首页 > 最新文献

Trends in Renewable Energy最新文献

英文 中文
Application and Research Progress of Heat Pipe in Thermal Management of Lithium-Ion Battery 热管在锂离子电池热管理中的应用与研究进展
Pub Date : 2022-08-01 DOI: 10.17737/tre.2022.8.2.00145
Yilin Ning, Renyi Tao, Jiaqi Luo, Qianchao Hu
Lithium-ion batteries have the advantages of high energy density, high average output voltage, long service life, and environmental protection, and are widely used in the power system of new energy vehicles. However, during the working process of the battery, the working temperature is too high or too low, which will affect the charging and discharging performance, battery capacity and battery safety. As a result, a battery thermal management system (BTMS) is essential to maintain the proper ambient temperature of the working battery. Thermal management of power batteries is a key technology to ensure maximum battery safety and efficiency. This paper discusses the significance of thermal management technology in the development of new energy vehicles, introduces the main technical means of thermal management of lithium-ion batteries for vehicle, and focuses on the current state of research on the use of various types of heat pipes in lithium-ion batteries. Finally, the use of heat pipes in the thermal control of lithium-ion batteries is promising.
锂离子电池具有能量密度高、平均输出电压高、使用寿命长、环保等优点,广泛应用于新能源汽车的动力系统中。但是,在电池的工作过程中,工作温度过高或过低,都会影响电池的充放电性能、电池容量和电池安全。因此,电池热管理系统(BTMS)对于维持工作电池的适当环境温度至关重要。动力电池的热管理是保证电池安全性和效率最大化的关键技术。本文论述了热管理技术在新能源汽车发展中的意义,介绍了车用锂离子电池热管理的主要技术手段,重点介绍了各类热管在锂离子电池中的应用研究现状。最后,热管在锂离子电池热控制中的应用前景广阔。
{"title":"Application and Research Progress of Heat Pipe in Thermal Management of Lithium-Ion Battery","authors":"Yilin Ning, Renyi Tao, Jiaqi Luo, Qianchao Hu","doi":"10.17737/tre.2022.8.2.00145","DOIUrl":"https://doi.org/10.17737/tre.2022.8.2.00145","url":null,"abstract":"Lithium-ion batteries have the advantages of high energy density, high average output voltage, long service life, and environmental protection, and are widely used in the power system of new energy vehicles. However, during the working process of the battery, the working temperature is too high or too low, which will affect the charging and discharging performance, battery capacity and battery safety. As a result, a battery thermal management system (BTMS) is essential to maintain the proper ambient temperature of the working battery. Thermal management of power batteries is a key technology to ensure maximum battery safety and efficiency. This paper discusses the significance of thermal management technology in the development of new energy vehicles, introduces the main technical means of thermal management of lithium-ion batteries for vehicle, and focuses on the current state of research on the use of various types of heat pipes in lithium-ion batteries. Finally, the use of heat pipes in the thermal control of lithium-ion batteries is promising.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87557899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Review of Engine Emissions Testing Methods for Environmental Sustainability 环境可持续性发动机排放测试方法综述
Pub Date : 2022-01-01 DOI: 10.17737/tre.2022.8.2.00141
Minghao Wang
With the increase of vehicle ownership, vehicle emission pollution has become a major source of air pollution. The control of automobile pollutant emissions is one of the effective methods to reduce air pollution. Domestic and foreign exhaust pollutant testing methods for in-use vehicles have been gradually developed from the original idling method to the double-idling method and the simple working condition method. There are many methods to test the exhaust pollutants of in-use vehicles, but the test operation cycle, gas analysis principle, cost, application occasions and the accuracy level of various testing methods are different. This paper introduces the idling method, the working condition method and the on-board emission testing method for detecting vehicle emission pollutants. Two optimized methods for detecting automotive emission pollutants (namely the double-idle method and the simple transient working condition method) are also introduced.
随着机动车保有量的增加,机动车排放污染已成为大气污染的主要来源。控制汽车污染物的排放是减少大气污染的有效方法之一。国内外在用车辆尾气污染物检测方法已由原来的怠速法逐步发展为双怠速法和简单工况法。对在用车辆尾气污染物进行检测的方法有很多,但各种检测方法的测试运行周期、气体分析原理、成本、应用场合、精度水平等各不相同。介绍了车辆排放污染物检测的空转法、工况法和车载排放检测法。介绍了汽车排放污染物检测的两种优化方法,即双怠速法和简单瞬态工况法。
{"title":"A Review of Engine Emissions Testing Methods for Environmental Sustainability","authors":"Minghao Wang","doi":"10.17737/tre.2022.8.2.00141","DOIUrl":"https://doi.org/10.17737/tre.2022.8.2.00141","url":null,"abstract":"With the increase of vehicle ownership, vehicle emission pollution has become a major source of air pollution. The control of automobile pollutant emissions is one of the effective methods to reduce air pollution. Domestic and foreign exhaust pollutant testing methods for in-use vehicles have been gradually developed from the original idling method to the double-idling method and the simple working condition method. There are many methods to test the exhaust pollutants of in-use vehicles, but the test operation cycle, gas analysis principle, cost, application occasions and the accuracy level of various testing methods are different. This paper introduces the idling method, the working condition method and the on-board emission testing method for detecting vehicle emission pollutants. Two optimized methods for detecting automotive emission pollutants (namely the double-idle method and the simple transient working condition method) are also introduced.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76703390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Energy Conversion and Conservation Technology in Facing Net Zero-Emission Conditions and Supporting National Defense 面向净零排放与支持国防的能源转换与节能技术
Pub Date : 2022-01-01 DOI: 10.17737/tre.2022.8.1.00139
Abdi Manab Idris, N. Sasongko, Y. Kuntjoro
Conversion technology is a solution that was born to solve energy problems and human needs. Without energy, all human activities ranging from households and jobs to the industry cannot work as they should, but energy conversion that uses conventional fuels will cause new issues such as climate changes. Therefore, energy conservation is very important for sustainability and energy saving. So, by reducing energy use, the pollution produced will decrease. This paper focuses on the introduction of energy conversion and conservation technology based on a qualitative literature review to deal with net-zero emission conditions. The conversion technology is environmentally friendly and efficient, and is committed to following the international Net Zero Emissions (NZE) agreement, renewable energy conversion technology and new technologies (fuel cells) to meet Indonesia's defense equipment and defense needs. Indonesia's energy use (2019) consists of oil 35%, coal 37.3%, gas 18.5%, hydropower 2.5%, geothermal 1.7%, biofuel 3%, and other renewables at nearly 2%. In 2013 Indonesia's recoverable shale resources obtained a value of 8 Billion Barrels. Because of that the total CO2 emissions resulting from energy use in Indonesia are 581 MtCO2 in 2019. Efforts to fulfil Indonesia's Nationally Determined Contribution (NDC) continue to be carried out, so that Indonesia's target is to enter a state of net-zero emission by 2060. Fuel cell technology has the potential to be applied in the Indonesian National Army, because of its relatively small size, light weight, zero-emission, high specific energy and zero-noise.
转换技术是为解决能源问题和人类需求而诞生的一种解决方案。如果没有能源,从家庭、工作到工业等所有人类活动都将无法正常进行,但使用传统燃料的能源转换将引发气候变化等新问题。因此,节能对于可持续发展和节能是非常重要的。因此,通过减少能源使用,产生的污染将会减少。本文在定性文献综述的基础上,重点介绍了应对净零排放条件的能源转换和节能技术。该转换技术环保高效,并致力于遵循国际净零排放(NZE)协议,采用可再生能源转换技术和新技术(燃料电池),以满足印尼国防装备和国防需求。印度尼西亚的能源使用(2019年)包括石油35%,煤炭37.3%,天然气18.5%,水电2.5%,地热1.7%,生物燃料3%,其他可再生能源近2%。2013年,印尼可采页岩资源的价值达到80亿桶。因此,2019年印度尼西亚能源使用产生的二氧化碳总排放量为5.81亿吨二氧化碳。印度尼西亚继续努力履行国家自主贡献(NDC),因此印度尼西亚的目标是到2060年进入净零排放状态。燃料电池技术具有体积相对较小、重量轻、零排放、高比能、零噪音等特点,在印尼国民军中具有应用潜力。
{"title":"Energy Conversion and Conservation Technology in Facing Net Zero-Emission Conditions and Supporting National Defense","authors":"Abdi Manab Idris, N. Sasongko, Y. Kuntjoro","doi":"10.17737/tre.2022.8.1.00139","DOIUrl":"https://doi.org/10.17737/tre.2022.8.1.00139","url":null,"abstract":"Conversion technology is a solution that was born to solve energy problems and human needs. Without energy, all human activities ranging from households and jobs to the industry cannot work as they should, but energy conversion that uses conventional fuels will cause new issues such as climate changes. Therefore, energy conservation is very important for sustainability and energy saving. So, by reducing energy use, the pollution produced will decrease. This paper focuses on the introduction of energy conversion and conservation technology based on a qualitative literature review to deal with net-zero emission conditions. The conversion technology is environmentally friendly and efficient, and is committed to following the international Net Zero Emissions (NZE) agreement, renewable energy conversion technology and new technologies (fuel cells) to meet Indonesia's defense equipment and defense needs. Indonesia's energy use (2019) consists of oil 35%, coal 37.3%, gas 18.5%, hydropower 2.5%, geothermal 1.7%, biofuel 3%, and other renewables at nearly 2%. In 2013 Indonesia's recoverable shale resources obtained a value of 8 Billion Barrels. Because of that the total CO2 emissions resulting from energy use in Indonesia are 581 MtCO2 in 2019. Efforts to fulfil Indonesia's Nationally Determined Contribution (NDC) continue to be carried out, so that Indonesia's target is to enter a state of net-zero emission by 2060. Fuel cell technology has the potential to be applied in the Indonesian National Army, because of its relatively small size, light weight, zero-emission, high specific energy and zero-noise.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78365531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
A Review of the Effect of Compressed Natural Gas (CNG) on Combustion and Emission Performance of Internal Combustion Engines 压缩天然气(CNG)对内燃机燃烧和排放性能影响的研究进展
Pub Date : 2022-01-01 DOI: 10.17737/tre.2022.8.2.00144
Yufan Liang
In order to reduce the environmental pollution caused by conventional internal combustion engines, the application of natural gas in internal combustion engines and the combustion and emission performance of natural gas internal combustion engines have been widely studied by scholars. Because the physical and chemical properties of natural gas are different from those of conventional gasoline or diesel, the operating performance of natural gas internal combustion engines in practical applications is also different from that of conventional internal combustion engines. This paper presents the physicochemical properties of compressed natural gas, the two combustion modes (premixed combustion and non-homogeneous diffusion combustion) in internal combustion engines and the effect of compressed natural gas on the performance of internal combustion engines. Compared with gasoline engines, natural gas internal combustion engines have relatively lower power and higher effective power loss; lower effective fuel consumption rate in terms of economy; and lower CO and NOx emissions than gasoline engines in terms of emissions.
为了减少常规内燃机对环境的污染,天然气在内燃机中的应用以及天然气内燃机的燃烧和排放性能得到了学者们的广泛研究。由于天然气的物理和化学性质不同于常规汽油或柴油,因此天然气内燃机在实际应用中的运行性能也不同于常规内燃机。本文介绍了压缩天然气的物理化学性质、内燃机的两种燃烧方式(预混燃烧和非均匀扩散燃烧)以及压缩天然气对内燃机性能的影响。与汽油机相比,天然气内燃机功率相对较低,有效功率损失较高;经济性方面有效燃油消耗率较低;二氧化碳和氮氧化物的排放量也比汽油发动机低。
{"title":"A Review of the Effect of Compressed Natural Gas (CNG) on Combustion and Emission Performance of Internal Combustion Engines","authors":"Yufan Liang","doi":"10.17737/tre.2022.8.2.00144","DOIUrl":"https://doi.org/10.17737/tre.2022.8.2.00144","url":null,"abstract":"In order to reduce the environmental pollution caused by conventional internal combustion engines, the application of natural gas in internal combustion engines and the combustion and emission performance of natural gas internal combustion engines have been widely studied by scholars. Because the physical and chemical properties of natural gas are different from those of conventional gasoline or diesel, the operating performance of natural gas internal combustion engines in practical applications is also different from that of conventional internal combustion engines. This paper presents the physicochemical properties of compressed natural gas, the two combustion modes (premixed combustion and non-homogeneous diffusion combustion) in internal combustion engines and the effect of compressed natural gas on the performance of internal combustion engines. Compared with gasoline engines, natural gas internal combustion engines have relatively lower power and higher effective power loss; lower effective fuel consumption rate in terms of economy; and lower CO and NOx emissions than gasoline engines in terms of emissions.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80377287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling and Performance Investigations of Partially Shaded Solar PV Arrays with Cell Partition Technique based Modules 基于单元划分技术的部分遮阳太阳能光伏阵列建模与性能研究
Pub Date : 2022-01-01 DOI: 10.17737/tre.2022.8.1.00134
V. Balaraju, C. Chengaiah
Solar photovoltaic (PV) modules consist of solar cells connected in series to provide the required output power. The solar PV system is experiencing major challenges, which are mainly due to the partial shadows on the photovoltaic modules leading to mismatching power loss and hot spot problems. Hotspots have become a major cause of PV module failure. The Cell Partition Technique (CPT) is proposed to reduce hotspots and minimize mismatch losses caused by partial shadings. Specifically, each solar PV cell (Full cell) in a solar PV module is divided or partitioned into two half cells (known as Half-Cut Cells or HC) and three equal cells (known as Tri-Cut Cells or TC) in accordance with the proposed technique. The HC and TC types of cells are connected in a strings of series-parallel connection, and bypass diode is placed in middle of the solar PV module to ensure proper operation. The primary aim of this research is to model, evaluate, and investigate the performance of solar PV arrays using new PV modules are developed based on Cell Partition Technique (PVM-CPT), such as half-cut cell modules (HCM), and tri-cut cell modules (TCM) and compared with full-sized cell modules (FCM). These PVM-CPT are connected in Series–Parallel (SP), Total-Cross-Tied (TCT), and proposed static shade dispersion based TCT reconfiguration (SD-TCTR) for the array sizes of 3x4, 4x3 and 4x4, respectively. The purpose is to select the most appropriate solar PV array configurations in terms of the highest global maximum power and thus the lowest mismatch power losses under short and narrow, short and wide, long and narrow, long and wide type of cell level partial shadings. The Matlab/Simulink software is used to simulate and analyze all of the shading cases. The results show that, when compared to conventional module configurations under different shading conditions, the proposed static SD-TCTR arrangement with TC modules (SDTCTR-TCM) exhibits the lowest mismatch power losses and the greatest improvement in array power.
太阳能光伏(PV)组件由串联的太阳能电池组成,以提供所需的输出功率。太阳能光伏系统正面临着重大的挑战,这主要是由于光伏组件上的部分阴影导致的失配功率损失和热点问题。热点已成为光伏组件故障的主要原因。提出了单元分割技术(Cell Partition Technique, CPT),以减少热点和减少部分阴影造成的失配损失。具体来说,根据所提出的技术,太阳能光伏组件中的每个太阳能光伏电池(全电池)被分成两个半电池(称为半切电池或HC)和三个相等的电池(称为三切电池或TC)。HC型和TC型电池串并联连接,旁路二极管置于太阳能光伏组件中间,保证正常工作。本研究的主要目的是利用基于电池分割技术(PVM-CPT)开发的新型光伏组件(如半切电池组件(HCM)和三切电池组件(TCM))对太阳能光伏电池阵列的性能进行建模、评估和研究,并与全尺寸电池组件(FCM)进行比较。这些PVM-CPT分别以串并联(SP),全交叉连接(TCT)和基于静态阴影色散的TCT重构(SD-TCTR)的方式连接,阵列尺寸分别为3x4, 4x3和4x4。目的是在短与窄、短与宽、长与窄、长与宽类型的电池级部分遮阳下,根据最高的全局最大功率选择最合适的太阳能光伏阵列配置,从而实现最低的失配功率损失。使用Matlab/Simulink软件对所有遮阳案例进行了模拟和分析。结果表明,在不同遮光条件下,与传统模块配置相比,本文提出的静态SD-TCTR与TC模块(sdctr - tcm)的失配功率损失最低,阵列功率提升最大。
{"title":"Modeling and Performance Investigations of Partially Shaded Solar PV Arrays with Cell Partition Technique based Modules","authors":"V. Balaraju, C. Chengaiah","doi":"10.17737/tre.2022.8.1.00134","DOIUrl":"https://doi.org/10.17737/tre.2022.8.1.00134","url":null,"abstract":"Solar photovoltaic (PV) modules consist of solar cells connected in series to provide the required output power. The solar PV system is experiencing major challenges, which are mainly due to the partial shadows on the photovoltaic modules leading to mismatching power loss and hot spot problems. Hotspots have become a major cause of PV module failure. The Cell Partition Technique (CPT) is proposed to reduce hotspots and minimize mismatch losses caused by partial shadings. Specifically, each solar PV cell (Full cell) in a solar PV module is divided or partitioned into two half cells (known as Half-Cut Cells or HC) and three equal cells (known as Tri-Cut Cells or TC) in accordance with the proposed technique. The HC and TC types of cells are connected in a strings of series-parallel connection, and bypass diode is placed in middle of the solar PV module to ensure proper operation. The primary aim of this research is to model, evaluate, and investigate the performance of solar PV arrays using new PV modules are developed based on Cell Partition Technique (PVM-CPT), such as half-cut cell modules (HCM), and tri-cut cell modules (TCM) and compared with full-sized cell modules (FCM). These PVM-CPT are connected in Series–Parallel (SP), Total-Cross-Tied (TCT), and proposed static shade dispersion based TCT reconfiguration (SD-TCTR) for the array sizes of 3x4, 4x3 and 4x4, respectively. The purpose is to select the most appropriate solar PV array configurations in terms of the highest global maximum power and thus the lowest mismatch power losses under short and narrow, short and wide, long and narrow, long and wide type of cell level partial shadings. The Matlab/Simulink software is used to simulate and analyze all of the shading cases. The results show that, when compared to conventional module configurations under different shading conditions, the proposed static SD-TCTR arrangement with TC modules (SDTCTR-TCM) exhibits the lowest mismatch power losses and the greatest improvement in array power.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74895424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Backpropagation Neural Network (BPNN) Algorithm for Predicting Wind Speed Patterns in East Nusa Tenggara 反向传播神经网络(BPNN)算法预测东努沙登加拉地区风速模式
Pub Date : 2022-01-01 DOI: 10.17737/tre.2022.8.2.00143
Andri Gunawan, Suyono Thamrin, Y. Kuntjoro, Abd. Rahim Idris
The Paris agreement compels all countries to make major contributions to the zero-emission scheme, a legally binding international treaty on climate change. This fulfilment must be supported by technological developments towards Society 5.0, forcing every country to develop renewable energy (clean energy) on a large scale. One of the renewable energies with the highest efficiency is wind power generation. Its construction requires a large cost, and the best location must consider the high wind speed. East Nusa Tenggara Province is one of the locations in the border area with insufficient electricity. The choice of location was supported by military operations in guarding the border which required a lot of energy. Therefore, it is necessary to predict wind speed patterns based on historical data from the database so that wind power plants can be realized. One of the best methods for long-term prediction of wind speed is the backpropagation neural network (BPPN) method. Wind speed data was used from January 2003 to December 2020 with a total of 216 data sets obtained from NASA. It should be noted that January 2003 to December 2010 data is positioned as input data, while training target data is from January 2011-December 2015. Validation data is determined from January 2016-December 2020. The best predictive architecture model is 8-11-5- 5, learning rate is 0.4 and epoch is 20,000. Prediction accuracy is very good with a mean square error (MSE) value of 0.007634 and a mean absolute percentage error (MAPE) of 11.62783. The highest wind speed was shown in February 2018 as 10.75 m/s.
《巴黎协定》要求所有国家为零排放计划做出重大贡献。零排放计划是一项具有法律约束力的气候变化国际条约。实现这一目标必须得到5.0社会技术发展的支持,迫使每个国家大规模开发可再生能源(清洁能源)。风力发电是效率最高的可再生能源之一。它的建设需要很大的成本,最佳的位置必须考虑到高风速。东努沙登加拉省是边境地区电力不足的地区之一。地点的选择得到了守卫边境的军事行动的支持,这需要大量的能源。因此,有必要根据数据库中的历史数据预测风速模式,以实现风力发电厂。反向传播神经网络(BPPN)是风速长期预测的最佳方法之一。风速数据是从2003年1月到2020年12月,共有216个数据集从美国宇航局获得。需要说明的是,我们将2003年1月至2010年12月的数据定位为输入数据,而训练目标数据为2011年1月至2015年12月。验证数据确定于2016年1月至2020年12月。最佳的预测体系结构模型为8-11-5- 5,学习率为0.4,epoch为20,000。预测精度非常好,均方误差(MSE)为0.007634,平均绝对百分比误差(MAPE)为11.62783。2018年2月的最高风速为10.75米/秒。
{"title":"Backpropagation Neural Network (BPNN) Algorithm for Predicting Wind Speed Patterns in East Nusa Tenggara","authors":"Andri Gunawan, Suyono Thamrin, Y. Kuntjoro, Abd. Rahim Idris","doi":"10.17737/tre.2022.8.2.00143","DOIUrl":"https://doi.org/10.17737/tre.2022.8.2.00143","url":null,"abstract":"The Paris agreement compels all countries to make major contributions to the zero-emission scheme, a legally binding international treaty on climate change. This fulfilment must be supported by technological developments towards Society 5.0, forcing every country to develop renewable energy (clean energy) on a large scale. One of the renewable energies with the highest efficiency is wind power generation. Its construction requires a large cost, and the best location must consider the high wind speed. East Nusa Tenggara Province is one of the locations in the border area with insufficient electricity. The choice of location was supported by military operations in guarding the border which required a lot of energy. Therefore, it is necessary to predict wind speed patterns based on historical data from the database so that wind power plants can be realized. One of the best methods for long-term prediction of wind speed is the backpropagation neural network (BPPN) method. Wind speed data was used from January 2003 to December 2020 with a total of 216 data sets obtained from NASA. It should be noted that January 2003 to December 2010 data is positioned as input data, while training target data is from January 2011-December 2015. Validation data is determined from January 2016-December 2020. The best predictive architecture model is 8-11-5- 5, learning rate is 0.4 and epoch is 20,000. Prediction accuracy is very good with a mean square error (MSE) value of 0.007634 and a mean absolute percentage error (MAPE) of 11.62783. The highest wind speed was shown in February 2018 as 10.75 m/s.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85926667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Study of hydrogen internal combustion engine vehicles based on the whole life cycle evaluation method 基于全生命周期评价方法的氢内燃机汽车研究
Pub Date : 2022-01-01 DOI: 10.17737/tre.2022.8.1.00135
Ping Guo, J. Xu, Chuanhao Zhao, Baoliang Zhang
In order to better achieve the goal of low carbon emissions from vehicles, a whole life cycle assessment of hydrogen-fueled internal combustion engine vehicles has been conducted in recent years. Based on the study of hydrogen use around the world, we studied the emission and economic performance of hydrogen-fueled internal combustion engine vehicles from the beginning of hydrogen production to the end of use (Well-to-Wheel, WTW) based on the whole life cycle evaluation method. The results show that the overall environmental impact of hydrogen production by steam reforming of natural gas is the smallest, and that the rational use of "abandoned electricity" for hydrogen production from electrolytic water in the western part of China significantly reduces the overall environmental impact and the cost of hydrogen production. In the use phase, the emissions are less, which not only can meet the National 6 emission standard, but also can reach higher emission standard after adding exhaust gas recirculation (EGR). From the whole life cycle point of view, hydrogen-fueled internal combustion engine has a very good development prospect.
为了更好地实现汽车低碳排放的目标,近年来对氢燃料内燃机汽车进行了全生命周期评估。在国内外氢气利用研究的基础上,基于全生命周期评价方法,研究了氢燃料内燃机汽车从制氢开始到使用结束(井到车轮,WTW)的排放和经济性。研究结果表明,天然气蒸汽重整制氢对环境的总体影响最小,西部地区合理利用“废电”电解水制氢可显著降低整体环境影响和制氢成本。在使用阶段,排放少,不仅可以达到国六排放标准,而且在加入废气再循环(EGR)后可以达到更高的排放标准。从全生命周期来看,氢燃料内燃机具有很好的发展前景。
{"title":"Study of hydrogen internal combustion engine vehicles based on the whole life cycle evaluation method","authors":"Ping Guo, J. Xu, Chuanhao Zhao, Baoliang Zhang","doi":"10.17737/tre.2022.8.1.00135","DOIUrl":"https://doi.org/10.17737/tre.2022.8.1.00135","url":null,"abstract":"In order to better achieve the goal of low carbon emissions from vehicles, a whole life cycle assessment of hydrogen-fueled internal combustion engine vehicles has been conducted in recent years. Based on the study of hydrogen use around the world, we studied the emission and economic performance of hydrogen-fueled internal combustion engine vehicles from the beginning of hydrogen production to the end of use (Well-to-Wheel, WTW) based on the whole life cycle evaluation method. The results show that the overall environmental impact of hydrogen production by steam reforming of natural gas is the smallest, and that the rational use of \"abandoned electricity\" for hydrogen production from electrolytic water in the western part of China significantly reduces the overall environmental impact and the cost of hydrogen production. In the use phase, the emissions are less, which not only can meet the National 6 emission standard, but also can reach higher emission standard after adding exhaust gas recirculation (EGR). From the whole life cycle point of view, hydrogen-fueled internal combustion engine has a very good development prospect.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89116623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Construction of Hydrogen Safety Evaluation Model Based on Analytic Hierarchy Process (AHP) 基于层次分析法(AHP)的氢安全评价模型构建
Pub Date : 2022-01-01 DOI: 10.17737/tre.2022.8.2.00140
J. Xu, Minghao Wang, Ping Guo
With the large consumption of traditional primary energy, hydrogen as a clean and renewable energy has been widely studied by scholars around the world. Hydrogen is mainly used in hydrogen internal combustion engine and hydrogen fuel cell. Hydrogen internal combustion engine is the direct combustion of hydrogen as fuel, with the advantages of easy use. Alternatively, hydrogen fuel cell converts the chemical energy of hydrogen into electrical energy by electrochemical reaction, which has the advantages of high efficiency and zero pollution. Regardless of the use method, the safety of hydrogen use needs to be considered. However, in the whole life cycle of hydrogen, the process from hydrogen production to the use of hydrogen in automobiles is extremely complex. There are many factors affecting the safety of hydrogen use, and a single factor cannot be used as an evaluation. In order to make the evaluation of hydrogen safety more complete and accurate, the weight of four primary evaluation indexes and eight secondary evaluation indexes affecting hydrogen safety is determined by analytic hierarchy process, and a reliable hydrogen safety evaluation model is established.
随着传统一次能源的大量消耗,氢作为一种清洁的可再生能源受到了世界各国学者的广泛研究。氢主要用于氢内燃机和氢燃料电池。氢内燃机是直接燃烧氢作为燃料,具有使用方便的优点。另一种是氢燃料电池通过电化学反应将氢的化学能转化为电能,具有效率高、零污染的优点。无论采用何种使用方法,都需要考虑氢气使用的安全性。然而,在氢的整个生命周期中,从制氢到氢在汽车上的使用过程是极其复杂的。影响氢气安全使用的因素很多,不能用单一因素作为评价标准。为了使氢安全评价更加完整和准确,采用层次分析法确定了影响氢安全的4个一级评价指标和8个二级评价指标的权重,建立了可靠的氢安全评价模型。
{"title":"Construction of Hydrogen Safety Evaluation Model Based on Analytic Hierarchy Process (AHP)","authors":"J. Xu, Minghao Wang, Ping Guo","doi":"10.17737/tre.2022.8.2.00140","DOIUrl":"https://doi.org/10.17737/tre.2022.8.2.00140","url":null,"abstract":"With the large consumption of traditional primary energy, hydrogen as a clean and renewable energy has been widely studied by scholars around the world. Hydrogen is mainly used in hydrogen internal combustion engine and hydrogen fuel cell. Hydrogen internal combustion engine is the direct combustion of hydrogen as fuel, with the advantages of easy use. Alternatively, hydrogen fuel cell converts the chemical energy of hydrogen into electrical energy by electrochemical reaction, which has the advantages of high efficiency and zero pollution. Regardless of the use method, the safety of hydrogen use needs to be considered. However, in the whole life cycle of hydrogen, the process from hydrogen production to the use of hydrogen in automobiles is extremely complex. There are many factors affecting the safety of hydrogen use, and a single factor cannot be used as an evaluation. In order to make the evaluation of hydrogen safety more complete and accurate, the weight of four primary evaluation indexes and eight secondary evaluation indexes affecting hydrogen safety is determined by analytic hierarchy process, and a reliable hydrogen safety evaluation model is established.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77032232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Life Cycle Assessment of a Coke Cleaning Agent 焦炭清洗剂的生命周期评价
Pub Date : 2022-01-01 DOI: 10.17737/tre.2022.8.1.00142
Yu-Ri Gong, Changyan Yang, Yinhang Qu, Jiayi Li, Bo-han Yang, Yigang Ding, Bo Zhang
The life cycle assessment of the coke cleaning agent developed by a university-enterprise cooperation project was conducted. This cleaning agent has the characteristics of phosphorus-free, environmentally friendly, and broad market prospects. The life cycle assessment of the established model showed that the GWP of producing 1kg of coke cleaning agent is 1.19 kg CO2 eq, PED is 13.17 MJ, WU is 186.74 kg, AP is 3.63E-03 kg SO2 eq, ADP is 7.75E-05 kg antimony eq, EP is 1.30E-03 kg PO43-eq, RI is 1.16E-03 kg PM2.5 eq, ODP is 4.63E-06 kg CFC-11 eq, and POFP is 1.85E-03 kg NMVOC eq .The uncertainty of the results is between 4.20% and 24.05%. The carbon footprint (GWP) analysis showed that the production process of isotridecanol polyoxyethylene ether, isopropanol, fatty alcohol polyoxyethylene ether M and isodecanol polyoxyethylene ether contributed significantly. The average sensitivity analysis showed that the most influential processes were sodium lauryl amphoacetate, isopropanol, and tripropylene glycol methyl ether.
对校企合作项目开发的焦炭清洗剂进行了生命周期评价。该清洗剂具有无磷、环保的特点,市场前景广阔。建立的模型的生命周期评价结果表明,生产1kg焦炭净水剂的GWP为1.19 kg CO2当量,PED为13.17 MJ, WU为186.74 kg, AP为3.63E-03 kg SO2当量,ADP为7.75E-05 kg antimony当量,EP为1.30E-03 kg po43当量,RI为1.16E-03 kg PM2.5当量,ODP为4.63E-06 kg CFC-11当量,POFP为1.85E-03 kg NMVOC当量,结果的不确定度在4.20% ~ 24.05%之间。碳足迹(GWP)分析表明,异三醇聚氧乙烯醚、异丙醇、脂肪醇聚氧乙烯醚M和异癸醇聚氧乙烯醚的生产工艺贡献显著。平均敏感性分析表明,影响最大的工艺是十二烷基两性乙酸钠、异丙醇和三丙二醇甲基醚。
{"title":"Life Cycle Assessment of a Coke Cleaning Agent","authors":"Yu-Ri Gong, Changyan Yang, Yinhang Qu, Jiayi Li, Bo-han Yang, Yigang Ding, Bo Zhang","doi":"10.17737/tre.2022.8.1.00142","DOIUrl":"https://doi.org/10.17737/tre.2022.8.1.00142","url":null,"abstract":"The life cycle assessment of the coke cleaning agent developed by a university-enterprise cooperation project was conducted. This cleaning agent has the characteristics of phosphorus-free, environmentally friendly, and broad market prospects. The life cycle assessment of the established model showed that the GWP of producing 1kg of coke cleaning agent is 1.19 kg CO2 eq, PED is 13.17 MJ, WU is 186.74 kg, AP is 3.63E-03 kg SO2 eq, ADP is 7.75E-05 kg antimony eq, EP is 1.30E-03 kg PO43-eq, RI is 1.16E-03 kg PM2.5 eq, ODP is 4.63E-06 kg CFC-11 eq, and POFP is 1.85E-03 kg NMVOC eq .The uncertainty of the results is between 4.20% and 24.05%. The carbon footprint (GWP) analysis showed that the production process of isotridecanol polyoxyethylene ether, isopropanol, fatty alcohol polyoxyethylene ether M and isodecanol polyoxyethylene ether contributed significantly. The average sensitivity analysis showed that the most influential processes were sodium lauryl amphoacetate, isopropanol, and tripropylene glycol methyl ether.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86565964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Information Technology, Artificial Intelligence and Machine Learning in Smart Grid – Performance Comparison between Topology Identification Methodology and Neural Network Identification Methodology for the Branch Number Approximation of Overhead Low-Voltage Broadband over Power Lines Network Topolog 智能电网中的信息技术、人工智能和机器学习——架空低压宽带电力线网络拓扑分支数逼近的拓扑识别方法与神经网络识别方法的性能比较
Pub Date : 2021-12-01 DOI: 10.17737/tre.2021.7.1.00133
A. Lazaropoulos
Broadband over Power Lines (BPL) networks that are deployed across the smart grid can benefit from the usage of machine learning, as smarter grid diagnostics are collected and analyzed. In this paper, the neural network identification methodology of Overhead Low-Voltage (OV LV) BPL networks that aims at identifying the number of branches for a given OV LV BPL topology channel attenuation behavior is proposed, which is simply denoted as NNIM-BNI. In order to identify the branch number of an OV LV BPL topology through its channel attenuation behavior, NNIM-BNI exploits the Deterministic Hybrid Model (DHM), which has been extensively tested in OV LV BPL networks for their channel attenuation determination, and the OV LV BPL topology database of Topology Identification Methodology (TIM). The results of NNIM-BNI towards the branch number identification of OV LV BPL topologies are compared against the ones of a newly proposed TIM-based methodology, denoted as TIM-BNI.
部署在智能电网上的电力线宽带(BPL)网络可以从机器学习的使用中受益,因为可以收集和分析更智能的电网诊断。本文提出了一种架空低压(OV LV) BPL网络的神经网络识别方法,其目的是识别给定OV LV BPL拓扑信道衰减行为的支路数量,简单地表示为nimm - bni。为了通过信道衰减行为来识别OV LV BPL拓扑的分支数,nimm - bni利用了确定性混合模型(DHM),该模型已经在OV LV BPL网络中进行了广泛的信道衰减确定测试,以及拓扑识别方法(TIM)的OV LV BPL拓扑数据库。将nimm - bni在OV LV BPL拓扑分支数识别方面的结果与新提出的基于tim的方法(称为TIM-BNI)的结果进行了比较。
{"title":"Information Technology, Artificial Intelligence and Machine Learning in Smart Grid – Performance Comparison between Topology Identification Methodology and Neural Network Identification Methodology for the Branch Number Approximation of Overhead Low-Voltage Broadband over Power Lines Network Topolog","authors":"A. Lazaropoulos","doi":"10.17737/tre.2021.7.1.00133","DOIUrl":"https://doi.org/10.17737/tre.2021.7.1.00133","url":null,"abstract":"Broadband over Power Lines (BPL) networks that are deployed across the smart grid can benefit from the usage of machine learning, as smarter grid diagnostics are collected and analyzed. In this paper, the neural network identification methodology of Overhead Low-Voltage (OV LV) BPL networks that aims at identifying the number of branches for a given OV LV BPL topology channel attenuation behavior is proposed, which is simply denoted as NNIM-BNI. In order to identify the branch number of an OV LV BPL topology through its channel attenuation behavior, NNIM-BNI exploits the Deterministic Hybrid Model (DHM), which has been extensively tested in OV LV BPL networks for their channel attenuation determination, and the OV LV BPL topology database of Topology Identification Methodology (TIM). The results of NNIM-BNI towards the branch number identification of OV LV BPL topologies are compared against the ones of a newly proposed TIM-based methodology, denoted as TIM-BNI.","PeriodicalId":23305,"journal":{"name":"Trends in Renewable Energy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90534677","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Trends in Renewable Energy
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1