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Control and Optimization of Dedicated Outdoor Air-Chilled Ceiling Systems Using Liquid Desiccant Dehumidification.

机译:使用液体干燥剂除湿的专用室外风冷天花板系统的控制和优化。

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摘要

In the research, a dedicated outdoor air-chilled ceiling (DOAS-CC) system adopting a novel membrane-based total heat exchanger and liquid desiccant dehumidification is proposed and studied. It can achieve independent indoor temperature and humidity controls, provide more effective ventilation, prevent bacteria transmission among different zones, reduce the energy consumption for treating outdoor air, etc.;Robust control is prerequisite for reliable operation of the DOAS-CC system. However, control issues on the integrated system and liquid desiccant dehumidification process have been rarely concerned. The aim of this research is to develop local control methods and optimal control strategies for the DOAS-CC integrated system. It is reached through addressing the following scientific issues: (1) performance study of the membrane-based total heat exchanger; (2) control characteristics of the liquid desiccant dehumidification system; (3) system approach based optimization of DOAS-CC systems considering multiple objectives and multiple variables; (4) condensation control for chilled ceiling system.;The main works of this research are shown as follows. Firstly, a simulator for the whole DOAS-CC system is developed on TRNSYS platform to study the system performance. Mathematical models of major components are developed and validated by experimental data.;Secondly, control methods for the liquid desiccant dehumidification system in air dehumidification process and desiccant solution regeneration process are proposed and evaluated. Control characteristics of the liquid desiccant dehumidification system are also investigated.;Thirdly, control methods for the multi-zone dedicated outdoor air system are developed to decouple the indoor air temperature, humidity and ventilation controls. Performance of optimization methods on air side is evaluated by simulation tests.;Fourthly, a model-based global optimal control strategy is developed considering indoor air temperature, relative humidity and total energy consumption simultaneously. The supply air temperature and humidity of the DOAS and supply chilled water temperature are optimized by genetic algorithm.;Finally, a predictive condensation control strategy is developed for the DOAS-CC system to prevent condensation occurring at the start-up moment. Three neural network models are developed to predict the surface temperature of chilled ceiling, the indoor air dew-point temperature and the optimal prior operation time for DOAS. Performance of these models is evaluated.
机译:在研究中,提出并研究了一种采用新型膜式全热交换器和液体干燥剂除湿的专用室外风冷天花(DOAS-CC)系统。它可以实现独立的室内温度和湿度控制,提供更有效的通风,防止细菌在不同区域之间传播,减少用于处理室外空气的能源消耗等。坚固的控制是DOAS-CC系统可靠运行的前提。但是,很少有人关注集成系统和液体干燥剂除湿过程的控制问题。这项研究的目的是为DOAS-CC集成系统开发局部控制方法和最佳控制策略。通过解决以下科学问题可以达到这一目标:(1)膜基全热交换器的性能研究; (2)液体干燥剂除湿系统的控制特性; (3)基于系统方法的DOAS-CC系统的优化考虑了多个目标和多个变量; (4)冷藏天花板系统的冷凝控制。本研究的主要工作如下。首先,在TRNSYS平台上开发了整个DOAS-CC系统的仿真器,以研究系统性能。建立了主要部件的数学模型,并通过实验数据进行了验证。其次,提出并评价了空气除湿和除湿剂再生过程中液体除湿系统的控制方法。第三,研究了多区域专用室外空气系统的控制方法,以分离室内空气的温度,湿度和通风控制。通过仿真试验评估了空气侧优化方法的性能。第四,研究了同时考虑室内空气温度,相对湿度和总能耗的基于模型的全局最优控制策略。通过遗传算法对DOAS的送风温度和湿度以及冷水温度进行优化。最后,为DOAS-CC系统开发了一种预测性的冷凝控制策略,以防止启动时发生冷凝。开发了三种神经网络模型来预测冷藏天花板的表面温度,室内空气露点温度和DOAS的最佳先前运行时间。评估这些模型的性能。

著录项

  • 作者

    Ge, Gaoming.;

  • 作者单位

    Hong Kong Polytechnic University (Hong Kong).;

  • 授予单位 Hong Kong Polytechnic University (Hong Kong).;
  • 学科 Civil engineering.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 185 p.
  • 总页数 185
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:44:32

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