Minimising the levelised cost of electricity for bifacial solar panel arrays using Bayesian optimisation

@article{Tillmann2020MinimisingTL,
  title={Minimising the levelised cost of electricity for bifacial solar panel arrays using Bayesian optimisation},
  author={Peter Tillmann and Klaus J{\"a}ger and Christiane Becker},
  journal={Sustainable Energy \& Fuels},
  year={2020}
}
Bayesian optimisation yields up to 23% lower levelised cost of electricity of bifacial solar farms. 
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References

SHOWING 1-10 OF 44 REFERENCES
Towards large-scale deployment of bifacial photovoltaics
Low photovoltaic module costs imply that increasing the energy yield per module area is now a priority. We argue that modules harvesting sunlight from both sides will strongly penetrate the market
A review of crystalline silicon bifacial photovoltaic performance characterisation and simulation
This paper presents a review on crystalline silicon bifacial PV performance characterisation and simulation to facilitate new research developments for bifacial PV technology and implementation in
Optimum Array Spacing in Grid-Connected Photovoltaic Systems considering Technical and Economic Factors
TLDR
A comprehensive methodology for optimizing the array spacing is proposed, based on annual shading energy calculations and incorporates a PV energy yield model together with an economic model focused on investment costs that will be useful for PV designers to improve the energetic and economic behavior of their systems.
A Practical Irradiance Model for Bifacial PV Modules
A model, suitable for a row or multiple rows of photovoltaic (PV) modules, is presented for estimating the backside irradiance for bifacial PV modules. The model, which includes the effects of
Economic feasibility of bifacial silicon solar cells
Bifacial solar cells and modules are a promising approach to increase the energy output of photovoltaic systems, and therefore decrease levelized cost of electricity (LCOE). This work discusses the
PV systems based on bifacial modules: Performance simulation vs. design factors
Simulation of energy gain due to contribution of modules back is discussed in dependence of design factors of the PV system created based on bifacial modules. This energy gain is most influential by
...
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