2025 Vol.8 Aug.N04

• Title: Design and Realization of Intelligent Management System for Higher Vocational Training Room Based on Internet of Things (IoT)
• Name: Yi Xin ，Mingfei Qu 
• Company: College of Aeronautical Engineering, Beijing Polytechnic University, Beijing 100176, China
• Abstract:

  The training room management system relies on manual operation or a single technical means, due to the lack of constraints on the scheduling time and the class leads to poor management balance, in this regard, the design and realization of intelligent management system for higher vocational training room based on the Internet of Things is proposed. The combination of Impinj R420 UHF RFID reader and positioning antenna is used to realize the precise positioning of equipment and in/out management, and a multi-protocol compatible IoT gateway is constructed through NXP i.MX 8M Mini processor to support concurrent processing of multi-sensor data. The Cartesian product matrix model is constructed to realize scheduling resource allocation, time-class constraints and workstation-number constraints are designed to guarantee the rationality of scheduling, and the genetic algorithm is introduced to optimize the fitness function, generating an intelligent management scheme with low conflict and high resource utilization. In the experiment, the proposed method is verified for management balance. The test and comparison results make it clear that when the proposed system is used for the intelligent management of training rooms, the scheduling conflict rate is close to 0% at about 60 iterations, which possesses a more ideal management equilibrium.

  
  

• Keyword: internet of things; higher vocational school; training room; intelligent management; system design;
• DOI: 10.12250/jpciams2025090808
• Citation form: Yi Xin,Mingfei Qu.Design and Realization of Intelligent Management System for Higher Vocational Training Room Based on Internet of Things (IoT)[J]. Computer Informatization and Mechanical System,2025,Vol.8,pp.35-39

[1] Jam M B , Shahrestanaki Y A , Arjeini Z ,et al. Evaluating the effect of a scenario-based pre-hospital trauma management training course on the knowledge and clinical skills of emergency medical service students[J].BMC Emergency Medicine, 2025, 25(1):1-6.

[2] Wu L .Study on the Construction of Whole-course Nursing Objective Management System for Patients with Type 2 Diabetes[J]. Nursing Research, 2025, 9(1):203-208.

[3] Alaka H M , Pnarba M , Sarmehmet B ,et al. Course time scheduling problem for distance education considering server load balancing: a case of an engineering faculty[J].Neural Computing and Applications, 2025, 37(7):5635-5653.

[4] Samardzic S , Mihailovic A , Lakatos R R .NOISE AND LIGHTING AS PHYSICAL STRESSORS IN A PRINTING LABORATORY - A CASE STUDY[J].Environmental engineering and management journal, 2023, 22(3):595-606.

[5]Océane Richard, Piot M A , Jollant F .Short-term effects of a simulation-based training program on suicide risk assessment and intervention for first -year psychiatry residents[J].L'Encéphale, 2024, 50(6):623-629.

[6] Jenkins R , Nicholson A , Ernest E P ,et al. Improving Pediatric Residents' Comfort and Facility with End-of-Life Care with a Just-In-Time Online Module[J].Journal of Pain & Symptom Management, 2024, 67(5):e688-e689.

[7] Xie S , Xu W J , Wang H L .Knowledge, attitudes, and practices of Chinese anesthesiologists toward difficult airways[J].BMC Medical Education, 2025, 25(1):1-10. 

[8]Student perceptions of Living Lab research internships in the COVID-19 pandemic - a Dutch case study[J].Education + Training, 2023, 65 (10):65-80.

[9] Zhao C , Zheng Y , Hongyan X U .Reform and practice in the performance evaluation reform of laboratory scientific research rooms in local universities. A case study of Xuzhou Medical University[J].Experimental Technology and Management, 2024, 41(8):255-259.

[10] Wei X H , Zhou L J , Li R ,et al. Current state and influencing factors in airbag management among emergency department nurses:A multicenter study[J]. World Journal of Clinical Cases, 2024, 12(18):3417-3427.

[11] Wu S .RETRACTED ARTICLE: RFID tag recognition model for Internet of Things for training room management[J].EURASIP Journal on Information Security, 2024, 2024(1):1-16.

[12] Sublett C , Orenstein A .An Eye toward Equity: Redesigning Course Scheduling within Guided Pathways Reform Efforts[J]. of Research and Practice, 2023, 47(2):139-156.

[13] Thepphakorn T , Pongcharoen P .Modified and hybridized bi-objective firefly algorithms for university course scheduling[J].Soft computing: a fusion of foundations, methodologies and applications, 2023, 27(14):9735-9772.

[14] Xiao L , Parikh P J , Zhang X .Course scheduling problem with cohort group and room considerations[J].International journal of industrial and systems engineering: IJISE, 2023, 45(4):458-483.

[15] Goel A , Bhaumik S , Tomar N K .Kalman filtering for linear singular systems subject to round-robin protocol[J].Control Theory and Technology, 2024, 22(4):543-551.