基于节点配置策略的有分流换热网络优化性能探析

徐玥, 崔国民 - 化工进展, 2020 - hgjz.cip.com.cn
应用节点非结构模型(nodes-based non-structural model, NNM) 优化换热网络时,
合理地配置节点参数(分流组数和分支数) 可辅助算法以更高的效率获得更优的结果. 然而, NNM …

基于小负荷换热单元保护的松弛策略优化换热网络

张璐, 崔国民, 刘薇薇, 肖媛, 徐玥, 张冠华 - 计算物理, 2022 - cjcp.org.cn
WCE 算法优化换热网络时, 固定投资费用的存在易造成小负荷换热单元难以产生和保留,
使部分尚未完全进化的结构过早被淘汰. 本文建立一种固定投资费用的松弛处理方法 …

A hybrid algorithm based on parallel computing for heat exchanger network optimization with stream splits

Z Zhiqiang, CUI Guomin, Y Ling, MA Xiubao… - CIESC …, 2022 - hgxb.cip.com.cn
Heat exchange network optimization is a research difficulty in the field of chemical process
system. Its mathematical model is highly nonconvex and nonlinear, so it often has limitations …

应用于换热网络优化的并行双层RWCE 算法

刘洪彬, 崔国民, 周志强, 肖媛, 张冠华, 杨其国 - 化工进展, 2022 - hgjz.cip.com.cn
换热网络规模越大, 其解空间内极值点呈指数性增长, 优化时不仅要求算法具有强大的全局寻优
能力, 局部解空间的高精度搜索也不可或缺. 鉴于强制进化随机游走算法(RWCE) …

[HTML][HTML] 采用每股流体必进化策略的换热网络优化方法

曹美, 崔国民, 陈家星, 李剑 - 高校化学工程学报, 2020 - xml-data.org
换热网络非结构模型是以一定概率随机选择冷热流体上存在的换热单元参与进化,
因此每次进化过程中每股流体上不一定都有换热单元被选中参与进化. 对于当前次迭代不参与 …

Optimization of heat exchanger network by structure-fusion strategy

HAN Zhengheng, CUI Guomin, X Yuan - CIESC Journal, 2019 - hgxb.cip.com.cn
The individual heat exchanger network structure is basically stereotyped when it is
optimized by random walk algorithm with compulsive evolution (RWCE) to a certain stage …

换热网络优化中换热单元生成频次的影响分析及策略改进

苏戈曼, 崔国民, 肖媛, 赵倩倩 - 化工进展, 2020 - hgjz.cip.com.cn
换热单元的生成频次对换热网络优化有直接的影响, 分析其机理可以指导求解算法的改进.
本文采用节点非结构模型及强制进化随机游走算法, 通过设置不同的换热单元生成概率与生成个 …

Parallel double-layer RWCE algorithm for heat exchanger network optimization

LIU Hongbin, CUI Guomin, Z Zhiqiang… - Chemical Industry …, 2022 - hgjz.cip.com.cn
The larger the scale of heat exchange network, the extreme points in its solution space
increase exponentially. The optimization requires not only the algorithm to have strong …

Analyzing optimization performance of heat exchanger network synthesis based on nodes' adjustment strategy

XU Yue, CUI Guomin - Chemical Industry and Engineering Progress, 2021 - hgjz.cip.com.cn
When applying the nodes-based non-structural model (NNM) in optimizing heat exchanger
networks, the reasonable adjusting the nodes' parameters (number of stream splitting and …

Optimization of Heat Exchanger Network Based on Relaxation Strategy of Small Heat Exchanger Protection

L ZHANG, G CUI, W LIU, Y XIAO, Y XU… - Chinese Journal of …, 2022 - cjcp.org.cn
As RWCE algorithm is used to optimize heat exchanger networks, the existence of fixed
investment cost makes it difficult to produce and retain heat exchanger units with small …