“硬件+算法+平台” 打造“智探粮芯”系统

Core Insights - The "Smart Grain Core" monitoring and early warning system developed by Nanjing University of Finance and Economics won the special prize in the creative track at the 2025 National Finance Colleges Innovation and Entrepreneurship Alliance Annual Conference, providing an intelligent solution for food security [1] Group 1: Technology and Innovation - The system integrates multi-modal hardware, intelligent algorithms, and a service platform to achieve real-time perception, intelligent analysis, and proactive management of grain storage environments [1][2] - The self-developed multi-modal smart probe costs about one-fifth of imported equipment while covering more monitoring dimensions and enabling longer online operation [2] - The system employs an improved YOLOv8-seg instance segmentation model for precise identification of typical grain pests, achieving an accuracy rate exceeding 90% [2] Group 2: Application and Impact - The system allows for automatic data collection of temperature, humidity, moisture, carbon dioxide levels, and pest images, significantly enhancing safety and work efficiency compared to traditional manual methods [2] - The intelligent interaction platform translates complex data into understandable risk explanations and generates tiered response strategies, facilitating AI-assisted management for warehouse administrators [3] - The "Smart Grain Core" project has been piloted in major grain storage enterprises such as COFCO and China Grain Reserves Corporation, with plans to further promote the system to more storage companies [3]