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Operation Efficiency Optimisation Modelling and Application of Model Predictive Control 被引量:2
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作者 Xiaohua Xia jiangfeng zhang 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI 2015年第2期166-172,共7页
The efficiency of any energy system can be charaterised by the relevant efficiency components in terms of performance, operation, equipment and technology(POET). The overall energy efficiency of the system can be opti... The efficiency of any energy system can be charaterised by the relevant efficiency components in terms of performance, operation, equipment and technology(POET). The overall energy efficiency of the system can be optimised by studying the POET energy efficiency components. For an existing energy system, the improvement of operation efficiency will usually be a quick win for energy efficiency. Therefore, operation efficiency improvement will be the main purpose of this paper. General procedures to establish operation efficiency optimisation models are presented. Model predictive control, a popular technique in modern control theory, is applied to solve the obtained energy models. From the case studies in water pumping systems, model predictive control will have a prosperous application in more energy efficiency problems. 展开更多
关键词 Model predictive control(MPC) operation efficiency energy efficiency
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三维时频变换视角的智能微观三维形貌重建方法 被引量:3
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作者 闫涛 钱宇华 +10 位作者 李飞江 闫泓任 王婕婷 梁吉业 郑珂银 吴鹏 陈路 胡治国 乔志伟 张江峰 翟小鹏 《中国科学:信息科学》 CSCD 北大核心 2023年第2期282-308,共27页
基于图像聚焦信息的三维形貌重建方法通常对微观物体的景深图像序列采用统一的聚焦评价标准,这类重建方法往往会忽视图像序列之间的联系,难以修正图像纹理稀疏或低对比度导致的连续帧深度误差.鉴于三维数据特有的多维度信息关联特性,本... 基于图像聚焦信息的三维形貌重建方法通常对微观物体的景深图像序列采用统一的聚焦评价标准,这类重建方法往往会忽视图像序列之间的联系,难以修正图像纹理稀疏或低对比度导致的连续帧深度误差.鉴于三维数据特有的多维度信息关联特性,本文将微观物体的不同景深图像序列视为三维数据,在重建过程中引入全部图像序列之间的关联关系,从三维数据时频变换的视角构造了以多视角分析、稳定性聚类、选择性融合逻辑耦合的微观三维形貌重建框架.首先从理论上分析三维数据相较于传统二维图像处理重建问题的优势,通过构造三维时频变换实现三维数据到不同尺度、区域和方向深度图像之间的映射;然后从增强深度图像特征的角度构建基于多模态纹理特征的局部稳定性聚类算法,实现同质性较好深度图像的自适应选择;最后提出选择性深度图像融合的策略,通过构造层筛过滤平衡树对滤除离散噪声后的多层深度图像进行融合,实现微观物体高精度的三维形貌重建.模拟数据与真实场景数据均验证了本文方法的有效性.三维时频变换视角的智能微观三维重建方法为基于图像聚焦信息的三维形貌重建提供一个崭新的研究视角,在精密制造、亚微米级工业测量等领域具有重要的理论意义和应用价值. 展开更多
关键词 三维重建 无监督学习 稳定性聚类 深度图像 时频变换
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Optimal Expansion Planning Model for Integrated Energy System Considering Integrated Demand Response and Bidirectional Energy Exchange
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作者 Wenkai Dong Zhigang Lu +3 位作者 Liangce He jiangfeng zhang Tao Ma Xiaobo Cao 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2023年第4期1449-1459,共11页
The challenges of energy shortage and environmen-tal protection motivate people to take various measures to use energy wisely,and integrated energy systems are such a measure to tackle this challenge.In this paper,an ... The challenges of energy shortage and environmen-tal protection motivate people to take various measures to use energy wisely,and integrated energy systems are such a measure to tackle this challenge.In this paper,an optimal expansion planning model for an integrated energy system consisting of power grid,gas network and multiple energy hubs is proposed,where the planning objective is to minimize operational fuel cost and capital investment cost covering carbon capture equipment and energy hubs among others.To demonstrate the advantage of the proposed planning model,six case studies are investigated,and 13.47%annual cost savings can be achieved compared with the baseline planning scenario,which does not consider bidirectional energy exchange and integrated demand response program.Index Terms-Bidirectional energy exchange,energy hubs,integrated energy system,integrated demand response. 展开更多
关键词 Bidirectional energy exchange energy hubs integrated energy system integrated demand response.
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