Assessment of plum rain’s impact on power system emissions in Yangtze-Huaihe River basin of China

Nature Communications - Tập 12 Số 1
Guangsheng Pan1, Qinran Hu1, Wei Gu1, Shixing Ding2, Haifeng Qiu1, Yuping Lu1
1School of Electrical Engineering, Southeast University, Nanjing, China, 210096
2School of Cyber Science and Engineering, Southeast University, Nanjing, China, 210096

Tóm tắt

AbstractAs a typical climate that occurs in the Yangtze-Huaihe River basin of China with a size of 500,000 km2, plum rain can reduce the photovoltaic (PV) potential by lowering the surface irradiance (SI) in the affected region. Based on hourly meteorological data from 1980 to 2020, we find that plum rain can lower the SI in the affected region with a weekly peak drop of more than 20% at the most affected locations. This SI drop, coupled with a large number of deployed PV systems, can cause incremental CO2 emissions (ICEs) of local power systems by increasing the additional thermal power. Using a cost optimization model, we demonstrate that the ICEs in 2020 already reached 1.22 megatons and could range from 2.21 to 4.73 megatons, 3.47 to 7.19 megatons, and 2.97 to 7.43 megatons in 2030, 2040, and 2050, respectively, considering a change trend interval of a ±25% fluctuation in power generation and demand in the different years. To offset these ICEs, we compare four pathways integrated with promising technologies. This analysis reveals that the advanced deployment of complementary technologies can improve the PV utilization level to address climate impacts.

Từ khóa


Tài liệu tham khảo

Wang, H. et al. China’s CO2 peak before 2030 implied from characteristics and growth of cities. Nat. Sustain. 2, 748–754 (2019).

Bertram, C. et al. Energy system developments and investments in the decisive decade for the Paris Agreement goals. Environ. Res. Lett. 16, 074020 (2021).

Central Finance and Economics Committee. This meeting planned the “14th Five-Year” carbon peak and carbon neutral work “construction drawings”. http://www.gov.cn/xinwen/2021-03/16/content_5593348.htm (2021).

National Energy Administration. Formulate more active new energy development goals and accelerate the promotion of carbon peaking and carbon neutrality. https://finance.sina.cn/esg/2021-02-02/detail-ikftpnny3458188.d.html?cre=cj (2021).

International Energy Agency. Solar. https://www.iea.org/fuels-and-technologies/solar (2021).

Yan, J. et al. City-level analysis of subsidy-free solar photovoltaic electricity price, profits and grid parity in China. Nat. Energy 4, 709–717 (2019).

International Energy Agency. Renewables. https://www.iea.org/reports/renewables-2020/solar-pv#abstract (2020).

China Meteorological Administration. Plum Rain Monitoring Indicators. http://www.cma.gov.cn/kppd/kppdrt/201607/t20160701_315499.html (2016).

Zhu, N. et al. Spatiotemporal change of plum rains in the Yangtze River Delta and its relation with EASM, ENSO, and PDO during the period of 1960–2012. Atmosphere 10, 258 (2019).

Super long! violence! Break the extreme value! Big data resumes the 2020 rainy season. https://baijiahao.baidu.com/s?id=1673087234979495212&wfr=spider&for=pc (2020).

van Ruijven, B. J., De Cian, E. & Sue Wing, I. Amplification of future energy demand growth due to climate change. Nat. Commun. 10, 2762 (2019).

Allen, M. et al. Impacts of climate change on sub-regional electricity demand and distribution in the southern United States. Nat. Energy 1, 16103 (2016).

Sweerts, B. et al. Estimation of losses in solar energy production from air pollution in China since 1960 using surface radiation data. Nat. Energy 4, 657–663 (2019).

Feron, S. et al. Climate change extremes and photovoltaic power output. Nat. Sustain. 4, 270–276 (2021).

Gao, M. et al. Secular decrease of wind power potential in India associated with warming in the Indian Ocean. Sci. Adv. 4, eaat5256 (2018).

Santos da Silva, S. R. et al. Power sector investment implications of climate impacts on renewable resources in Latin America and the Caribbean. Nat. Commun. 12, 1276 (2021).

Arias, M. E. et al. Impacts of climate change and deforestation on hydropower planning in the Brazilian Amazon. Nat. Sustain. 3, 430–436 (2020).

Gernaat, D. E. H. J. et al. Climate change impacts on renewable energy supply. Nat. Clim. Chang. 11, 119–125 (2021).

Perera, A. T. D. et al. Quantifying the impacts of climate change and extreme climate events on energy systems. Nat. Energy 5, 150–159 (2020).

Yalew, S. G. et al. Impacts of climate change on energy systems in global and regional scenarios. Nat. Energy 5, 794–802 (2020).

National PV cumulative installed capacity ranking in 2020! https://new.qq.com/rain/a/20210209A0DKWT00 (2020).

State Grid Energy Research Institute. China Energy & Electricity Outlook (China Electric Power Press, 2019).

Parvania, M. & Fotuhi-Firuzabad, M. Demand response scheduling by stochastic SCUC. IEEE Trans. Smart Grid 1, 89–98 (2010).

Sepulveda, N. A. et al. The design space for long-duration energy storage in decarbonized power systems. Nat. Energy 6, 506–516 (2021).

Albertus, P., Manser, J. S. & Litzelman, S. Long-duration electricity storage applications, economics, and technologies. Joule 4, 21–32 (2020).

Parkinson, B. et al. Levelized cost of CO2 mitigation from hydrogen production routes. Energy Environ. Sci. 12, 19–40 (2019).

Zhejiang Provincial Development and Reform Commission. Notice on Carrying out the 2020 Zhejiang Electric Power Demand Response Work. http://fzggw.zj.gov.cn/art/2020/11/20/art_1229123367_2131400.html (2020).

Saboori, H. & Hemmati, R. Considering carbon capture and storage in electricity generation expansion planning. IEEE Trans. Sustain. Energy 7, 1371–1378 (2016).

Guerra, O. J. et al. The value of seasonal energy storage technologies for the integration of wind and solar power. Energy Environ. Sci. 13, 1909–1922 (2020).

International Renewable Energy Agency. Green Hydrogen Cost Reduction: Scaling up Electrolysers to Meet the 1.5 °C Climate Goal. https://www.irena.org/publications/2020/Dec/Green-hydrogen-cost-reduction (2020).

McPherson, M., Johnson, N. & Strubegger, M. The role of electricity storage and hydrogen technologies in enabling global low-carbon energy transitions. Appl. Energy 216, 649–661 (2018).

Chen, S. et al. The potential of photovoltaics to power the belt and road initiative. Joule 3, 1895–1912 (2019).

Sherman, P., Chen, X. & McElroy, M. Offshore wind: an opportunity for cost-competitive decarbonization of China’s energy economy. Sci. Adv. 6, eaax9571 (2020).

Lu, T. et al. India’s potential for integrating solar and on- and offshore wind power into its energy system. Nat. Commun. 11, 4750 (2020).

Miskin, C. K. et al. Sustainable co-production of food and solar power to relax land-use constraints. Nat. Sustain. 2, 972–980 (2019).

National Climate Center. Meiyu monitoring indices. http://www.gb688.cn/bzgk/gb/newGbInfo?hcno=9E7EA80586ECADCBF5A65220782EDF1D (2017).

Gelaroa, R. et al. The modern-era retrospective analysis for research and applications, version 2 (MERRA-2). J. Clim. 30, 5419–5454 (2017).

Pfenninger, S. & Staffell, I. Long-term patterns of European PV output using 30 years of validated hourly reanalysis and satellite data. Energy 114, 1251–1265 (2016).

China Electricity Council. China Electric Power statistical yearbook 2020. http://www.stats.gov.cn/tjsj/tjcbw/202103/t20210329_1815748.html (2021).

China Power Knowledge. http://data.pkthinker.com/content (2021).

Global Energy Monitor. Global Coal Plant Tracker. https://endcoal.org/globalcoal-plant-tracker/ (2021).

Meus, J., Poncelet, K. & Delarue, E. Applicability of a clustered unit commitment model in power system modeling. IEEE Trans. Power Syst. 33, 2195–2204 (2018).

Arbabzadeh, M. et al. The role of energy storage in deep decarbonization of electricity production. Nat. Commun. 10, 3413 (2019).

Wang, J. et al. Exploring the trade-offs between electric heating policy and carbon mitigation in China. Nat. Commun. 11, 6054 (2020).

Ministry of Ecology and Environment of the People’s Republic of China, National Development and Reform Commission & National Energy Administration Work. Plan of Full Implementing Ultra-Low Emission Policy and Energy Saving Transformation for Coal-Fired Power Plants (Ministry of Ecology and Environment of the People’s Republic of China, 2015).

Morales-España, G. & Tejada-Arango, D. A. Modeling the hidden flexibility of clustered unit commitment. IEEE Trans. Power Syst. 34, 3294–3296 (2019).

He, G. et al. Utility-scale portable energy storage systems. Joule 5, 1–4 (2021).