This inventor holds 1 USPTO granted patent and 1 published patent application and 1 EPO patent. Active years: 2026.
Years Active: 2026
Title: Yang Yang - Innovator in Photovoltaic Data Interpolation
Introduction
Yang Yang is a prominent inventor based in Nanjing, China. He has made significant contributions to the field of photovoltaic data interpolation. His innovative approach combines advanced algorithms to enhance the accuracy of building rooftop photovoltaic data.
Latest Patents
Yang Yang holds a patent for a "Building photovoltaic data interpolation method based on WGAN and whale optimization algorithm." This method involves obtaining historical building roof photovoltaic output data and performing preprocessing on it. He utilizes a Convolutional Neural Network (CNN) to construct a Generative Adversarial Network (GAN). The process includes describing the missing value positions of preprocessed data using a binary mask matrix. Yang sets the Wasserstein distance to define a loss function for both the GAN generator and discriminator. By optimizing the input to the GAN generator through a whale optimization algorithm, he obtains optimized candidate samples. The final step involves fusing these samples with the processed photovoltaic data to achieve completed reconstructed samples, thereby improving accuracy and removing unfavorable components.
Career Highlights
Yang Yang has worked at notable institutions, including Nanjing University and Singleron Biotechnologies Inc. His experience in these organizations has contributed to his expertise in the field of data interpolation and optimization.
Collaborations
Yang has collaborated with esteemed colleagues such as Xi Guo and Lei Cui. Their joint efforts have further advanced the research and development of innovative solutions in photovoltaic data.
Conclusion
Yang Yang is a key figure in the innovation of photovoltaic data interpolation methods. His work not only enhances the accuracy of data but also contributes to the broader field of renewable energy technology.