TY - JOUR
T1 - Risk management of renewable power producers from co-dependencies in cash flows
AU - Bhattacharya, Saptarshi
AU - Gupta, Aparna
AU - Kar, Koushik
AU - Owusu, Abena
N1 - Publisher Copyright:
© 2019 Elsevier B.V.
PY - 2020/6/16
Y1 - 2020/6/16
N2 - Increasing adoption of renewable energy, which is inherently intermittent, poses several business risks for renewable energy producers. We identify the core co-dependencies of electricity demand, temperature and radiation risk exposures of a solar energy producer at different times of the year, which offer a valuable risk mitigation opportunity. By capturing the co-dependencies in a vector autoregressive, multivariate GARCH model, we investigate the extent of natural hedge embedded in the solar energy producer's cash flows. We further develop the framework to use explicit optimal cross hedging strategies for risk mitigation using temperature-based weather derivatives. We find that there is significant benefit of natural hedge in certain months of the year, while in others, explicit hedges can effectively modify risk exposure.
AB - Increasing adoption of renewable energy, which is inherently intermittent, poses several business risks for renewable energy producers. We identify the core co-dependencies of electricity demand, temperature and radiation risk exposures of a solar energy producer at different times of the year, which offer a valuable risk mitigation opportunity. By capturing the co-dependencies in a vector autoregressive, multivariate GARCH model, we investigate the extent of natural hedge embedded in the solar energy producer's cash flows. We further develop the framework to use explicit optimal cross hedging strategies for risk mitigation using temperature-based weather derivatives. We find that there is significant benefit of natural hedge in certain months of the year, while in others, explicit hedges can effectively modify risk exposure.
KW - Cooling/Heating degree days (CDD/HDD)
KW - Cross hedging
KW - Optimal hedge
KW - Vector auto-regression
KW - Volatility dynamics
UR - http://www.scopus.com/inward/record.url?scp=85077742208&partnerID=8YFLogxK
U2 - 10.1016/j.ejor.2019.11.069
DO - 10.1016/j.ejor.2019.11.069
M3 - Article
AN - SCOPUS:85077742208
SN - 0377-2217
VL - 283
SP - 1081
EP - 1093
JO - European Journal of Operational Research
JF - European Journal of Operational Research
IS - 3
ER -