FPGA技术在中药智能制药中的应用探讨

传统中药制造业正不断向数字化、信息化、智能化升级,这对智能化硬件提出了更高的要求。现场可编程门阵列（field-programmable gate array,FPGA）具有多通道同步信号采集、快速数据处理、高性能、低功耗等优势,在社会生产的诸多领域已被广泛应用。对FPGA组成和工业应用优势进行介绍,结合中药制药工业应用场景的原理和领域知识,对FPGA技术在中药智能制药中的应用进行探讨研究,主要涉及制药过程信号采集、图像处理、深度学习3个方面,以期为中药制药行业过程控制、工艺优化等提供技术参考。

Discussion on application of FPGA-based technologies in smart manufacturing for traditional Chinese medicine

Traditional Chinese medicine (TCM) manufacturing industry is constantly upgrading to digitization, informatization and intellectualization, which put forward higher requirements for intelligent hardware. Field programmable gate array (FPGA) has the advantages of multi-channel synchronous signal acquisition, fast data processing, high performance and low power consumption, and it has been widely used in many fields of social production. Composition and application advantages of FPGA were introduced in this paper. The application of FPGA technology in smart manufacturing for TCM including process signal acquisition, image processing and deep learning was discussed, combining the principle and domain knowledge of application scenario of TCM pharmaceutical industry, in order to provide technical support to TCM manufacturing industry and development of modern industry.