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Real-time object detection technology in railway operations 铁路运行中的实时目标检测技术
Q2 Engineering Pub Date : 2021-09-30 DOI: 10.33430/v28n3thie-2020-0028
Rock K C Ho, Zhangyu Wang, Simon Tang, Qiang Zhang
Development of new technology to enhance train operability, in particular during manual driving by real-time object detection on track, is one of the rising trends in the railway industry. The function of object detection can provide train operators with reminder alerts whenever there is an object detected close to a train, e.g. a defined distance from the train. In this paper, a two-stage vision-based method is proposed to achieve this goal. At first, the Targets Generation Stage focuses on extracting all potential targets by identifying the centre points of targets. Meanwhile, the Targets Reconfirmation Stage is further adopted to re-analyse the potential targets from the previous stage to filter out incorrect potential targets in the output. The experiment and evaluation result shows that the proposed method achieved an Average Precision (AP) of 0.876 and 0.526 respectively under typical scenario sub-groups and extreme scenario sub-groups of the data set collected from a real railway environment at the methodological level. Furthermore, at the application level, high performance with the False Alarm Rate (FAR) of 0.01% and Missed Detection Rate (MDR) of 0.94%, which is capable of practical application, was achieved during the operation in the Tsuen Wan Line (TWL) in Hong Kong.
开发新技术以提高列车的可操作性,特别是通过轨道上的实时目标检测来提高人工驾驶时的可操作性,是铁路工业的一个新兴趋势。物体检测功能可以为列车操作员提供提醒警报,每当在列车附近检测到物体时,例如距离列车指定的距离。本文提出一种基于两阶段视觉的方法来实现这一目标。首先,目标生成阶段的重点是通过识别目标中心点来提取所有潜在目标。同时,进一步采用目标再确认阶段对前一阶段的潜在目标进行重新分析,过滤掉输出中不正确的潜在目标。实验和评价结果表明,在方法层面上,该方法在真实铁路环境数据集的典型情景子组和极端情景子组下的平均精度(AP)分别为0.876和0.526。此外,在应用层面,香港荃湾线的误报率(FAR)为0.01%,漏检率(MDR)为0.94%,达到了可实际应用的高性能。
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引用次数: 0
A perspective of pipejacking works by tunnel boring machines in Hong Kong: part I – development, selection of design, operations and types of techniques 香港隧道掘进机顶管工程透视:第一部分——设计、操作和技术类型的开发、选择
Q2 Engineering Pub Date : 2021-09-30 DOI: 10.33430/v28n3thie-2021-0019
Wilson W S Mok, Andrew S W Ng
In this paper, the history of pipejacking works by tunnel boring machines in Hong Kong, their development, selection of design method and tunnel boring machine (TBM), operations, length and alignment of a pipeline, types of techniques to suit different site constraints and ground conditions, and performance of the works are discussed. This paper should be read together with part II, which covers applications, problems encountered, cost and prospects.
本文论述了香港隧道掘进机顶管工程的历史、发展、设计方法和隧道掘进机(TBM)的选择、管道的操作、长度和定线、适合不同场地限制和地面条件的技术类型以及工程的性能。本文应与第二部分一起阅读,第二部分涵盖应用、遇到的问题、成本和前景。
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引用次数: 0
A perspective of pipejacking works by tunnel boring machines in Hong Kong: part II – applications, problems encountered, cost and prospects 香港隧道掘进机顶管工程展望:第二部分——应用、遇到的问题、成本和前景
Q2 Engineering Pub Date : 2021-09-30 DOI: 10.33430/v28n3thie-2021-0020
Wilson W S Mok, Andrew S W Ng
In this paper, application of special techniques such as pipe roof construction, retractable TBM, and rectangular TBM to address site difficulties and constraints is highlighted. Cost and prospects of TBM pipejacking works are discussed. Some observations, including problems encountered and overcome, are also highlighted. This paper should be read together with part I, which covers development, selection of design, operations and types of techniques.
本文重点介绍了管棚施工、伸缩式TBM和矩形TBM等特殊技术的应用,以解决现场的困难和制约因素。讨论了TBM顶管工程的成本和前景。还强调了一些意见,包括遇到和克服的问题。本文应与第一部分一起阅读,第一部分涵盖开发、设计选择、操作和技术类型。
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引用次数: 0
Towards a hydrogen economy – a sustainable pathway for global energy transition 迈向氢经济——全球能源转型的可持续之路
Q2 Engineering Pub Date : 2021-06-30 DOI: 10.33430/v28n2thie-2020-0046
Jeffrey Kwok
Hydrogen is receiving increasing attention for achieving carbon abatement in various sectors, including transport, logistics, thermal engineering and industrial feedstock, etc. Hydrogen can also support distributed power supply that raises national energy security. Both commercial and industrial sectors share a common vision that increasing the cost-effectiveness of renewable hydrogen represents their strategic achievement towards substantial sustainability. This paper explains how hydrogen can play seven roles in the energy transition which include large-scale integration of renewable energy into the power grid, medium for storing and distributing energy across sectors and/or regions, a buffer to increase the electric system resilience and clean fuel for fuel cell vehicles to decarbonise transport. Besides, hydrogen can decarbonise building energy consumption and serve as feedstock using captured carbon. Power Assets Holdings Limited (PAH), a global investor in energy and utility-related business, has identified a hydrogen economy as a strategic vision in its business plan for zero carbon readiness in 2035 and a carbon-free business model in 2050. In this paper, the features and attributes of different hydrogen projects, such as H21 and InTEGRel in the UK and Hydrogen Park in South Australia, are discussed to demonstrate the commercial deployment of hydrogen power.
氢能在运输、物流、热力工程和工业原料等各个领域因实现碳减排而受到越来越多的关注。氢能还可以支持分布式电力供应,从而提高国家能源安全。商业和工业部门都有一个共同的愿景,即提高可再生氢气的成本效益代表着他们在实现实质性可持续性方面取得的战略成就。本文解释了氢如何在能源转型中发挥七个作用,包括可再生能源大规模整合到电网中,跨部门和/或地区储存和分配能源的介质,提高电力系统弹性的缓冲区,以及燃料电池汽车的清洁燃料,以实现运输脱碳。此外,氢气可以使建筑能耗脱碳,并利用捕获的碳作为原料。能源和公用事业相关业务的全球投资者Power Assets Holdings Limited(PAH)已将氢能经济确定为其2035年零碳就绪商业计划和2050年无碳商业模式的战略愿景。本文讨论了不同氢能项目的特点和属性,如英国的H21和InTEGRel以及南澳大利亚的氢能公园,以展示氢能的商业部署。
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引用次数: 4
Foreword 前言
Q2 Engineering Pub Date : 2021-06-30 DOI: 10.33430/v28n2foreword
Ni Meng
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引用次数: 0
Can hydrogen enriched biogas be used as domestic fuel? - Part II: Pollutants Emission from Combustion of Biogas/H2/air Fuel Mixture 富含氢气的沼气可以用作家用燃料吗?-第二部分:沼气/H2/空气燃料混合物燃烧产生的污染物排放
Q2 Engineering Pub Date : 2021-06-30 DOI: 10.33430/v28n2thie-2020-0042
U. Kahangamage, Yi Chen, Quan Zhou, C. Leung
Biogas is considered a sustainable source of energy which is largely untapped owing to its inherent weaknesses such as low thermal performance and potentially harmful emissions. Its thermal performance and emission characteristics can be enhanced through the technique of enriching with higher grade fuel. In this research study, biogas enriched with hydrogen was tested for its emission characteristics. A synthetic biogas identified as BG60 (60% CH4 and 40% CO2) enriched with 20% hydrogen (80%BG60-20%H2) was used for the test. Experiments were carried out for combustion of the enriched gas for a wide range of Reynolds numbers and equivalence ratios. The results indicate that the enriched fuel emits less CO and NOx than commonly used domestic fuel LPG. It also has a better thermal and emission performance than BG60. The low pollutant emissions compared with LPG, use of renewable feedstock for biogas production, and competitive cost may make the blended 80%BG60-20%H2 an attractive sustainable alternative domestic fuel choice for environmentally conscious urban dwellers of modern cities.
沼气被认为是一种可持续能源,由于其固有的弱点,如低热性能和潜在的有害排放,该能源在很大程度上尚未开发。它的热性能和排放特性可以通过更高等级燃料的富集技术来提高。在这项研究中,对富含氢气的沼气的排放特性进行了测试。将鉴定为富含20%氢气(80%BG60-20%H2)的BG60(60%CH4和40%CO2)的合成沼气用于测试。对在宽雷诺数和当量比范围内的富集气体的燃烧进行了实验。结果表明,与常用的家用燃料LPG相比,富燃料排放的CO和NOx更少。它还具有比BG60更好的热性能和发射性能。与液化石油气相比,污染物排放量低,使用可再生原料生产沼气,成本有竞争力,这可能使混合的80%BG60-20%H2成为现代城市有环保意识的城市居民有吸引力的可持续替代家用燃料选择。
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引用次数: 1
Progress in practical hydrogen production and utilisation in East Asia 东亚实际氢气生产和利用进展
Q2 Engineering Pub Date : 2021-06-30 DOI: 10.33430/v28n2thie-2020-0047
Pradipto Suwidji, H. Y. Chung, Y. Ng
Development of hydrogen utilisation for energy applications has seen promising innovation towards the future prospect of clean and sustainable energy, benefitting various aspects of environmental, social, industrial and energy security. In the APEC region, several economies, such as the USA, China, Australia, Japan and South Korea, have shown interest in the development of hydrogen technology for energy applications. These economies have been devoting effort towards research and development programmes, pilot projects and, up to a certain point, implementing it in their communities. In addition, these economies each have their own tailored hydrogen roadmap or strategy, ensuring a smoother path towards hydrogen development. In this mini-review, we analysed the approaches of three selected economies in the East Asia region towards hydrogen technology, namely China, Japan and South Korea. Each of these economies have their own strategies and priorities towards the application, production and future development of hydrogen technology. This review also analysesthe future possibilities for the integration of hydrogen technology into various sectors, as well as various constraints faced by each economy. Therefore, the review might serve as a valuable reference towards the feasibility of future hydrogen technology development in the East Asia and APEC region.
能源应用氢气利用的发展为清洁和可持续能源的未来前景带来了有希望的创新,有利于环境、社会、工业和能源安全的各个方面。在亚太经合组织区域,美国、中国、澳大利亚、日本和韩国等几个经济体对开发用于能源应用的氢技术表现出了兴趣。这些经济体一直致力于研究和发展方案、试点项目,并在一定程度上在其社区实施。此外,这些经济体都有自己量身定制的氢能路线图或战略,确保氢能发展的道路更加顺畅。在这篇小型综述中,我们分析了东亚地区三个选定经济体,即中国、日本和韩国,对氢能技术的态度。这些经济体在氢技术的应用、生产和未来发展方面都有自己的战略和优先事项。这篇综述还分析了氢技术融入各个部门的未来可能性,以及每个经济体面临的各种限制。因此,该审查可能对东亚和亚太经合组织地区未来氢能技术发展的可行性提供有价值的参考。
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引用次数: 0
Can hydrogen enriched biogas be used as domestic fuel? - Part I – Thermal Characteristics of Blended Biogas/H2 Impinging Flames 富含氢气的沼气可以用作家用燃料吗?-第一部分-混合沼气/H2撞击火焰的热特性
Q2 Engineering Pub Date : 2021-06-30 DOI: 10.33430/v28n2thie-2020-0040
Yi Chen, U. Kahangamage, Quan Zhou, C. Leung
Biogas is a renewable energy source widely produced by breakdowns of organic matters in natural environment and industry. However, it is not yet an ideal replacement of fossil fuels because its high CO2 content would deteriorate its thermal performance. To upgrade biogas for possible domestic application, hydrogen enrichment is proposed by adding high-grade hydrogen (H2) to biogas in order to improve its flammability and heating value, and reduce pollutant emission. However, most previous studies on blended Biogas/H2 focus on analysing the effects of H2 fraction and nozzle-to-plate distance on the heat flux profile and flame temperature. No comprehensive study has ever demonstrated the influence of the Reynolds number and equivalence ratio under a wide operating range. In this study, a test rig was built to investigate the effects of the Reynolds number and equivalence ratio on heat flux and thermal efficiency of blended biogas/H2 impinging flame. The blended biogas/H2 consisted of 80% biogas and 20% H2 addition in volume. Biogas was artificially made by 60% CH4 and 40% CO2 (BG60). The Reynolds number ranges from 300 to 1500 and equivalence ratio ranges from 1 to 3. A comparative study was also conducted between pure biogas (BG60) and biogas with 20% H2 enrichment.
沼气是一种可再生能源,通过自然环境和工业中有机物的分解而广泛生产。然而,它还不是化石燃料的理想替代品,因为它的高二氧化碳含量会恶化其热性能。为了使沼气升级为可能的国内应用,建议通过在沼气中添加高级氢气(H2)来提高沼气的可燃性和热值,并减少污染物排放。然而,以前大多数关于混合沼气/H2的研究都集中在分析H2分数和喷嘴到板的距离对热通量分布和火焰温度的影响。没有一项全面的研究表明雷诺数和当量比在宽工作范围内的影响。在本研究中,建立了一个试验台来研究雷诺数和当量比对混合沼气/H2撞击火焰的热通量和热效率的影响。混合的沼气/H2由体积上80%的沼气和20%的H2添加组成。沼气是由60%的CH4和40%的CO2(BG60)人工制造的。雷诺数在300到1500之间,当量比在1到3之间。还对纯沼气(BG60)和富氢20%的沼气进行了比较研究。
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引用次数: 1
Green hydrogen production by solar photocatalysis using Pt-TiO2 nanosheets withreactive facets 利用具有活性面的Pt-TiO2纳米片的太阳能光催化绿色制氢
Q2 Engineering Pub Date : 2021-06-30 DOI: 10.33430/v28n2thie-2020-0039
Bin Wang, Daniel H C Wan, A. T. Cheung, D. Leung, Xiao-Ying Lu, M. Leung
Green production of hydrogen is essential for the development of a hydrogen economy. In this study, the photocatalytic water-splitting technology is developed to harness solar energy for production of renewable hydrogen. Pt-TiO2 nanosheets were fabricated by a facile hydrothermal method, followed by photo-reduction of Pt(acac)2 on B,F-codoped TiO2 with reactive facets. The as-prepared photocatalysts were characterised by transmission electron microscopy (TEM), X-ray diffraction (XRD), energy-dispersive X-ray spectroscopy (EDX) and UV-vis diffuse reflectance spectroscopy (DRS). The photocatalytic hydrogen production performance was systematically investigated under UV-visible irradiation. The parametric results indicate that the TiO2 nanosheet structure, Pt loading and photocatalyst concentration have significant impacts on the photocatalytic hydrogen production. The highest hydrogen production rate obtained is 5,086 μmol h-1g-1.
氢的绿色生产对发展氢经济至关重要。在本研究中,开发了光催化水分解技术,以利用太阳能生产可再生氢气。通过简单的水热方法制备了Pt-TiO2纳米片,然后在具有反应性小平面的B,F共掺杂TiO2上光还原Pt(acac)2。通过透射电子显微镜(TEM)、X射线衍射(XRD)、能量色散X射线光谱(EDX)和紫外-可见漫反射光谱(DRS)对所制备的光催化剂进行了表征。系统地研究了紫外-可见光照射下的光催化制氢性能。参数结果表明,TiO2纳米片结构、Pt负载量和光催化剂浓度对光催化制氢有显著影响。获得的最高产氢速率为5086μmol h-1g-1。
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引用次数: 0
Is the hydrogen-powered train a possibility for Hong Kong’s new railway projects? 氢动力列车是否有可能用于香港的新铁路项目?
Q2 Engineering Pub Date : 2021-06-30 DOI: 10.33430/v28n2thie-2020-0037
Jacky Ping Pan Chan
Prized for its emission-free nature, cutting-edge hydrogen fuel cell technology is maturing and thus gaining global interest. As a sustainable energy source and storage, hydrogen power has grown into a possible solution to curtail global warming. In the transport industry, the hydrogen train has been seen as a successful application in Germany. With the new railway project opportunities in Hong Kong, this study will examine the preliminary feasibility of introducing hydrogen trains to this cosmopolitan city in Asia. This paper focuses on the socio-economic impact on various stakeholders as a qualitative analysis. The carbon footprint savings in switching to hydrogen train operation is estimated as quantitative analysis.
尖端的氢燃料电池技术因其无排放特性而备受赞誉,正在成熟,从而引起全球的兴趣。作为一种可持续的能源和储存,氢能已成为遏制全球变暖的可能解决方案。在运输行业,氢火车在德国被视为一种成功的应用。随着香港新铁路项目的发展,本研究将探讨在这个亚洲大都会引入氢动力列车的初步可行性。本文侧重于对各种利益攸关方的社会经济影响进行定性分析。转换为氢气列车运行所节省的碳足迹估计为定量分析。
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引用次数: 0
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Transactions Hong Kong Institution of Engineers
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