Reflections on intelligent transformation of biomedicine industry / 中国生物制品学杂志

@#The biomedicine industry is a strategic emerging industry that is related to the national economy,people's livelihood,and national security. As a new generation of digital production technology,the intelligent manufacturing of biopharmaceuticals has been proposed by policies such as the“14th Five Year Plan”for the development of the bioeconomy,and has become an important direction for the transformation and upgrading of the biopharmaceutical industry. This paper started with the background and significance of studying the intelligent transformation of the biopharmaceutical industry,analyzed the goals of the intelligent transformation of biopharmaceutical enterprises,and proposed relevant countermeasures and suggestions to accelerate the promotion of high-end intelligent transformation of the domestic biopharmaceutical industry.

Current status, trends, and challenges of continuous manufacturing technology for oral traditional Chinese medicine solid preparations / 中国中药杂志

In recent years, continuous manufacturing technology has attracted considerable attention in the pharmaceutical industry. This technology is highly sought after for its significant advantages in cost reduction, increased efficiency, and improved productivity, making it a growing trend in the future of the pharmaceutical industry. Compared to traditional batch production methods, continuous manufacturing technology features real-time control and environmentally friendly intelligence, enabling pharmaceutical companies to produce drugs more efficiently. However, the adoption of continuous manufacturing technology has been slow in the field of traditional Chinese medicine(TCM) pharmaceuticals. On the one hand, there is insufficient research on continuous manufacturing equipment and technology that align with the characteristics of TCM preparations. On the other hand, the scarcity of talent with diverse expertise hampers its development. Therefore, in order to promote the modernization and upgrading of the TCM pharmaceutical industry, this article combined the current development status of the TCM industry to outline the development status and regulatory requirements of continuous manufacturing technology. At the same time, it analyzed the problems with existing TCM manufacturing models and explored the prospects and challenges of applying continuous manufacturing technology in the field of TCM pharmaceuticals. The analysis focused on continuous manufacturing control strategies, technical tools, and pharmaceutical equipment, aiming to provide targeted recommendations to drive the development of the TCM pharmaceutical industry.

Methodology for adaptive decision--making research on manufacturing process of traditional Chinese medicine based on deep reinforcement learning / 中国中药杂志

The manufacturing process of traditional Chinese medicine is subject to material fluctuation and other uncertain factors which usually cause non-optimal state and inconsistent product quality. Therefore, it is necessary to design and collect the quality-rela-ted physical parameters, process parameters, and equipment parameters in the whole manufacturing process of traditional Chinese medicine for digitization and modeling of the process. In this paper, a method for non-optimal state identification and self-recovering regulation was developed for active quality control in the manufacturing process of traditional Chinese medicine. Moreover, taking vacuum belt drying process as an example, a DQN algorithm-based intelligent decision model was established and verified and the implementation process was also discussed and studied. Thus, the process parameters-based self-optimization strategy discovery and path planning of optimal process control were rea-lized in this study. The results showed that the deep reinforcement learning-based artificial intelligence technology was helpful to improve the product quality consistency, reduce production cost, and increase benefit.

Digital twin based key technologies for intelligent manufacturing of traditional Chinese medicine / 中国中药杂志

In this paper, we first introduced the concept of digital twin(DT) based key technologies for intelligent manufacturing of traditional Chinese medicine(TCM) and applied DT in two case studies of novel extraction equipment for traditional Chinese medicine and drying equipment for Chinese medicine pills to illustrate the advantages of DT in development of new pharmaceutical technology and optimization of pharmaceutical equipment structure. Furthermore, we discussed the feasibility to adopt DT in the production process of TCM for formation of data-driven real-time optimization of production process and dynamic prediction `of operation and maintenance service. The "ruled" production mode based on data and driven by algorithm was constructed to realize the technical scheme of quality perception, evaluation, prediction, intelligent control and intelligent decision-making in product life cycle.

Key technologies and applications of industrial big data in manufacturing of Chinese medicine / 中国中药杂志

Along with the striding of the Chinese medicine(CM) manufacturing toward the Industry 4.0, some digital factories have accumulated lightweight industrial big data, which become part of the enterprise assets. These digital assets possess the possibility of solving the problems within the CM production system, like the Sigma gap and the poverty of manufacturing knowledge. From the holistic perspective, a three-tiered architecture of CM industrial big data is put forward, and it consists of the data integration layer, the data analysis layer and the application scenarios layer. In data integration layer, sensing of CM critical quality attributes is the key technology for big data collection. In data analysis and mining layer, the self-developed iTCM algorithm library and model library are introduced to facilitate the implementation of the model lifecycle methodologies, including process model development, model validation, model configuration and model maintenance. The CM quality transfer structure is closely related with the connection mode of multiple production units. The system modeling technologies, such as the partition-integration modeling method, the expanding modeling method and path modeling method, are key to mapping the structure of real manufacturing system. It is pointed out that advance modeling approaches that combine the first-principles driven and data driven technologies are promising in the future. At last, real-world applications of CM industrial big data in manufacturing of injections, oral solid dosages, and formula particles are presented. It is shown that the industrial big data can help process diagnosis, quality forming mechanism interpretations, real time release testing method development and intelligent product formulation design. As renewable resources, the CM industrial big data enable the manufacturing knowledge accumulation and product quality improvement, laying the foundation of intelligent manufacturing.

Construction of theoretical model of traditional Chinese medicine intelligent manufacturing / 中国中药杂志

In the process of transforming and upgrading of traditional Chinese medicine( TCM) intelligent manufacturing,the TCM enterprises lack systematic and in-depth research on intelligent manufacturing of TCM,leading to insufficient understanding of relevant concepts,development direction,development content and other aspects,to some extent,causing fuzzy and chaotic phenomena. The theoretical model,as a higher expression level of scientific thinking,has the function of interpretation and prediction,and can provide theoretical basis as well as guide for scientific research. Therefore,this article aims to construct a theoretical model of TCM intelligent manufacturing based on the concept of flexible production and intelligent equipment for some unhealthy phenomena in the development process of TCM intelligent manufacturing. In the TCM intelligent manufacturing system,with theory model as the core,the new-generation information technology was integrated with the TCM manufacturing technology to realize the integration of informationization and industrilization as well as the landing of theoretical model. Then,a 3 D simulation model was established to provide a visual environment for intelligent manufacturing of TCM and simulate the virtual reality throughout the TCM intelligent manufacturing process. The new theoretical model in this paper,to a certain extent,can play a guiding role in the development of TCM intelligent manufacturing,and can also provide reference for the realization of TCM intelligent manufacturing.

Development status and research strategy of traditional Chinese medicine temporary prescription preparation technology / 中国中药杂志

Temporary prescription preparation is the preparation processed into different dosage forms by relevant pharmacist according to the temporary preparation requirement and the personalized prescription made by the doctor in accordance with the syndrome differentiation and drug performance.It is an important part in personalized pharmaceutical services.Rational design of process route,production equipment and quality control method for the temporary prescription preparation,and establishment of technology research strategy and mode in accordance with the characteristics of traditional Chinese medicine temporary prescription preparations play an important role in promoting the development of the temporary prescription preparations.To promote the normalization,standardization and intelligent development of temporary prescription preparations,we would comprehensively summarize the significance,policy,technology characteristics,technology research status quo and existing problems in this paper,and put forward the research direction of temporary prescription preparation technology based on the physical properties of raw materials,equipment research strategy,and intelligent manufacturing technology.Thus it will push the inheritance and innovation of temporary prescription preparation.