In order to solve the problem of long calculation time of insulated gate bipolar transistor (IGBT) junction temperature, the XGBoost machine learning algorithm is used to calculate IGBT junction temperature i.
What is PV module capacity & solar inverter capacity ratio?
The PV module capacity and solar inverter capacity ratio are commonly referred to as capacity ratio. Reasonable capacity ratio design needs to be considered comprehensively in the light of the specific project.
What is PV system capacity ratio?
Usually in a photovoltaic power generation system, PV system capacity ratio R s is the ratio of the rated power of the PV array to the PV inverter, which can be expressed as (3) R s = P pv, rated P inv, rated Fig. 6. PV system capacity ratio and power limit. When the PV system capacity ratio is greater than 1, there will be excess power supply.
PV system capacity ratio and power limit. When the PV system capacity ratio is greater than 1, there will be excess power supply. The output power should be maintained when the photovoltaic array power supply is lower than the power limit level.
The literature considers the capacity ratio of photovoltaic panels, and designs the rated power of photovoltaic arrays higher than that of photovoltaic inverters, so that more power can be generated during off-peak periods. However, during the peak period, the PV output power is large, thus causing damage to the photovoltaic inverter.
This approach applies to not just capacity values but also to costs and operation characteristics. For example, the AC capacity factor for solar PV facilities operating in 2017 was 27%. If this value were estimated using DC capacity, the DC capacity factor would be about 22%.
When the optimal PV system capacity ratio and power limit value are taken, the annual damage of the IGBT in the photovoltaic inverter is 0.847% and the net increase of power generation is 8.31%, realizing the increase of photovoltaic power generation while the annual damage of IGBT and power generation loss due to power limit is relatively low.