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1 change: 1 addition & 0 deletions docs/sphinx/source/user_guide/index.rst
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Expand Up @@ -26,6 +26,7 @@ This user guide is an overview and explains some of the key features of pvlib.
modeling_topics/clearsky
modeling_topics/weather_data
modeling_topics/singlediode
modeling_topics/temperature

.. toctree::
:maxdepth: 2
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93 changes: 93 additions & 0 deletions docs/sphinx/source/user_guide/modeling_topics/temperature.rst
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.. _temperature:

Temperature models
==================

pvlib provides a variety of models for predicting the operating temperature
of a PV module from irradiance and weather inputs. These models range from
simple empirical equations requiring just a few multiplications to complex
thermal balance models with numerical integration.

Types of models
---------------

Temperature models predict one of two quantities:

- *module temperature*: the temperature as measured at the back surface
of a PV module. Easy to measure, but not directly related to PV
efficiency.
- *cell temperature*: the temperature of the PV cell itself. The relevant
temperature for PV modeling, but almost never measured directly.

Cell temperature is typically thought to be slightly higher than module
temperature.
Temperature models estimate these quantities using inputs like incident
irradiance, ambient temperature, and wind speed. Each model also takes
a set of parameter values that represent how a PV module responds to
those inputs. Different parameter values may be used for different PV
module technologies and/or the mounting conditions of the module.

Another way to classify temperature models is whether they account for
the thermal inertia of a PV module. Temperature models are either:

- *steady-state*: the module is assumed to have been at the specified operating
conditions for a sufficiently long time for its temperature to reach
equilibrium.
- *transient*: the module's thermal inertia is included in the model,
causing a lag in modeled temperature change following changes in the inputs.

Other effects that temperature models may consider include variation in
photoconversion efficiency and radiative cooling.

The temperature models currently available in pvlib are summarized in the
following table:

+-------------------------------------------+--------+------------+--------------------------------------------------------------------+
| Model | Type | Transient? | Inputs |
| | | +----------------+---------------------+------------+----------------+
| | | | POA irradiance | Ambient temperature | Wind speed | Downwelling IR |
+===========================================+========+============+================+=====================+============+================+
| :py:func:`~pvlib.temperature.faiman` | either | | ✓ | ✓ | ✓ | |
+-------------------------------------------+--------+------------+----------------+---------------------+------------+----------------+
| :py:func:`~pvlib.temperature.faiman_rad` | either | | ✓ | ✓ | ✓ | ✓ |
+-------------------------------------------+--------+------------+----------------+---------------------+------------+----------------+
| :py:func:`~pvlib.temperature.fuentes` | cell | ✓ | ✓ | ✓ | ✓ | |
+-------------------------------------------+--------+------------+----------------+---------------------+------------+----------------+
| :py:func:`~pvlib.temperature.noct_sam` | cell | | ✓ | ✓ | ✓ | |
+-------------------------------------------+--------+------------+----------------+---------------------+------------+----------------+
| :py:func:`~pvlib.temperature.pvsyst_cell` | cell | | ✓ | ✓ | ✓ | |
+-------------------------------------------+--------+------------+----------------+---------------------+------------+----------------+
| :py:func:`~pvlib.temperature.ross` | cell | | ✓ | ✓ | | |
+-------------------------------------------+--------+------------+----------------+---------------------+------------+----------------+
| :py:func:`~pvlib.temperature.sapm_cell` | cell | | ✓ | ✓ | ✓ | |
+-------------------------------------------+--------+------------+----------------+---------------------+------------+----------------+
| :py:func:`~pvlib.temperature.sapm_module` | module | | ✓ | ✓ | ✓ | |
+-------------------------------------------+--------+------------+----------------+---------------------+------------+----------------+


Model parameters
----------------

Some temperature model functions provide default values for their parameters,
and several additional sets of temperature model parameter values are
available in :py:data:`pvlib.temperature.TEMPERATURE_MODEL_PARAMETERS`.
However, these generic values may not be suitable for all modules.

Module-specific values can be obtained via testing, for example following
the IEC 61853-2 standard.

Currently, pvlib provides no functionality for fitting parameter values
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You could consider including references to:

  • The sandia data set for temperature model fitting, and it's accompanying notebook
  • My paper on model fitting from last years PVSEC.

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I'm not sure pointing to external functionality makes sense for these pages. Let's save that for a potential follow-up.

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What kind of "sense" are we looking for? Pointing to solutions takes the edge off the foregoing limitation a bit. I think the new spectrum section has similar pointers. But I leave the decision to you.

using measured temperature.


Other functions
---------------

pvlib also provides a few other functions for temperature modeling:

- :py:func:`~pvlib.temperature.prilliman`: an "add-on" model that introduces
transience to steady-state models.
- :py:func:`~pvlib.temperature.sapm_cell_from_module`: a model for
estimating cell temperature from module temperature.
- :py:func:`~pvlib.temperature.generic_linear`: a generic linear model form,
equivalent to several conventional temperature models.
1 change: 1 addition & 0 deletions docs/sphinx/source/whatsnew/v0.13.2.rst
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Expand Up @@ -46,6 +46,7 @@ Enhancements
Documentation
~~~~~~~~~~~~~
* Provide an overview of single-diode modeling functionality in :ref:`singlediode`. (:pull:`2565`)
* Provide an overview of temperature modeling functionality in :ref:`temperature`. (:pull:`2591`)


Testing
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