基于图像识别联合数值模拟技术的锅炉智能吹灰技术研究及应用  

Research and Application of Technology of Intelligent Soot Blowing for Boilers Based on Image Recognition Combined with Numerical Simulation Technology

作　　者：王启业 王丰吉 林达 孙海峰 WANG Qiye;WANG Fengji;LIN Da;SUN Haifeng(China Huadian Electric Research Institute Co.,Ltd.,Hangzhou 310030,Zhejiang,China;Hangzhou Huadian Energy Engineering Co.,Ltd.,Hangzhou 310030,Zhejiang,China)

机构地区：[1]华电电力科学研究院有限公司,浙江杭州310030 [2]杭州华电能源工程有限公司,浙江杭州310030

出　　处：《工业锅炉》2025年第1期10-14,共5页Industrial Boilers

摘　　要：探索基于图像识别联合数值模拟技术的锅炉智能吹灰技术,通过实时分析锅炉内视觉数据,动态调整吹灰策略,以实现更高效、节能且安全的锅炉运行。提出并详细讨论了智能吹灰系统的设计与实现,包括炉内可视、积灰结渣图像识别、数值模拟技术应用、算法研究、智能吹灰策略制定等。实践表明该技术的可行性和有效性,显著提高了吹灰操作的准确性和效率,减少了不必要的能源消耗和维护成本,为锅炉运行提供了新的智能化解决方案,有助于推动相关领域的技术进步。Exploring intelligent soot blowing technology for boilers based on image recognition combined with numerical simulation technology,dynamically adjusting soot blowing strategies through real-time analysis of visual data inside the boiler to achieve more efficient,energy-saving,and safe boiler operation.The design and implementation of an intelligent soot blowing system were proposed and discussed in detail,including furnace visibility,ash and slag image recognition,numerical simulation technology application,algorithm research,and intelligent soot blowing strategy formulation.Practice has shown the feasibility and effectiveness of this technology,significantly improving the accuracy and efficiency of soot blowing operations,reducing unnecessary energy consumption and maintenance costs,providing a new intelligent solution for boiler operation,and helping to promote technological progress in related fields.

关 键 词：智能吹灰 图像识别 数值模拟 热平衡 锅炉运行 

分 类 号：TK223.27[动力工程及工程热物理—动力机械及工程]