How to measure complementarity between wind speed and radiation?The Kendall CC, Spearman CC, and fluctuation coefficient are combined to construct a comprehensive measure of the complementarity between wind speed and radiation, which provides a reliable tool for quantitatively evaluating the complementary characteristics of wind and solar energy. 2. A copula-based wind-solar complementarity coefficient R.
Does complementarity support integration of wind and solar resources?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.
What is the complementary coefficient between wind power stations and photovoltaic stations?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.).
Which cluster of wind power stations exhibit the weakest complementarity with radiation?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.
How to analyze complementarity of wind and solar energy?Analyzing the complementarity of wind and solar energies requires the collection of multidisciplinary information, in which the primary criterion for deliberating the implementation of hybrid systems is related to mapping the weather conditions of a given location.
Do wind and solar resources have a complementarity metric system?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 test
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
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Feb 29, 2024 · In the off-grid wind-solar complementary power generation system, in order to effectively use the wind generator set and solar cell array to generate electricity to meet the
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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
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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
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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
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Solar and wind resources vary across space and time, affecting the performance of renewable energy systems. Global land-based complementarity between
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A communication base station and wind-solar complementary technology, which is applied in photovoltaic power stations, photovoltaic power generation,
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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
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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
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Aug 15, 2020 · The anticipated greater penetration of the variable renewable energies wind and solar in the future energy mix could be facilitated by exploiting their complementarity, thereby
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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
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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
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Jun 1, 2024 · Energy complementarity is a promising approach in the realm of renewable energy systems, enabling the integration of multiple energy sources to achieve a stable and
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System stability and reliability: the combination of solar photovoltaic power generation + wind power generation + energy storage system +MPT is adopted, which has strong
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Nov 15, 2023 · Highlights • Complementarity of wind and solar resources requires mapping analyses for hybrid system feasibility • The mapping analyses can be performed using data
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Sep 11, 2023 · This review aims to identify the available methodologies, data, and techniques for mapping the potential of solar and wind energy and its complementarity and to provide
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Jan 15, 2024 · Further, based on the model group for quantifying contributions and the compensation electricity contribution value, this paper proposes the benefit compensation
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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
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Aug 10, 2020 · Understanding the spatiotemporal complementarity of wind and solar power generation and their combined capability to meet the demand of
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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
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Sep 1, 2024 · Aiming at the problem that the existing correlation analysis can''t clearly describe the change characteristics of wind power and photovoltaic,
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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
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Sep 1, 2024 · Wind and solar power joint output can smooth individual output fluctuations, particularly in provinces and seasons with richer wind and solar resources. Wind power output
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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
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Dec 30, 2024 · Finally, several policy recommendations for the design of wind-solar hybrid power systems were offered, emphasizing the importance of wind-solar complementarity, the
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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
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Mar 29, 2023 · It defines the first and second types of complementary indicators and analyzes four complementary modes: wind-wind, wind-solar, solar-solar,
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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
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Jul 10, 2019 · Abstract The inherent complementarity of wind and solar energy resources is beneficial to smooth aggregate power and reduce ramp reserve
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Aug 1, 2020 · Results show that wind-solar complementarity significantly increases grid penetration compared to stand-alone wind/solar systems
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Dec 16, 2015 · Cellular base stations powered by renewable energy sources such as solar power have emerged as one of the promising solutions to these issues.
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Jan 27, 2025 · Science and Technology for Energy Transition 80, 17 (2025) Regular Article Multi-timescale scheduling optimization of cascade hydro-solar complementary power stations
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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
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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
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Feb 21, 2021 · The results revealed that: The temporal complementarity between solar and wind resources exists mostly on a seasonal scale and is almost negligible for daily and hourly
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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
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The Kendall CC, Spearman CC, and fluctuation coefficient are combined to construct a comprehensive measure of the complementarity between wind speed and radiation, which provides a reliable tool for quantitatively evaluating the complementary characteristics of wind and solar energy. 2. A copula-based wind-solar complementarity coefficient R
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.
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.
Analyzing the complementarity of wind and solar energies requires the collection of multidisciplinary information, in which the primary criterion for deliberating the implementation of hybrid systems is related to mapping the weather conditions of a given location.
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.
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