Wind power or wind energy is a form of renewable energy that harnesses the power of the wind to generate electricity. It involves using wind turbines to convert the turning motion of blades, pushed by moving air (kinetic energy) into electrical energy (electricity). Modern wind turbines are. . This paper presents an optimization method for hybrid energy systems based on Model Predictive Control (MPC), Long Short-Term Memory (LSTM) networks, and Kolmogorov–Arnold Networks (KANs). The proposed method is applied to a high-altitude wind energy work umbrella control system, where it aims to. .
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As with other solar cell technologies, the purpose of an organic solar cell is to generate electricity from sunlight. Whilst several other photovoltaic technologies have higher efficiencies, OPVs remain advantageous due to their low material. . One of the ways to satisfy the emerging need for sustainable energy sources is via the production of large-scale, cheap and easy-to-process solar cells. Exciton, donor/acceptor sensitization, exciton diffusion, blended junction, designed route formation, and (pi {-}pi) stacking orientation are discussed regarding the photocurrent, while HOMO–LUMO gap tuning and. . Organic solar cells (OSCs) are emerging as a viable alternative, and complementary niche of applications, to the conventional silicon-based photovoltaics due to their unique attributes, including flexibility, lightweight, semitransparency, and ease of processing. Recent breakthroughs in. . Classic photovoltaic solar cells based on inorganic semiconductors have developed considerably [1] since the first realization of a silicon solar cell in 1954 by Chapin, Fuller and Pearson in the Bell labs.
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An organic solar cell uses carbon-based materials and organic electronics instead of silicon as a semiconductor to produce electricity from the sun. Organic cells are also sometimes referred to as "plastic solar cells" or "polymer solar cells. The drawbacks of organic solar cells are the. . Organic solar cells, also known as organic photovoltaics (OPVs), have become widely recognized for their many promising qualities, such as: Cheap and light materials. Their flexibility and low weight make OSCs suitable for novel applications like wearable electronics, building-integrated technology, and portable devices.
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