Aleh Cherp
Professor, Coordinator of the MESPOM Consortium
Rethinking S-curves for policy-driven energy technologies
Author
Summary, in English
Debates about the future of wind and solar power are often framed around a false binary: either these technologies will continue accelerating or they are already losing momentum. Both views assume that renewables follow an S-curve with near-exponential expansion followed by slowdown. Using national deployment data, we show that renewables’ growth departs from ideal S-curves. Instead, it proceeds through a formative phase of erratic growth, followed by takeoff and brief acceleration that ends at low levels of market penetration (≈3% of electricity generation). Renewables then enter a prolonged steady growth phase punctuated by pulses of acceleration and deceleration, with an overall cruising speed that is slower than the first growth peak (≈0.7 percentage points [p.p.] year−1; interquartile range [IQR]: 0.4–1.5 for wind and 0.3–1.9 for solar). We develop diagnostic tools and metrics for these phases. Hindcasting shows that these outperform year-on-year trends and fitted S-curve parameters. Peak growth in front-runner countries provides a reliable upper bound for global expansion.
Department/s
- The International Institute for Industrial Environmental Economics
Publishing year
2026
Language
English
Publication/Series
Joule
Document type
Article
Publisher
Cell Press
Topic
- Energy Engineering
Keywords
- backtesting
- climate change mitigation
- energy transitions
- growth models
- renewable energy
- S-curves
- solar PV
- technology diffusion
- time series forecasting
- wind energy
- SDG 7 - Affordable and Clean Energy
- SDG 13 - Climate Action
Status
E-pub ahead of print
ISBN/ISSN/Other
- ISSN: 2542-4351