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Crystalline PV efficiency: highest laboratory cells vs. average commercial modules. Data: Christensen (1985); Maycock (1994, 2002); Grubb and Vigotti (1997); Menanteau (2000); Green et al. (2001). 

Crystalline PV efficiency: highest laboratory cells vs. average commercial modules. Data: Christensen (1985); Maycock (1994, 2002); Grubb and Vigotti (1997); Menanteau (2000); Green et al. (2001). 

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The extent and timing of cost-reducing improvements in low-carbon energy systems are important sources of uncertainty in future levels of greenhouse-gas emissions. Models that assess the costs of climate change mitigation policy, and energy policy in general, rely heavily on learning curves to include technology dynamics. Historically, no energy te...

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... raise capital and to take on the risk of large investments that enable construction of large manufacturing facilities appear to have played much bigger roles than learning by experience in enabling cost reductions. These results support Dutton and Thomas (1984)’ finding that “sometimes much of what is attributed to experience is due to scale.” Learning-by-doing is only one of several reasons behind the doubling in commercial module efficiency. Data on the highest laboratory cell efficien- cies over time shows that of the 16 advances in efficiency since 1980 (Surek, 2003) 15 , only six were accomplished by firms that manufacture commercial cells. Most of the improvements were accomplished by universities, none of which would have learned from experience with large-scale production. That government and university R&D programs produced 10 of the 16 breakthroughs in cell efficiency while producing a trivial amount of the industry’s cumulative capacity suggests that the effect of learning-by-doing on improving module efficiency is weak. Further, the rapid rise in laboratory cell efficiency from 1983-1990 (Fig. 6) immediately followed the unprece- dented $ 1.5b investment in worldwide PV R&D in the previous 5 years (IEA, 2005). Experience may help firms generate ideas for incremental efficiency improvements. It may also play a role in facilitating the transition from producing efficient cells of a few watts in a laboratory to producing large modules that can operate reliably under ambient conditions. Still, ...

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... Experience curves for solar PV systems available in the literatures have been analyzed to derive a learning factor based on assumptions on annual growth rates of PV installations. These curves are based on the theory that experience reduces costs and that as a result costs decline in logarithmic proportion to increases in cumulative capacity (Nemet, 2006). Experience curves for the module price display a historic learning rate of 22% in the range period 1976-2010. ...
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... For many years, the price of modules has followed a well-documented learning curve of a 20% reduction for every doubling of global module shipments (see Appendix C). A module manufacturer benefits from the shared knowledge and experience gained at all of its global factories (Nemet 2006). For example, First Solar has often touted the benefits of its Copy Smart production approach, which includes standard process and facility designs. ...
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