Mar 18, 2025 · To address the challenges posed by the direct integration of large-scale wind and solar power into the grid for peak-shaving, this paper proposes
Oct 1, 2020 · Different wind/solar ratios affected the stability of hybrid wind-solar energy through a unimodal relationship, allowing us to produce a map of optimal wind/solar ratios throughout
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
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 1, 2023 · The introduction of CSP power stations in wind power generation means to improve the absorption capacity of wind power generation by means of energy complementarity and
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
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
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
Download Citation | On Nov 1, 2024, Hang Xu and others published A novel metric for evaluating hydro-wind-solar energy complementarity | Find, read and cite all the research you need on
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
Feb 15, 2023 · The results indicated that (1) there is a complementarity between wind and solar resources throughout China, and the regions rich in wind and solar resources, such as the
Sep 15, 2023 · The framework firstly estimates the technical potential of solar PV and wind energy across the country by using 40 years of hourly meteorological reanalysis data (1980–2020),
Mar 1, 2025 · In this paper, a wind-solar energy complementarity coefficient is constructed based on the Copula function, which realizes the accurate and efficient characterization of the
Feb 6, 2025 · Studying the complementarity between wind and solar energy is crucial for optimizing the use of these renewable resources. Multi-energy compensation systems need to
Apr 1, 2024 · We build upon this previous literature (summarized in Table 1) and present a comprehensive study of wind-solar complementarity in Europe combining three dimensions: (i)
Jun 21, 2025 · China has abundant hydropower sources, mainly distributed in the main streams of great rivers.These regions are also rich in wind and solar energy sources; thus, the generation
Oct 1, 2024 · In this study, well-validated and used high-resolution reanalysis data were used to explore the complementarity between wind and solar power on multiple time scales across
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
Beyond their individual effects on wind and solar energy, low-carbon modes notably improve the efficiency of wind and solar energy utilization, enhancing the synergistic benefits of renewable
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
Mar 15, 2019 · The inherent complementarity of wind and solar energy resources is beneficial to smooth aggregate power and reduce ramp reserve capacity. This article proposes a
Mar 1, 2025 · While the methodology can be effectively tailored to any location where power generation complementarity exists, in this paper, it was specifically crafted for regions with
Aug 15, 2025 · Given that wind and solar energy are distinct forms of energy within the same physical field and are typically developed simultaneously in clean energy bases, it is essential
Mar 1, 2025 · A measure of wind-solar complementarity coefficient R is proposed in this paper. Utilizes the copula function to settle the Spearman and Kendall correlation coefficients
Oct 1, 2016 · A strong complementarity exists if a complementary component is crucial for the value or performance of the focal element and non-substitutable. In some cases,
Utilizing the clustering outcomes, we computed the complementary coefficient R between the wind speed of wind power stations and the radiation of photovoltaic stations, resulting in the following complementary coefficient matrix (Fig. 17.).
Analysis of the matrix reveals that the 4th, 5th, 7th, and 8th clusters of wind power stations exhibit the weakest complementarity with the radiation of photovoltaic stations. In contrast, the 5th, 7th, 8th, and 10th clusters of photovoltaic stations similarly demonstrate poor complementarity with the wind speed of wind power stations.
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.
Studying the complementarity between wind and solar energy is crucial for optimizing the use of these renewable resources. Multi-energy compensation systems need to consider multiple metrics, and current research relies on the correlation of single metrics to study this complementarity.
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.
Previous studies have primarily used the Pearson correlation coefficient (CC) and similar metrics to evaluate the complementarity of wind and solar resources. For instance, Che et al. directly calculated Pearson CC to analyze the complementarity between wind and solar power and between wind and hydropower.
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