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基于融合模型的柴油机空气管理系统故障诊断 被引量:6
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作者 王英敏 《科学技术与工程》 北大核心 2020年第25期10280-10286,共7页
柴油机作为重要的动力机械,其性能监测和故障诊断得到重视。而柴油机空气管理系统故障包括进气系统漏气、堵塞和废气再循环(EGR)阀卡涩等,故障将会导致排放恶化和经济性下降。针对空气管理系统具有较强的非线性,无法建立精确的数学模型... 柴油机作为重要的动力机械,其性能监测和故障诊断得到重视。而柴油机空气管理系统故障包括进气系统漏气、堵塞和废气再循环(EGR)阀卡涩等,故障将会导致排放恶化和经济性下降。针对空气管理系统具有较强的非线性,无法建立精确的数学模型等问题,建立了基于数学模型和数据驱动模型的融合模型,针对进气歧管漏气、中冷器堵塞,EGR阀卡滞等故障进行诊断研究。采用机理建模的方法建立EGR流量模型、充气系数模型和基于数据驱动建模的方法建立充气系数模型、进气压力波动幅值模型,利用奇偶方程法进行残差生成器的设计并生成三个残差信号,通过仿真分析可得到故障和残差值之间的映射矩阵,最后,采用模糊推理的方法进行故障诊断。研究结果表明:所构建的故障诊断系统能准确地诊断出空气管理系统的漏气直径为5 mm、堵塞至进气流量减少10%和EGR阀卡滞故障在关闭状态。 展开更多
关键词 空气管理系统 数学模型 数据驱动 融合模型 奇偶方程 结构化残差 故障诊断
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压缩天然气发动机空气管理执行器驱动控制研究 被引量:2
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作者 宋君花 王都 +1 位作者 冒晓建 卓斌 《车用发动机》 北大核心 2014年第1期23-26,31,共5页
阐述了天然气发动机电控系统及其空气管理系统的作用,提出了对执行器驱动的要求。通过对空气管理系统关键执行器电子节气门的非线性分析,研究了硬件驱动信号对节气门驱动动态响应性的影响,确定了节气门驱动的频率和占空比;通过分析旁通... 阐述了天然气发动机电控系统及其空气管理系统的作用,提出了对执行器驱动的要求。通过对空气管理系统关键执行器电子节气门的非线性分析,研究了硬件驱动信号对节气门驱动动态响应性的影响,确定了节气门驱动的频率和占空比;通过分析旁通控制阀特性,建立了旁通阀驱动控制模型。发动机台架试验表明,执行器驱动控制策略可以实现对空气管理系统执行器电子节气门开度以及增压压力的精确控制。 展开更多
关键词 天然气发动机 空气管理系统 执行器 控制策略 台架试验
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The energy flexibility potential of short-term HVAC system management in office buildings under both typical and extreme weather conditions in China during the cooling season
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作者 HUANG Bingjie LIU Meng LI Ziqiao 《土木与环境工程学报(中英文)》 北大核心 2025年第4期157-171,共15页
To meet the challenge of mismatches between power supply and demand,modern buildings must schedule flexible energy loads in order to improve the efficiency of power grids.Furthermore,it is essential to understand the ... To meet the challenge of mismatches between power supply and demand,modern buildings must schedule flexible energy loads in order to improve the efficiency of power grids.Furthermore,it is essential to understand the effectiveness of flexibility management strategies under different climate conditions and extreme weather events.Using both typical and extreme weather data from cities in five major climate zones of China,this study investigates the energy flexibility potential of an office building under three short-term HVAC management strategies in the context of different climates.The results show that the peak load flexibility and overall energy performance of the three short-term strategies were affected by the surrounding climate conditions.The peak load reduction rate of the pre-cooling and zone temperature reset strategies declined linearly as outdoor temperature increased.Under extreme climate conditions,the daily peak-load time was found to be over two hours earlier than under typical conditions,and the intensive solar radiation found in the extreme conditions can weaken the correlation between peak load reduction and outdoor temperature,risking the ability of a building’s HVAC system to maintain a comfortable indoor environment. 展开更多
关键词 energy flexibility demand-side management extreme weather HVAC systems thermal requirements
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Research Progress on Thermal Management of Lithium-Ion Batteries
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作者 Hong-Da Li Qiu-Wan Shen +3 位作者 Zhao-Yang Zhang Xin-Yue Zhao Yuan Wei Shi-An Li 《电化学(中英文)》 2025年第7期1-17,共17页
Nowadays,new energy technologies are developing rapidly,energy storage systems are widely used,and lithium-ion batteries occupy a dominant position among them.Therefore,it is also very important to ensure their perfor... Nowadays,new energy technologies are developing rapidly,energy storage systems are widely used,and lithium-ion batteries occupy a dominant position among them.Therefore,it is also very important to ensure their performance,safety and service life through thermal management technology.In this paper,the causes of thermal runaway of lithium batteries are reviewed firstly,and three commonly used thermal management technologies,namely,air cooling,liquid cooling and phase change material cooling,are compared according to relevant literature in recent years.Air cooling technology has been widely studied because of its simple structure and low cost,but its temperature control effect is poor.Liquid cooling technology takes away heat through the circulation of liquid medium,which has a good cooling effect,but the system is relatively complex.Phase change material(PCM)cooling technology uses the high latent heat of PCM to absorb and re-lease heat,which can effectively reduce the peak temperature of a battery and improve the temperature uniformity,but the low thermal conductivity and liquid leakage are its main problems.To sum up,lithium-ion battery thermal management technology is moving towards a more efficient,safer and cost-effective direction.Coupled cooling systems,such as those combining liquid cooling and phase change material cooling,show great potential.Future research will continue to explore new materials and technologies to meet the growing demands of society and the market for lithium-ion battery perfor-mance and safety. 展开更多
关键词 Lithium-ion battery Thermal runaway Thermal management system Phase change material Air cooling Liquid cooling
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