Abstract Solar energy is a highly sustainable, clean, and accessible energy source. Forecasting solar power generation in greenhouses is a critical element for developing sustainable,
Abstract Accurate forecasts of photovoltaic power generation (PVPG) are essential to optimize oper-ations between energy supply and demand. Recently, the propagation of sensors and smart meters
This study constructed a holistic, intelligent, and high-efficiency hybrid solar energy system based on AI-driven solar tracking, smart material-based PV enhancement, adaptive
In this regard, adaptive facades may adjust to various design criteria like shading, solar gain, privacy and ventilation [6, 7]. As one of the important
With 189 member countries, staff from more than 170 countries, and offices in over 130 locations, the World Bank Group is a unique global partnership: five
More recently, interfacial solar-driven evaporation has emerged as a sustainable method for generating clean water using solar energy.
This study employs virtual synchronous generator (VSG) control technology and proposes an adaptive inertia control method based on an improved active power loop to enhance the
This research paper presents an innovative adaptive control technique for enhancing energy efficiency in grid-connected photovoltaic (PV) generation systems. By integrating an
Dynamic and Adaptive solar systems demonstrate a greater potential to enhance the satisfaction of occupants, in terms of indoor environment quality
In this paper, a domain adaptive deep learning-based framework is proposed to estimate solar power generation using weather features that can solve the aforementioned challenges.
The improved prediction models in this study can be scaled and adapted to urban settings, enhancing the reliability of distributed solar generation that forms a critical component of smart city energy
Artificial intelligence based hybrid solar energy systems with smart materials and adaptive photovoltaics for sustainable power generation Article Open access 19 May 2025
Solar photovoltaic (PV) energy has met great attention in the electrical power generation field for its many advantages in both on and off-grid applications. The requirement for higher
Solar power generation is carried out using solar panels, also known as photovoltaic (PV) panels, which harness the sun''s energy and convert it into electricity.
By eliminating restrictions associated with stationary solar panels, this technology offers a versatile solution for harnessing solar energy in diverse and dynamic scenarios.
Particularly as renewable energy sources continue to gain traction within the energy landscape, the integration of adaptive solar technologies becomes increasingly crucial. Adaptive
The Adaptive Solar Facade (ASF) is a modular, highly integrated dynamic building facade.The energetic behavior as well as the architectural expression of the facade can be controlled
These results show how by balancing energy generation, daylight availability, and glare control, adaptive solar shading may offer flexible solutions for many design objectives.
Artificial intelligence based hybrid solar energy systems with smart materials and adaptive photovoltaics for sustainable power generation Article Open access 19 May 2025
This research introduces an advanced adaptive control framework utilizing deep reinforcement learning, specifically the Asynchronous Advantage
Wearable sensors typically require innovative methods of energy harvesting for low-power electronics. Here, the authors present an adaptive power management system with a trimodal energy
By integrating Q-learning with deep neural networks, the framework enables adaptive decision-making that efficiently handles uncertainties in renewable energy generation, load
A two-stage circuit configuration with 3-phase utility grid assisted solar power generation system is designed. In order to track the solar PV arrays maximum peak power (MPP), a DC boost
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