Research on Smart Knowledge Application Methods for Green Manufacturing

摘要

Green manufacturing is attracting more and more attention due to the intensifying environmental and resource consumption problems brought by industrial development. How to make green planning and evaluation to design activities throughout the product life cycle by using knowledge effectively is the key to studies on green manufacturing. To better acquire and apply knowledge to implement green manufacturing, a smart knowledge application method based on design matrix was proposed. The single mapping among design requirements, functional characteristics and knowledge characteristics was transformed into a two-dimensional matrix mapping by the design matrix. The mapping relationship between the design process and the required knowledge was established based on machine learning, and the knowledge required at each stage of the product life cycle was related to the design activities to assist the enterprise in implementing the green manufacturing mode. On this basis, a preliminary knowledge application prototype system was developed, and the recycling of waste circuit boards was used to illustrate the feasibility of the proposed method.