Trends in China's polycrystalline silicon production and capacity changes. However, the photovoltaic (PV) industry chain is currently facing severe structural challenges.
There is a lack of dynamic spillover effect analysis of price fluctuations in the photovoltaic industry chain market from the multi-dimensional perspectives of time-frequency domain, time delay and periodicity, making it difficult to capture the risk transmission intensity and optimal response cycle at a specific time point.
In addition, the dynamic risk hedging strategies among key material markets in the photovoltaic industry provide empirical evidence for industry stakeholders and policymakers to implement risk management strategies.
Spillover effects among markets are significantly higher in the high-frequency domain than in the medium- and low-frequency domains, indicating that risk spillovers within the photovoltaic industry chain are predominantly driven by high-frequency components—that is, they are mainly concentrated in the short term 70.
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