{"title":"Establishment of normal operating zone models by boundary points for CSTR-DC-recycle chemical processes","authors":"Poku Gyasi, Jiandong Wang, Mengyao Wei, Hao Jing","doi":"10.1016/j.cjche.2025.03.012","DOIUrl":null,"url":null,"abstract":"<div><div>Integrated continuous stirred-tank reactors and distillation columns with recycle (CSTR-DC-recycle) are essential components in chemical processes. This paper proposes a method to establish a normal operating zone (NOZ) model to represent allowable variations of the CSTR-DC-recycle chemical processes. The NOZ is a geometric space containing all safe operating points of the CSTR-DC-recycle chemical processes, so that it is an effective model for process monitoring. The novelty of the proposed method is to establish the NOZ model based on boundary points. The boundary points make it possible to capture the actual geometric space irrespective of the space shape. In contrast, existing methods represent the NOZ of processes by fixed mathematical models such as ellipsoidal and convex-hull models; they are not suitable for the CSTR-DC-recycle chemical processes whose NOZs cannot be exactly defined by fixed mathematical structures. Simulated case studies based on Aspen Hysys software are given to illustrate the proposed method.</div></div>","PeriodicalId":9966,"journal":{"name":"Chinese Journal of Chemical Engineering","volume":"85 ","pages":"Pages 140-157"},"PeriodicalIF":3.7000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chinese Journal of Chemical Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1004954125001466","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Integrated continuous stirred-tank reactors and distillation columns with recycle (CSTR-DC-recycle) are essential components in chemical processes. This paper proposes a method to establish a normal operating zone (NOZ) model to represent allowable variations of the CSTR-DC-recycle chemical processes. The NOZ is a geometric space containing all safe operating points of the CSTR-DC-recycle chemical processes, so that it is an effective model for process monitoring. The novelty of the proposed method is to establish the NOZ model based on boundary points. The boundary points make it possible to capture the actual geometric space irrespective of the space shape. In contrast, existing methods represent the NOZ of processes by fixed mathematical models such as ellipsoidal and convex-hull models; they are not suitable for the CSTR-DC-recycle chemical processes whose NOZs cannot be exactly defined by fixed mathematical structures. Simulated case studies based on Aspen Hysys software are given to illustrate the proposed method.
集成化连续搅拌槽反应器和循环精馏塔(CSTR-DC-recycle)是化工过程中的重要组成部分。本文提出了一种建立正常操作区(NOZ)模型的方法来表示cstr - dc -循环化工过程的允许变化。NOZ是包含cstr - dc -循环化工过程所有安全操作点的几何空间,是一种有效的过程监控模型。该方法的新颖之处在于基于边界点建立NOZ模型。边界点使得捕捉实际的几何空间成为可能,而不管空间形状如何。相比之下,现有方法采用固定的数学模型(如椭球体模型和凸壳模型)来表示过程的NOZ;它们不适用于不能用固定的数学结构精确定义noz的cstr - dc -循环化学过程。基于Aspen Hysys软件的仿真案例分析说明了所提出的方法。
期刊介绍:
The Chinese Journal of Chemical Engineering (Monthly, started in 1982) is the official journal of the Chemical Industry and Engineering Society of China and published by the Chemical Industry Press Co. Ltd. The aim of the journal is to develop the international exchange of scientific and technical information in the field of chemical engineering. It publishes original research papers that cover the major advancements and achievements in chemical engineering in China as well as some articles from overseas contributors.
The topics of journal include chemical engineering, chemical technology, biochemical engineering, energy and environmental engineering and other relevant fields. Papers are published on the basis of their relevance to theoretical research, practical application or potential uses in the industry as Research Papers, Communications, Reviews and Perspectives. Prominent domestic and overseas chemical experts and scholars have been invited to form an International Advisory Board and the Editorial Committee. It enjoys recognition among Chinese academia and industry as a reliable source of information of what is going on in chemical engineering research, both domestic and abroad.