大型锻造液压机锻造成形数智化应用研究  

Research on Data Intelligence Application in Forging Forming for Large Forging Hydraulic Press

作　　者：苏振华[1,2] 高林 武敬峰 马永军 李韦萤[2] 张营杰 刘胜涛[2] SU Zhenhua;GAO Lin;WU Jingfeng;MA Yongjun;LI Weiying;ZHANG Yingjie;LIU Shengtao

机构地区：[1]中国重型机械研究院股份公司,陕西西安710018 [2]国机重型装备集团股份有限公司,四川德阳618000 [3]中央储备粮辽东湾直属库有限公司,辽宁盘锦124000

出　　处：《中国重型装备》2024年第2期12-15,24,共5页CHINA HEAVY EQUIPMENT

基　　金：四川省科技计划项目(2022ZDZX0040)。

摘　　要：随着工业4.0时代的到来,智能制造已成为制造业转型升级的关键方向。在此背景下,大型锻造液压机作为重要的锻造设备,对生产效率和产品质量的提升尤为重要。研究基于人工智能的大型锻造压机锻造成形全过程多维度数据采集及关键参数智能感知技术,构建一套完整的数据采集系统,实时监控锻造过程中的温度、压力、速度等关键参数,借助云计算平台的强大数据处理能力,对采集到的数据进行深度分析和处理,实现锻造过程参数的实时监测和智能调控,达到锻造过程的数智化应用,为智能制造领域提供理论支持和技术参考。With the advent of the Industry4.0 era,the intelligent manufacturing has become a key direction of transformation and upgrading of manufacturing industry.In this context,as an important forging equipment,large forging hydraulic press is particularly important for the improvement of production efficiency and product quality.The multi-dimensional data acquisition and intelligent perception technology of key parameters in the whole forging process of large forging hydraulic press based on artificial intelligence are studied.A complete set of data acquisition system is built.Real-time monitoring of the temperature,pressure,speed and other key parameters in the forging process is realized with the help of powerful data processing capabilities of cloud computing platform.In order to realize the intelligence and optimization of forging process.In-depth analysis and processing of the collected data are carried out to realize real-time monitoring and intelligent regulation of parameters in the forging process,and the data intelligence application in forging process is achieved,providing theoretical support and technical reference for intelligent manufacturing field.

关 键 词：人工智能 智能制造 大型锻造压机 多维度数据采集 智能感知 

分 类 号：TG315.4[金属学及工艺—金属压力加工]