The intermittent nature of wind and solar sources poses a complex challenge to grid operators in forecasting electrical energy production. Numerous studies have shown that
This study constructed a multi-energy complementary wind-solar-hydropower system model to optimize the capacity configuration of wind, solar, and hydropower, and
This article proposes a coupled electricity-carbon market and wind-solar-storage complementary hybrid power generation system model, aiming to maximize energy
First, with the objective of maximizing power generation benefit from the multi-energy complementary system, the Deep Q Network (DQN) method in deep reinforcement
At present, although the complementary technology of wind and solar energy storage has been studied and applied to a certain extent in the power system, most research
Finally, several policy recommendations for the design of wind-solar hybrid power systems were offered, emphasizing the importance of wind-solar complementarity, the
The multi-energy complementary power generation system, incorporating wind, solar, thermal, and storage energy sources, plays a crucial role in facilitating the coexistence
To address this challenge, this article proposes a coupled electricity-carbon market and wind-solar-storage complementary hybrid power generation system model, aiming
This study proposes a bi-level optimization configuration method for energy storage in wind–solar–fossil fuel complementary energy systems considering source-load
After considering the shortcomings of research on battery energy storage life loss and its coordinated use in optimization scheduling, this article constructs a wind–solar
complementary nature of wind and solar energy provides a theoretical basis for designing efficient and reliable hybrid renewable energy systems. By optimizi g the combination of wind and solar
In addition, the authors found that the complementary strength between wind and solar power could be enhanced by adjusting their proportions. This study highlights that
Complementary multi-energy power generation systems are a promising solution for multi-energy integration and an essential tool for diversifying renewable energy sources.
Driven by the development of renewable energy systems, recent research trends have mainly focused on complementary power generation systems. In terms of using
Based on the existing installed capacity of local wind power, a concentrating solar power (CSP) station and its energy storage system are configured, and a two-layer
The increasing integration of wind and photovoltaic energy into power systems brings about large fluctuations and significant challenges for power absorption.
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
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
To address this, we develop a medium-long-term complementary dispatch model incorporating short-term power balance for an integrated hydro-wind-solar-storage system. This model is
Renewable energy resources are abundant and developing rapidly in the power industry. This article establishes a wind-solar energy storage hybrid power generati
This work proposes a stochastic simulation model of renewable energy generation that explores several complementary effects between wind and photovoltaic
To address challenges such as consumption difficulties, renewable energy curtailment, and high carbon emissions associated with large-scale wind and solar power
Based on the day-ahead scheduling strategy coupling energy storage system proposed in this study, three different scenarios are considered: highly complementary wind
In order to ensure the stable operation of the system, an energy storage complementary control method for wind-solar storage combined power generation system under opportunity constraints is
The rapid growth and variability of wind and photovoltaic power generation have increased the reliance on hydroelectricity for regulation. A hybrid pumped storage hydropower
IES (The Integrated Energy System), consisting of distributed wind and solar power generation and multiple types of loads for cooling, heating, and electrical systems, is an
Multi-energy complementary systems that integrate wind, solar, and hydropower have become crucial for enhancing energy supply efficiency and stability. However, existing
Abstract Wind power generation and photovoltaic power generation are one of the most mature ways in respect of the wind and solar energy development and utilization,
IES (The Integrated Energy System), consisting of distributed wind and solar power generation and multiple types of loads for cooling, heating, and electrical systems, is an
This article proposes a coupled electricity-carbon market and wind-solar-storage complementary hybrid power generation system model, aiming to maximize energy complementarity benefits and
As the proportion of wind and photovoltaic power plants characterized by intermittency and volatility in the electric power system is increasing continuously, it restricts
After considering the shortcomings of research on battery energy storage life loss and its coordinated use in optimization scheduling, this article constructs a wind–solar energy storage multi-energy
In this paper, the complementary output potential of wind-solar-hydro power every 15 min in 31 Chinese provinces is evaluated by developing a multi-objective optimization model
