Advancing Carbon-Based Perovskite Solar Cells: Experimental Validation, Optimization, and Machine Learning Integration

该项目旨在使用聚光光学器件推动钙钛矿太阳能电池的可扩展性。Percent太阳能电池正在努力实现稳定性和可靠的可扩展技术，以实现可制造性。钙钛矿太阳能电池将通过3D打印方法开发。钙钛矿的3D打印将使用经过改造的3D打印机，根据喷嘴的性质进行油墨配方，提高打印质量。工作的第一部分涉及开发用于制备太阳能电池的具有高结晶性的钙钛矿油墨的通用算法。这些墨水将用于基于直接墨水写入技术的钙钛矿太阳能电池制造，这可以被工业采用。工作的第二部分是设计一种适用于钙钛矿太阳能电池的3D直接墨水写入及其流体动力学的喷嘴，以实现TiO2层，碳层和钙钛矿层的平滑墨水分配和均匀涂层。最后一部分的工作将集中在设计的聚光光刻器件制造使用3D直接墨水写入方法。该项目将专注于开发3D直接墨水写入技术和相关设计，用于钙钛矿太阳能电池制备，涉及电气，机械和流体动力学工作。

The project is aiming to push the scalability of the perovskite solar cells using concentrating optics. Perovskite solar cells are struggling with stability and reliable scalable technology to bring it to manufacturability. The perovskite solar cells will be developed through 3D printing methods. The 3D printing of the perovskite will be using modified 3D printers, ink formulation according to the nature of the nozzle and improving the quality of the printing. The first part of the work involves to develop a general algorithm of making perovskite inks with high crystalline nature for solar cells preparation. The inks will be used for the direct ink writing techniques-based perovskite solar cell manufacturing, which can be, adoptable by industries. The second part of the work is to design a nozzle which is suitable for the 3D direct ink writing of perovskite solar cells and their fluid dynamics for smooth ink dispensing and uniform coating of the TiO2 layers, carbon layers and perovskite layers. The last part of the work will focus on the design of the concentrated photovoltaics device manufacturing using 3D direct ink writing method. The project will focus on the development of 3D Direct Ink Writing techniques and associated design for perovskite solar cells preparation which involves electrical, mechanical and fluid dynamics works.