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Add guidance about temperature modeling to User Guide #2591
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| .. _temperature: | ||
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| Temperature models | ||
| ================== | ||
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| 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 more complex | ||
| thermal balance models with numerical integration. | ||
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| Types of models | ||
| --------------- | ||
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| Temperature models predict one of two quantities: | ||
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| - *module temperature*: the temperature as measured at the back surface | ||
| of a PV module. Easy to measure, but usually less | ||
| than the cell temperature which determines efficiency. | ||
| - *cell temperature*: the temperature of the PV cell itself. The relevant | ||
| temperature for PV modeling, but almost never measured directly. | ||
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| 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. Parameter values generally depend on both the PV | ||
| module technologies and the mounting conditions of the module. | ||
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| Another way to classify temperature models is whether they account for | ||
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| the thermal inertia of a PV module. Temperature models are either: | ||
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| - *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. | ||
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| Other effects that temperature models may consider include the | ||
| photoconversion efficiency and radiative cooling. | ||
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| The temperature models currently available in pvlib are summarized in the | ||
| following table: | ||
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| +-------------------------------------------+--------+------------+---------------------------------------------------------------------------+ | ||
| | Model | Type | Transient? | Inputs | | ||
| | | | +----------------+---------------------+------------+-----------------------+ | ||
| | | | | POA irradiance | Ambient temperature | Wind speed | Downwelling IR [#f1]_ | | ||
| +===========================================+========+============+================+=====================+============+=======================+ | ||
| | :py:func:`~pvlib.temperature.faiman` | either | | ✓ | ✓ | ✓ | | | ||
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| +-------------------------------------------+--------+------------+----------------+---------------------+------------+-----------------------+ | ||
| | :py:func:`~pvlib.temperature.faiman_rad` | either | | ✓ | ✓ | ✓ | ✓ | | ||
| +-------------------------------------------+--------+------------+----------------+---------------------+------------+-----------------------+ | ||
| | :py:func:`~pvlib.temperature.fuentes` | cell | ✓ | ✓ | ✓ | ✓ | | | ||
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| +-------------------------------------------+--------+------------+----------------+---------------------+------------+-----------------------+ | ||
| | :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 | | ✓ | ✓ | ✓ | | | ||
| +-------------------------------------------+--------+------------+----------------+---------------------+------------+-----------------------+ | ||
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| .. [#f1] Downwelling infrared radiation. | ||
| In addition to the core models above, pvlib provides several other functions | ||
| for temperature modeling: | ||
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| - :py:func:`~pvlib.temperature.prilliman`: an "add-on" model that reprocesses | ||
| the output of a steady-state model to apply transient effects. | ||
| - :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. | ||
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| Model parameters | ||
| ---------------- | ||
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| 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 and mounting | ||
| configurations. | ||
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| Module-specific values can be obtained via testing, for example following | ||
| the IEC 61853-2 standard. | ||
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| Parameter values for one model (e.g. ``u0``, ``u1`` for :py:func:`~pvlib.temperature.faiman`) | ||
| can be converted to another model (e.g. ``u_c``, ``u_v`` for :py:func:`~pvlib.temperature.pvsyst_cell`) | ||
| using :py:class:`~pvlib.temperature.GenericLinearModel`. | ||
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| Currently, pvlib provides no functionality for fitting parameter values | ||
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Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. You could consider including references to:
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Author
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I'm not sure pointing to external functionality makes sense for these pages. Let's save that for a potential follow-up.
Member
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. 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. |
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| using measured temperature. | ||
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