Feb 15, 2023 · Additionally, the proposed complementarity index can be used to optimize the installed capacity ratio of wind and solar power in a hybrid system. The proposed
In China, 54.29% of the weather stations have good complementarity of wind- and solar-energy resources on the interannual scale, but 45.71% of the weather stations are not suitable for
Feb 29, 2024 · In remote areas far from the power grid, such as border guard posts, islands, mountain weather stations, communication base stations, and other places, wind power and
Oct 15, 2021 · An assessment of the wind and solar PV generation local complementarity using correlation and energy-based metrics.
Sep 1, 2023 · Since wind power and solar PV are specifically intermittent and space-heterogeneity, an assessment of renewable energy potential considering the variability of wind
Feb 15, 2023 · To this end, we propose a novel variation-based complementarity metrics system based on the description of series'' fluctuation characteristics from quantitative and contoured
Oct 1, 2024 · The instability of wind and solar power hinders their penetration into electrical transmission networks. Hybrid wind-solar power generation can mitigate the instability of wind
Oct 16, 2023 · In the quest to scientifically develop power systems increasingly reliant on renewable energy sources, the potential and temporal
Jun 1, 2020 · The spread use of both solar and wind energy could engender a complementarity behavior reducing their inherent and variable characteristics what would improve predictability
Oct 27, 2016 · Abstract: Wind-solar hybrid power system based on the wind energy and solar energy is an ideal and clean solution for the power supply of communication base station,
A wind-solar hybrid and power station technology, applied in the field of communication, can solve problems such as the difficulty of power supply for communication base stations, and achieve
Jan 1, 2020 · One of the commonly mentioned solutions to overcome the mismatch between demand and supply provided by renewable generation is a hybridization of two or more energy
Mar 28, 2022 · This article aims to reduce the electricity cost of 5G base stations, and optimizes the energy storage of 5G base stations connected to wind turbines and photov
Dec 30, 2024 · Optimised configuration of multi-energy systems considering the adjusting capacity of communication base stations and risk of network congestion
Jul 1, 2023 · Wind and solar resources have been reported to be highly intermittent and site specific [9]. Thus, successful implementation of the duo system will require thorough resource
Jan 15, 2024 · Under the goal of global carbon reduction, hydropower-wind-photovoltaic complementary operation (HWPCO) in the clean energy base (CEB) has become the key to
Since the base station has base station maintenance personnel, the system can be equipped with diesel generators for use in case of insufficient solar and
Oct 15, 2021 · To overcome the shortcomings of wind-solar-hydro hybrid generation system that different energy sources have greatly different data features and complex fluctuation
Oct 7, 2022 · Spatial distribution of complementarity of wind-energy resources and solar-energy resources based on total available resources per year in
Oct 15, 2021 · The research employs Kendall''s Tau correlation as the complementarity metric between global solar and wind resources and a pair of indicators such as the solar share and
May 15, 2019 · A detailed case study is undertaken in a basin with wind farms and solar arrays in Southwest China, and the simulation results demonstrate the potential of a large-scale
Jun 21, 2025 · With the extra connection of wind/solar new energy, the dispatching of hydro-wind-solar complementation system becomes more complicated than that of conventional
Aug 10, 2020 · Understanding the spatiotemporal complementarity of wind and solar power generation and their combined capability to meet the demand of
Jul 10, 2019 · Abstract The inherent complementarity of wind and solar energy resources is beneficial to smooth aggregate power and reduce ramp reserve
Dec 1, 2021 · The hourly load demand can be effectively met by the LM-complementarity between wind and solar power. The optimal LM-complementarity scenario effectively eliminates the anti
Nov 15, 2023 · The paper framework is divided as: 1) an introduction with gaps and highlight; 2) mapping wind and solar potential techniques and available data to perform it; 3) a review of
Dec 9, 2021 · Taking wind power stations, photovoltaic stations and hydropower stations in a province of Southwest China as examples, the complementary operation characteristics of
Mar 1, 2014 · In such a system wind and solar electricity production profiles should complement each other as much as possible in order to minimise the need of storage and additional
Aug 15, 2025 · The southeastern region will see significant growth in wind and solar energy potential, while the western and northern regions will experience declines. 3) Wind-solar
Jul 1, 2024 · A seasonal and monthly complementarity was observed between the wind and solar energy. However, when considering daily patterns, the wind
Mar 25, 2022 · This research is devoted to the development of software to increase the efficiency of autonomous wind-generating substations using panel structures, which will allow the use of
May 1, 2022 · China''s goal of being carbon-neutral by 2060 requires a green electric power system dominated by renewable energy. However, the potential of wind and solar alone to
Feb 15, 2023 · The complementarity between wind and solar resources is considered one of the factors that restrict the utilization of intermittent renewable power so
Dec 15, 2024 · Changes in wind and solar energy due to climate change may reduce their complementarity, thus affecting the stable power supply of the power system. This paper
Oct 1, 2016 · From a sectoral perspective though, hydropower from reservoirs is complementary to wind energy. As wind energy is fluctuating, hydropower is well suited to cover demand in
Dec 15, 2017 · The wind-sun complementarity maps of various regions in China for the whole year and four seasons are further built by using the k-means clustering algorithm with τ as the
Sep 23, 2024 · The intermittency, randomness and volatility of wind power and photovoltaic power generation bring trouble to power system planning. The capacity configuration of integrated

The LM-complementarity between wind and solar power is superior to that between wind or solar power generated in different regions. The hourly load demand can be effectively met by the LM-complementarity between wind and solar power.
Monforti et al. assessed the complementarity between wind and solar resources in Italy through Pearson correlation analysis and found that their complementarity can favourably support their integration into the energy system. Jurasz et al. simulated the operation of wind-solar HES for 86 locations in Poland.
To this end, we propose a novel variation-based complementarity metrics system based on the description of series’ fluctuation characteristics from quantitative and contoured dimensions. From this, the complementarity between wind and solar resources in China is assessed, and the trend and persistence are tested.
Wind and solar energy complement each other well from seasonal to hourly scales. Wind-solar hybrid power generation boosts availability 15%–25 % vs. single sources. Wind-solar hybrid power ensures continuous renewable supply during daytime hours. Adjusting wind and solar proportions enhances their complementary strength.
The complementary development of wind and photovoltaic energy can enhance the integration of variable renewables into the future energy structure. It can be employed as a unified solution to address the discrepancy between the supply and demand of power within the power system .
The HS base exhibited the weakest complementary effect between wind and solar energy, characterized by a daytime SCW index exceeding 75 % owing to weak wind energy. However, the WSS index did not reach 100 %, and the nighttime WCS index was approximately 25 % (Fig. 5 e and f). 3.3. Optimal proportion of wind and solar
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