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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 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 not directly related to PV | ||
| efficiency. | ||
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| - *cell temperature*: the temperature of the PV cell itself. The relevant | ||
| temperature for PV modeling, but almost never measured directly. | ||
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| Cell temperature is typically thought to be slightly higher than module | ||
| temperature. | ||
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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. Different parameter values may be used for different PV | ||
| module technologies and/or 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 variation in | ||
| 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 | | ||
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| +===========================================+========+============+================+=====================+============+================+ | ||
| | :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 | | ✓ | ✓ | ✓ | | | ||
| +-------------------------------------------+--------+------------+----------------+---------------------+------------+----------------+ | ||
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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. | ||
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| Module-specific values can be obtained via testing, for example following | ||
| the IEC 61853-2 standard. | ||
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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:
Member
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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| Other functions | ||
| --------------- | ||
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| pvlib also provides a few other functions for temperature modeling: | ||
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| - :py:func:`~pvlib.temperature.prilliman`: an "add-on" model that introduces | ||
| transience to steady-state models. | ||
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| - :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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