FSE | Frontiers in Science and Engineering

Volume 5, Issue 7

Research on the Practice of Artificial Intelligence Education Based on OBE-Oriented Collaborative Education

Vol. 5, No. 7, pp. 1-5, 2025 DOI: 10.54691/cpcmwn57 July 22, 2025
Abstract.The Ministry of Education's supply-Demand Matching Employment Education Project is a key measure to deepen the integration of industry and education and solve the structural contradiction between supply and demand of talents. This article takes the "Third Phase of Shanghai Lingli Intelligent Technology Co., LTD. Employment and Internship Base Project" (initiated in 2024) jointly carried out by Nantong Institute of Technology and a leading domestic intelligent technology enterprise (Shanghai Lingli Intelligent Technology Co., LTD.) as a practical case, systematically sorting out the project … Read more →

TiO₂/g-C₃N₄@HPBC Photoanode in PMFC for Shipboard Oily Wastewater Degradation

Vol. 5, No. 7, pp. 6-16, 2025 DOI: 10.54691/kk8pft70 July 22, 2025
Abstract.This study addresses the problems of high energy consumption, high cost, and incomplete removal existing in traditional treatment methods for oily wastewater from ships, and proposes and constructs a Photocatalytically-assisted Microbial Fuel Cells (PMFC) device for efficient and green treatment. The device couples photocatalysis with Microbial Fuel Cell (MFC) technology, utilizing ⋅OH and ⋅O2− generated by semiconductor photocatalysts under illumination to synergistically degrade oil pollutants with microbial metabolism. Specifically, pine cone shell biochar (PBC) modified by high-temperature … Read more →

Research on Numerical Simulation of Gas Migration Patterns during Gas Leaks in Underground Utility Tunnels

Vol. 5, No. 7, pp. 17-25, 2025 DOI: 10.54691/hmrzff61 July 22, 2025
Abstract.This study aims to investigate the gas migration behavior during a gas leakage incident in the underground pipe gallery's gas chamber. A geometric model incorporating supports was developed using Fluent numerical simulation software, allowing for an examination of how key factors such as leakage velocity and ventilation conditions influence gas diffusion. The findings indicate that the movement of gas within the pipe gallery begins to stabilize approximately 10 seconds after a leakage event occurs. Under natural conditions, ring vortices form on both sides of the gas gallery; conversely, under … Read more →

Lightweight Forest Flame Smoke Detection Algorithm Based on Yolov5

Vol. 5, No. 7, pp. 26-34, 2025 DOI: 10.54691/3nfgfh54 July 22, 2025
Abstract.Forest smoke and flame detection is dominant in ensuring forest safety. To extinguish fire sources promptly and prevent the spread of wildfires, this paper proposes a lightweight improved YOLOv5 algorithm that is more accessible to embedded devices. The proposed algorithm is based on two pivotal ideas: (1) Introducing a normalization-based NAM attention mechanism into the neck network, which suppresses insignificant weights through weight sparsity penalties to enhance key feature extraction. (2) Incorporating a Slim-neck structure, which leverages GSConv and VoVGSCSP to construct a lightweight … Read more →

Research on Cross-domain Data Fusion and Co-optimization Strategy of Smart City Management Software

Vol. 5, No. 7, pp. 35-46, 2025 DOI: 10.54691/bkeca681 July 22, 2025
Abstract.In order to enhance the collaborative capability of smart cities in multi-domain resource scheduling and dynamic governance, we construct cross-domain data fusion and optimization strategies for transportation, energy, security and other domains, and study the standardized modeling of heterogeneous data from multiple sources, the edge-cloud collaborative fusion mechanism and the optimization method of deep reinforcement learning under multi-intelligent body system. We analyze the security guarantee effectiveness of federated learning, differential privacy and other techniques in data sharing, … Read more →

From Delay to Pass: A Case of Solving the Problem of Completion Acceptance and Filing of a Real Estate Project in Anning City

Vol. 5, No. 7, pp. 47-52, 2025 DOI: 10.54691/kg3jj680 July 22, 2025
Abstract.Taking a real estate project in Anning as the research object, this paper systematically analyzes the causes of the filing delay caused by the defects of management mechanism and the lack of project team's business ability in the early stage of the project, and expounds the whole process of achieving the filing breakthrough by restructuring the team management system, optimizing the control of process nodes, and strengthening the collaborative communication between government and enterprises. The research shows that the application of goal setting theory and reinforcement theory to project … Read more →

The Current Situation and Analysis of Human Factors in The Design of Mice and Keyboards Products: A Perspective of Ergonomics Design.

Vol. 5, No. 7, pp. 53-59, 2025 DOI: 10.54691/x7py3h15 July 22, 2025
Abstract.With the leaps in computer technology, human-computer interaction has become an important driving force in technological development. The design revolution of the mouse and keyboard, as key interaction tools, is crucial. With the increasing expectations of society for human-computer interaction, the human factors engineering concept is gradually popularized, emphasizing the humanization, comfort, and efficiency in design. This paper will analyze the design principles of the mouse and keyboard from a human factors design perspective, explore how they integrate human factors, and adapt to … Read more →

The Impact of Climate Change on the Environment in Tajikistan: The Case of the Agricultural Sector (2014–2023)

Vol. 5, No. 7, pp. 60-80, 2025 DOI: 10.54691/5r9ma444 July 24, 2025
Abstract.The study reveals a significant and widespread trend of rising temperatures across all regions from 2014 to 2023, with the most pronounced increases in maximum and mean temperatures occurring in the lowland agricultural areas of Khatlon and Sughd. Additionally, annual precipitation has decreased in most regions, particularly in Khatlon and the Batken, Ayni, and Muminabad Regions (BAMR), raising serious concerns about water scarcity and the likelihood of increased drought events. Despite these climatic challenges, the overall area under agricultural cultivation has remained relatively stable, … Read more →
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