{"title":"Thermal environment characteristics and factory landscape design of precision manufacturing process based on human–machine collaboration","authors":"Du Juan","doi":"10.1016/j.tsep.2025.103468","DOIUrl":null,"url":null,"abstract":"<div><div>In modern manufacturing, the thermal environment characteristics of factories play a crucial role in production efficiency and product quality. This article aims to explore the thermal environment characteristics in precision manufacturing processes based on human–machine collaboration, and construct a factory workshop human–machine collaboration network model. The model includes the principle of human–machine collaboration manufacturing model, adaptive human–machine interaction process, task matching algorithm, and collaborative information processing model. It analyzes the application and optimization of human–machine collaboration in temperature control from multiple dimensions. In the section of thermal environment simulation and analysis models, in-depth analysis of the thermal environment in the factory workshop is conducted by establishing heat control equations and applying temperature data denoising algorithms. The simulation results indicate that effective management of the thermal environment can significantly reduce temperature fluctuations and improve the stability of the manufacturing process. The landscape design analysis of precision manufacturing factories emphasizes the spatial layout characteristics and landscape configuration principles, including the green landscape planting mode that saves energy and cooling, and proposes to improve the microclimate of the workshop through reasonable plant layout, thereby further enhancing manufacturing efficiency. Therefore, the thermal environment characteristics of precision manufacturing processes based on human–machine collaboration not only have a direct impact on the production process, but also provide systematic theoretical support for the landscape design of factories. Future research can further deepen the integration of thermal environment management and landscape design, which is expected to enhance the sustainable development level of modern precision manufacturing industry.</div></div>","PeriodicalId":23062,"journal":{"name":"Thermal Science and Engineering Progress","volume":"60 ","pages":"Article 103468"},"PeriodicalIF":5.1000,"publicationDate":"2025-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Thermal Science and Engineering Progress","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2451904925002586","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0
Abstract
In modern manufacturing, the thermal environment characteristics of factories play a crucial role in production efficiency and product quality. This article aims to explore the thermal environment characteristics in precision manufacturing processes based on human–machine collaboration, and construct a factory workshop human–machine collaboration network model. The model includes the principle of human–machine collaboration manufacturing model, adaptive human–machine interaction process, task matching algorithm, and collaborative information processing model. It analyzes the application and optimization of human–machine collaboration in temperature control from multiple dimensions. In the section of thermal environment simulation and analysis models, in-depth analysis of the thermal environment in the factory workshop is conducted by establishing heat control equations and applying temperature data denoising algorithms. The simulation results indicate that effective management of the thermal environment can significantly reduce temperature fluctuations and improve the stability of the manufacturing process. The landscape design analysis of precision manufacturing factories emphasizes the spatial layout characteristics and landscape configuration principles, including the green landscape planting mode that saves energy and cooling, and proposes to improve the microclimate of the workshop through reasonable plant layout, thereby further enhancing manufacturing efficiency. Therefore, the thermal environment characteristics of precision manufacturing processes based on human–machine collaboration not only have a direct impact on the production process, but also provide systematic theoretical support for the landscape design of factories. Future research can further deepen the integration of thermal environment management and landscape design, which is expected to enhance the sustainable development level of modern precision manufacturing industry.
期刊介绍:
Thermal Science and Engineering Progress (TSEP) publishes original, high-quality research articles that span activities ranging from fundamental scientific research and discussion of the more controversial thermodynamic theories, to developments in thermal engineering that are in many instances examples of the way scientists and engineers are addressing the challenges facing a growing population – smart cities and global warming – maximising thermodynamic efficiencies and minimising all heat losses. It is intended that these will be of current relevance and interest to industry, academia and other practitioners. It is evident that many specialised journals in thermal and, to some extent, in fluid disciplines tend to focus on topics that can be classified as fundamental in nature, or are ‘applied’ and near-market. Thermal Science and Engineering Progress will bridge the gap between these two areas, allowing authors to make an easy choice, should they or a journal editor feel that their papers are ‘out of scope’ when considering other journals. The range of topics covered by Thermal Science and Engineering Progress addresses the rapid rate of development being made in thermal transfer processes as they affect traditional fields, and important growth in the topical research areas of aerospace, thermal biological and medical systems, electronics and nano-technologies, renewable energy systems, food production (including agriculture), and the need to minimise man-made thermal impacts on climate change. Review articles on appropriate topics for TSEP are encouraged, although until TSEP is fully established, these will be limited in number. Before submitting such articles, please contact one of the Editors, or a member of the Editorial Advisory Board with an outline of your proposal and your expertise in the area of your review.