Modular Hardware-in-loop Platform of Intelligent Algorithm Testing and Verification for Municipal Solid Waste Incineration
Due to the safety requirements of industrial sites and the closed characteristics of control systems,intelli-gent algorithms with off-line research mode are difficult to verify online in municipal solid waste incineration(MSWI)process.In addition,the existing laboratory simulation platform is difficult to simulate the industrial real-ity of domain experts'intelligent perception,cognition,decision-making and control based on multi-modal data.In view of the above problems,first,on the basis of summarizing the research status and challenge of the existing sim-ulation platform for industrial process,the requirements of testing and verification platform for MSWI process are described.Furthermore,the modular hardware-in-loop platform for intelligent algorithm testing and verification is proposed and constructed,which is composed of multi-modal historical data-driven system,security isolation and optimal control system,and multi-input and multi-output loop control system.Then,the platform hardware con-struction,industrial software development,simulation function realization and typical scene verification are com-pleted in the laboratory environment,and some modules are transplanted to the industrial site for application.Fi-nally,the research direction of the modular hardware-in-loop platform is summaried and prospected.
Municipal solid waste incineration(MSWI)multi-modal dataalgorithm testing and verificationmod-ular hardware-in-loop platformsecurity isolationindustrial software
万方数据
维普
