摘要
基于我们多年从事炼油、化工、冶金工业优化工作的经验,参照国际上先进控制和优化工程公司的工作模式,开发了适用于生产过程优化、故障诊断、优化新产品研制和配方设计的软件系列DMOS。DMOS软件分开发软件和运用软件两大类,前者包括一个数据挖掘方法库,其中多种模式识别、支持向量机算法、线性和非线性回归以及人工神经网络组成一个信息处理的统一流程。可处理用户的数据,开发适合用户需要的DMOS运行软件。后者包括数据库、模型库和简易方法库,可直接对生产进行优化开环指导或在线控制。DMOS软件系列为化工、炼油、钢铁等行业生产过程优化的工程化运营创造了条件。
Based on our experiences of industrial optimization in past many years, and the operation mode of oversea companies dealing with advanced optimal control for petrochemical industries, a software series - DMOS has been developed. It includes a bank of data mining tneth-ods. Many pattern recognition methods, support vector machines, ANN and linear-nonlinear regression methods have been organized as a data-processing flowsheet. It can be used to treat the data of user to produce operation version of DMOS software series, which can be directly used for optimal control in factories. The development and application of DMOS is a decisive step for the commercialization of industrial optimization work in our country.
出处
《计算机与应用化学》
CAS
CSCD
北大核心
2002年第6期683-690,共8页
Computers and Applied Chemistry
