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基于分层分块结构的流程工业过程运行状态评价及非优原因追溯
引用本文:邹筱瑜, 王福利, 常玉清, 王敏, 蔡庆宏. 基于分层分块结构的流程工业过程运行状态评价及非优原因追溯. 自动化学报, 2019, 45(2): 315-324. doi: 10.16383/j.aas.2017.c170159
作者姓名:邹筱瑜  王福利  常玉清  王敏  蔡庆宏
作者单位:1.东北大学信息科学与工程学院 沈阳 110819;;2.国家电网辽宁省电力有限公司 沈阳 110819
基金项目:国家自然科学基金61533007国家自然科学基金61174130国家自然科学基金61374146
摘    要:过程运行状态评价是指在安全生产的前提下,对过程运行性能优劣程度做出评判,并对非优运行状态追溯原因,以指导操作人员进行生产调整.针对含不确定性的流程工业过程运行状态评价问题,本文提出分层分块评价结构.同时,考虑到实际生产过程中大量存在的不确定性信息,采用粗糙集对每个子模型进行建模,建立过程变量、工艺指标与综合评价指标间的关系.最后,将所提方法应用于一个金湿法冶金过程中,验证所提方法有效性.

关 键 词:过程运行状态评价   非优原因追溯   流程工业   粗糙集   湿法冶金
收稿时间:2017-03-27

Plant-wide Process Operating Performance Assessment and Non-optimal Cause Identification Based on Hierarchical Multi-block Structure
ZOU Xiao-Yu, WANG Fu-Li, CHANG Yu-Qing, WANG Min, CAI Qing-Hong. Plant-wide Process Operating Performance Assessment and Non-optimal Cause Identification Based on Hierarchical Multi-block Structure. ACTA AUTOMATICA SINICA, 2019, 45(2): 315-324. doi: 10.16383/j.aas.2017.c170159
Authors:ZOU Xiao-Yu  WANG Fu-Li  CHANG Yu-Qing  WANG Min  CAI Qing-Hong
Affiliation:1. College of Information Science and Engineering, Northeastern University, Shenyang 110819;;2. Liaoning Electric Power Co. LTD., State Grid, Shenyang 110819
Abstract:Process operating performance assessment may determine the operating optimality degree and identify the cause of non-optimal operating performance, thus providing guidance for production adjustment. For the plant-wide process uncertainty, a novel hierarchical multi-block assessment framework is proposed in this paper. Due to the widely existing uncertainties in the plant-wide processes, the rough set is utilized to build an assessment model of each sub-block. The relations between process variables, technical indices and the comprehensive assessment index are extracted. Finally, the proposed method is applied to a gold hydrometallurgy process to illustrate its validity and feasibility.
Keywords:Process operating performance assessment  non-optimal cause identification  plant-wide process  rough set theory  gold hydrometallurgy process
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