameters,
+    )
+    vdcs = pd.Series(np.linspace(0, 50, 3))
+    idcs = pd.Series(np.linspace(0, 11, 3))
+    pdcs = idcs * vdcs
+    pacs = system.get_ac('sandia', vdcs, pdcs)
+    assert_series_equal(pacs, pd.Series([-0.020000, 132.004308, 250.000000]))
+    inv_fun.assert_called_once()
+
+
+# remove after deprecation period for PVSystem.snlinverter
 def test_PVSystem_snlinverter(cec_inverter_parameters):
     system = pvsystem.PVSystem(
         inverter=cec_inverter_parameters['Name'],
@@ -1387,6 +1402,31 @@ def test_PVSystem_snlinverter(cec_inverter_parameters):
     assert_series_equal(pacs, pd.Series([-0.020000, 132.004308, 250.000000]))
 
 
+def test_PVSystem_get_ac_sandia_multi(cec_inverter_parameters, mocker):
+    inv_fun = mocker.spy(inverter, 'sandia_multi')
+    system = pvsystem.PVSystem(
+        arrays=[pvsystem.Array(), pvsystem.Array()],
+        inverter=cec_inverter_parameters['Name'],
+        inverter_parameters=cec_inverter_parameters,
+    )
+    vdcs = pd.Series(np.linspace(0, 50, 3))
+    idcs = pd.Series(np.linspace(0, 11, 3)) / 2
+    pdcs = idcs * vdcs
+    pacs = system.get_ac('sandia', (vdcs, vdcs), (pdcs, pdcs))
+    assert_series_equal(pacs, pd.Series([-0.020000, 132.004308, 250.000000]))
+    inv_fun.assert_called_once()
+    with pytest.raises(ValueError,
+                       match="Length mismatch for per-array parameter"):
+        system.get_ac('sandia', vdcs, (pdcs, pdcs))
+    with pytest.raises(ValueError,
+                       match="Length mismatch for per-array parameter"):
+        system.get_ac('sandia', vdcs, (pdcs,))
+    with pytest.raises(ValueError,
+                       match="Length mismatch for per-array parameter"):
+        system.get_ac('sandia', (vdcs, vdcs), (pdcs, pdcs, pdcs))
+
+
+# remove after deprecation period for PVSystem.sandia_multi
 def test_PVSystem_sandia_multi(cec_inverter_parameters):
     system = pvsystem.PVSystem(
         arrays=[pvsystem.Array(), pvsystem.Array()],
@@ -1409,6 +1449,7 @@ def test_PVSystem_sandia_multi(cec_inverter_parameters):
         system.sandia_multi((vdcs, vdcs), (pdcs, pdcs, pdcs))
 
 
+# remove after deprecation period for PVSystem.sandia_multi
 def test_PVSystem_sandia_multi_single_array(cec_inverter_parameters):
     system = pvsystem.PVSystem(
         arrays=[pvsystem.Array()],
@@ -1431,6 +1472,84 @@ def test_PVSystem_sandia_multi_single_array(cec_inverter_parameters):
         system.sandia_multi((vdcs,), (pdcs, pdcs))
 
 
+def test_PVSystem_get_ac_pvwatts(pvwatts_system_defaults, mocker):
+    mocker.spy(inverter, 'pvwatts')
+    pdc = 50
+    out = pvwatts_system_defaults.get_ac('pvwatts', pdc)
+    inverter.pvwatts.assert_called_once_with(
+        pdc, **pvwatts_system_defaults.inverter_parameters)
+    assert out < pdc
+
+
+def test_PVSystem_get_ac_pvwatts_kwargs(pvwatts_system_kwargs, mocker):
+    mocker.spy(inverter, 'pvwatts')
+    pdc = 50
+    out = pvwatts_system_kwargs.get_ac('pvwatts', pdc)
+    inverter.pvwatts.assert_called_once_with(
+        pdc, **pvwatts_system_kwargs.inverter_parameters)
+    assert out < pdc
+
+
+def test_PVSystem_get_ac_pvwatts_multi(
+        pvwatts_system_defaults, pvwatts_system_kwargs, mocker):
+    mocker.spy(inverter, 'pvwatts_multi')
+    expected = [pd.Series([0.0, 48.123524, 86.400000]),
+                pd.Series([0.0, 45.893550, 85.500000])]
+    systems = [pvwatts_system_defaults, pvwatts_system_kwargs]
+    for base_sys, exp in zip(systems, expected):
+        system = pvsystem.PVSystem(
+            arrays=[pvsystem.Array(), pvsystem.Array()],
+            inverter_parameters=base_sys.inverter_parameters,
+        )
+        pdcs = pd.Series([0., 25., 50.])
+        pacs = system.get_ac('pvwatts', (pdcs, pdcs))
+        assert_series_equal(pacs, exp)
+    assert inverter.pvwatts_multi.call_count == 2
+    with pytest.raises(ValueError,
+                       match="Length mismatch for per-array parameter"):
+        system.get_ac('pvwatts', (pdcs,))
+    with pytest.raises(ValueError,
+                       match="Length mismatch for per-array parameter"):
+        system.get_ac('pvwatts', pdcs)
+    with pytest.raises(ValueError,
+                       match="Length mismatch for per-array parameter"):
+        system.get_ac('pvwatts', (pdcs, pdcs, pdcs))
+
+
+def test_PVSystem_get_ac_adr(adr_inverter_parameters, mocker):
+    mocker.spy(inverter, 'adr')
+    system = pvsystem.PVSystem(
+        inverter_parameters=adr_inverter_parameters,
+    )
+    vdcs = pd.Series([135, 154, 390, 420, 551])
+    pdcs = pd.Series([135, 1232, 1170, 420, 551])
+    pacs = system.get_ac('adr', pdcs, vdcs)
+    assert_series_equal(pacs, pd.Series([np.nan, 1161.5745, 1116.4459,
+                                         382.6679, np.nan]))
+    inverter.adr.assert_called_once_with(vdcs, pdcs,
+                                         system.inverter_parameters)
+
+
+def test_PVSystem_get_ac_adr_multi(adr_inverter_parameters):
+    system = pvsystem.PVSystem(
+        arrays=[pvsystem.Array(), pvsystem.Array()],
+        inverter_parameters=adr_inverter_parameters,
+    )
+    pdcs = pd.Series([135, 1232, 1170, 420, 551])
+    with pytest.raises(ValueError,
+                       match="The adr inverter function cannot be used"):
+        system.get_ac(model='adr', p_dc=pdcs)
+
+
+def test_PVSystem_get_ac_invalid(cec_inverter_parameters):
+    system = pvsystem.PVSystem(
+        inverter_parameters=cec_inverter_parameters,
+    )
+    pdcs = pd.Series(np.linspace(0, 50, 3))
+    with pytest.raises(ValueError, match="is not a valid AC power model"):
+        system.get_ac(model='not_a_model', p_dc=pdcs)
+
+
 def test_PVSystem_creation():
     pv_system = pvsystem.PVSystem(module='blah', inverter='blarg')
     # ensure that parameter attributes are dict-like. GH 294
@@ -1891,6 +2010,7 @@ def test_PVSystem_pvwatts_losses(pvwatts_system_defaults, mocker):
     assert out < expected
 
 
+# remove after deprecation period for PVSystem.pvwatts_ac
 def test_PVSystem_pvwatts_ac(pvwatts_system_defaults, mocker):
     mocker.spy(inverter, 'pvwatts')
     pdc = 50
@@ -1900,6 +2020,7 @@ def test_PVSystem_pvwatts_ac(pvwatts_system_defaults, mocker):
     assert out < pdc
 
 
+# remove after deprecation period for PVSystem.pvwatts_ac
 def test_PVSystem_pvwatts_ac_kwargs(pvwatts_system_kwargs, mocker):
     mocker.spy(inverter, 'pvwatts')
     pdc = 50
@@ -1909,6 +2030,7 @@ def test_PVSystem_pvwatts_ac_kwargs(pvwatts_system_kwargs, mocker):
     assert out < pdc
 
 
+# remove after deprecation period for PVSystem.pvwatts_ac
 def test_PVSystem_pvwatts_multi(pvwatts_system_defaults,
                                 pvwatts_system_kwargs):
     expected = [pd.Series([0.0, 48.123524, 86.400000]),