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Using digital technologies to plan and manage the pipelines network in city 利用数字技术对城市管网进行规划和管理
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-04-24 DOI: 10.1049/smc2.12054
Yufang Huang, Hongtao Peng, Luxin Wen, Tingyan Xing

Promoting the intelligent level of urban pipelines network planning and management is an important way to improve the rational development and utilisation of urban underground space and ensure the safe operation of urban infrastructure systems. The research on using the rapid and visual expression technology of 3D pipelines network model data, which has the functions of techno-economic indexes calculation and automatic comparison of underground pipeline construction projects, effectively avoids possible errors in manual calculation and comparison and improves the efficiency and accuracy of the digital declaration process for project planning. In the 3D Geographic Information Systems (GIS) platform environment, this research help to develop many analysis and approval functions based on the data of the underground pipelines network model and the integrated pipes gallery Building Information Modelling, such as evaluating the compliance, feasibility and scientific of the planning scheme of the underground pipeline construction project, comparing the completion data with the data approved by the administrative departments of the project, evaluating the consistency of them and judging the compliance of the project completion data. The application results of some actual projects cases show that this research can improve the efficiency of planning declaration and approval analysis.

提升城市管网规划管理的智能化水平,是提高城市地下空间合理开发利用、保障城市基础设施系统安全运行的重要途径。研究利用具有地下管道建设项目技术经济指标计算和自动比对功能的三维管网模型数据快速可视化表达技术,有效避免了人工计算、比对中可能出现的误差,提高了项目规划数字化申报流程的效率和准确性。本研究在三维地理信息系统(GIS)平台环境下,基于地下管网模型和综合管廊建筑信息模型的数据,开发了地下管道建设项目规划方案的合规性、可行性和科学性评估、竣工数据与项目管理部门审批数据的比对等诸多分析审批功能;评估它们的一致性,判断项目完成数据的合规性。一些实际工程案例的应用结果表明,该研究可以提高规划申报和审批分析的效率。
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引用次数: 0
Robust scheduling of power system considering social costs and environmental concerns 考虑社会成本和环境因素的电力系统鲁棒调度
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-04-07 DOI: 10.1049/smc2.12053
Alireza Arab Bafrani, Alireza Rezazade, Mostafa Sedighizadeh

One of the most significant problems of the modern electricity markets is to deal with renewable energy resources (RERs) scheduling. The RER generations face severe stochastic behaviour, such that short-term scheduling of them is also complicated. To overcome this drawback, using hydro pumped storage units (HPSUs) as a fast response and eco-friendly technology can help to smooth fluctuations of these types of generations and consequently to appropriately dispatch all generations in the energy and reserve market. This article suggests a stochastic optimisation model to optimally operate thermal power plants as well as HPSUs in the day ahead energy and reserve market. Optimisation aims to minimise operation costs, emissions, and social costs subject to several technical constraints. There is an intrinsic deviation between predicted and actual uncertainty variables in the power system. This article presents a stochastic optimal operation model based on robust optimisation. To improve the flexibility of the proposed market, the curtailed demand as a demand response programme (DRP) is taken into consideration. The CPLEX solver of the GAMS software is used to solve the proposed model which has been formulated as a robust mixed integer linear problem (RMILP). The effectiveness of the proposed model is evaluated by applying the offered model to the 9-bus test power system.

可再生能源调度是现代电力市场面临的重要问题之一。RER代面临着严重的随机行为,因此它们的短期调度也很复杂。为了克服这一缺点,使用抽水蓄能机组(hpsu)作为一种快速响应和环保的技术,可以帮助平滑这些类型代的波动,从而在能源和储备市场中适当地调度所有代。本文提出了一种随机优化模型,用于提前能源和备用市场下火电厂和高压机组的优化运行。优化的目的是最大限度地降低运营成本、排放和社会成本,受到一些技术限制。在电力系统中,预测的不确定性变量与实际的不确定性变量之间存在着内在的偏差。提出了一种基于鲁棒优化的随机优化运行模型。为了提高拟议市场的灵活性,已减少的需求作为需求响应计划(DRP)被考虑在内。利用GAMS软件的CPLEX求解器对该模型进行求解,并将其表述为鲁棒混合整数线性问题(RMILP)。将该模型应用于9母线测试电源系统,验证了该模型的有效性。
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引用次数: 1
Adopting metaverse-related mixed reality technologies to tackle urban development challenges: An empirical study of an Australian municipal government 采用元宇宙相关的混合现实技术应对城市发展挑战:对澳大利亚市政府的实证研究
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-02-14 DOI: 10.1049/smc2.12051
Aaron An

Fast-growing urban areas bring challenges to government authorities. The urban planning system in Australia is still very analogue with paper-based systems as standard practice. Two-dimensional document-based blueprints and Geographic Information System (GIS) maps do not always give stakeholders and investors the necessary insights. By exploring Mixed Reality (MR) application at the municipal government level, this research explains how metaverse-related immersive technologies can assist the government in better engaging with stakeholders and potential partners to improve their understanding of the urban environment and showcase future city developments to foster new opportunities and contribute to the development of the real living world.

快速发展的城市地区给政府当局带来了挑战。澳大利亚的城市规划系统仍然非常类似于纸质系统作为标准做法。基于二维文件的蓝图和地理信息系统(GIS)地图并不总能给利益相关者和投资者提供必要的见解。通过探索混合现实(MR)在市政府层面的应用,本研究解释了与超现实相关的沉浸式技术如何帮助政府更好地与利益相关者和潜在合作伙伴接触,以提高他们对城市环境的理解,并展示未来城市的发展,以培育新的机会,为现实生活世界的发展做出贡献。
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引用次数: 3
Forecast of area-scale behaviours of behind-the-metre solar power and load based on smart-metering net demand data 基于智能计量净需求数据的米后太阳能发电和负荷的区域尺度行为预测
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-27 DOI: 10.1049/smc2.12050
Ayumu Miyasawa, Shogo Akira, Yu Fujimoto, Yasuhiro Hayashi

Local energy self-sufficiency, in which the supply and demand of electricity are controlled such that the generated power from distributed energy resources (DERs) is consumed locally based on a power supply-and-demand forecast, mitigates the burden on the power system and contributes to the efficient use of DERs in smart cities. However, widely available smart metres cannot measure behind-the-metre pure demand and generation from prosumers. Pure demand and generation forecasts without additional metering contribute to advanced supply-and-demand control in smart cities, including demand response. This study proposes a method of forecasting spatio-temporal behaviours of behind-the-metre pure demand and generation by focussing on the information of net demand distribution observable from the smart metres; the proposed method initially predicts the spatio-temporal net demand distribution with a combined forecaster based on the persistence and non-parametric regression models, and then separately estimates the behind-the-metre pure demand and generation by using demand forecast result of neighbouring pure-consumers extracted by considering the area-scale behaviours of the smart metering data. The simulation results demonstrate that the proposed method provides accuracy comparable to forecasts conducted by directly measuring pure demand and generation, without requiring the installation of additional metres.

当地能源自给自足,即控制电力供应和需求,使分布式能源(DERs)产生的电力根据电力供需预测在当地消耗,减轻了电力系统的负担,并有助于智能城市中分布式能源的有效利用。然而,广泛使用的智能电表无法测量电表背后的纯需求和产消者的发电量。无需额外计量的纯需求和发电量预测有助于智能城市的先进供需控制,包括需求响应。本研究提出了一种通过关注从智能电表观察到的净需求分布信息来预测表后纯需求和发电的时空行为的方法;该方法首先利用基于持续回归模型和非参数回归模型的组合预测器预测净需求的时空分布,然后根据智能电表数据的区域尺度行为提取邻近纯用户的需求预测结果,分别估计表后纯需求和发电量。模拟结果表明,该方法的准确度与直接测量纯需求和发电量的预测相当,而无需安装额外的电表。
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引用次数: 2
Distributed energy sharing algorithm for Micro Grid energy system based on cloud computing 基于云计算的微电网能源系统分布式能量共享算法
IF 2.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-01-04 DOI: 10.1049/smc2.12049
Wenwei Su, Yan Shi

The reduction of adverse environmental effects and the socioeconomic advantages of renewable energy systems promote greater integration of distributed energy systems into the traditional electrical networks. A new type of sharing economy is emerging with the sharing of energy resources to reduce transaction costs by using platform services in the cloud. Given the obstacles posed by the legacy system and various forms of renewable energy integration, Distributed Energy and Micro Grids (DE-MG) are an efficient means of raising the quality of energy services. Rules for microgrid scalability, maintaining a budget, and security can make this difficult. Consumers are better at receiving the best renewable energy allotment price using a cloud-based Peer-to-Peer (P2P) network. The main objective is to lower the daily energy cost of microgrid power in commercial buildings. In the proposed work, cloud-based P2P for peer-Multi Agent System (p-MAS) optimization techniques are used to reduce system peak and integrated Demand Response (DR) with Energy Management System (EMS) in a commercial MG. To fill knowledge gaps about how various power market architectures and individual decision-making processes impact local interactions and market outcomes, cloud-based P2P for Modelling Leveraging Agents (MLA) is used for bill calculation. A performance measure is finally created for cost evaluation and reliability to measure the social benefits of cloud-based P2P models for exchanging energy. For various price environments and resource types, a comparison between the proposed cloud-based P2P model with an existing P2P model for exchanging energy is provided. The primary use of a distributed P2P model for exchanging power in a microgrid is to reduce electricity costs and increase grid environment reliability.

可再生能源系统可减少对环境的不利影响,并具有社会经济优势,这促进了分布式能源系统与传统电网的进一步融合。一种新型的共享经济正在兴起,通过共享能源资源,利用云平台服务降低交易成本。鉴于传统系统和各种形式的可再生能源集成所带来的障碍,分布式能源和微电网(DE-MG)是提高能源服务质量的有效手段。微电网的可扩展性、维持预算和安全性等方面的规则可能会使其难以实现。利用基于云的点对点(P2P)网络,消费者可以更好地获得最佳的可再生能源分配价格。主要目标是降低商业建筑微电网电力的日常能源成本。在提议的工作中,基于云的 P2P 对等多代理系统(p-MAS)优化技术被用于降低系统峰值,并将需求响应(DR)与能源管理系统(EMS)集成到商业 MG 中。为了填补关于各种电力市场架构和个人决策过程如何影响本地互动和市场结果的知识空白,基于云的 P2P 建模杠杆代理(MLA)被用于账单计算。最后,为成本评估和可靠性创建了一个性能衡量标准,以衡量基于云的 P2P 能源交换模型的社会效益。针对不同的价格环境和资源类型,对所提出的基于云的 P2P 模型与现有的 P2P 能源交换模型进行了比较。分布式 P2P 模式在微电网中交换电力的主要用途是降低电力成本和提高电网环境可靠性。
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引用次数: 0
A bibliometric and scientometric review of research on crowdsourcing in smart cities 智慧城市众包研究的文献计量学和科学计量学综述
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-25 DOI: 10.1049/smc2.12048
Youtao Jiang, Bowen Guo, Xunda Zhang, Hongxin Tian, Yue Wang, Ming Cheng

The smart city model for operation and governance of modern cities requires huge quantities of data about people and the environment to support related applications, and crowdsourcing is effective for collecting and processing such data. Numerous reviews of the literature on crowdsourcing and smart cities as separate research fields have been published. Research on the intersection of the two is relatively new and lacks a systematic literature review. This study applies bibliometric and scientometric research methods and the research tools to study 367 related publications retrieved from the Web of Science database. Keyword co-occurrence analysis was conducted to find the distribution of publications, research cooperation, and major research areas. Document co-citation analysis was used to examine the domain knowledge structure, and citation burst detection was used to identify trends in research in this topic area. The analysis results clarify the research content and evolutionary context and reveal emerging research trends.

现代城市运行和治理的智慧城市模式需要大量的人和环境数据来支持相关应用,而众包是收集和处理这些数据的有效途径。许多关于众包和智慧城市作为独立研究领域的文献评论已经发表。对两者交集的研究相对较新,缺乏系统的文献综述。本研究运用文献计量学和科学计量学的研究方法和研究工具,对Web of Science数据库中检索到的367篇相关出版物进行了研究。通过关键词共现分析,发现论文发表情况、科研合作情况和主要研究领域。论文共被引分析用于检测领域知识结构,引文爆发检测用于识别该主题领域的研究趋势。分析结果明确了研究内容和进化背景,揭示了新兴的研究趋势。
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引用次数: 0
Guest Editorial: Drones for smart cities 嘉宾评论:智能城市的无人机
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-22 DOI: 10.1049/smc2.12047
Francisco J. Martinez, Chaker Abdelaziz Kerrache, Abderrahmane Lakas
<p>Smart cities and unmanned aerial vehicles (UAVs) are two relatively recent concepts and also hot topics in research. The combination of these two technologies is expected to propel their capabilities even further for enabling revolutionary applications that will improve our quality of life. This Special Issue focuses on novel work done on the application of UAVs where state-of-the-art technologies in sensing, information dissemination, communications, and artificial intelligence (AI) are applied within the context of smart cities.</p><p>Over the years, we have witnessed the joint efforts of academia and industry that have led to not only the introduction of novel applications but also the improvement of communications and the use of AI-based approaches intended to make use of UAVs in future smart cities. However, many issues remain unsolved. Further research efforts are required in the fields of drone networking, sensing, and autonomous driving; including information sharing and delivery, providing common understanding platforms, smart sensing, and also new communication paradigms for the advancement of drone systems within smart cities.</p><p>This Special Issue aimed to investigate the above-mentioned open issues related to ‘Drones for Smart Cities’ and collected three (03) high-quality papers that were accepted after a rigorous review process.</p><p>A review of some of the technical difficulties with aerial coordination and interaction that multirotor UAVs still encounter was presented by Fabra et al. [<span>1</span>]. In order to achieve collision-free flights and swarm-based missions, they highlighted recent advancements that have been published in the literature and presented some recent contributions. The study in this work allows the authors to offer insight into the issues that still need to be resolved in order to make it possible for UAV-based solutions to support sustainable aerial services.</p><p>The study of Popescu et al. [<span>2</span>] examined the potential hovering locations based on each hovering location's unique constraints, such as flight time and coverage, in order to increase connection and ensure data rates in the 5G network. They presented analytical bounds on the connection expansion needs for fixed enhanced mobile broadband infrastructure serving vehicle networks, where both infrastructures and vehicular networks are analysed using stochastic and fractal geometry as a model for urban environments. Overall, the results presented a realistic stochastic communication model for investigating the growth of 5G in smart cities. The computation of precise bounds and the identification of specific behaviours served to highlight the appeal of such a creative framework (such as the characterisation of a threshold). It is also a start in the direction of creating a framework for ‘smart city modeling’ that may be used in different urban contexts.</p><p>Finally, Rathee et al. [<span>3</span>] developed a trustworthy drone-based
智慧城市和无人机是两个相对较新的概念,也是研究的热点。这两种技术的结合有望进一步推动它们的能力,从而实现革命性的应用,从而提高我们的生活质量。本期特刊重点介绍在智能城市背景下应用传感、信息传播、通信和人工智能(AI)等最先进技术的无人机应用方面所做的新工作。多年来,我们见证了学术界和工业界的共同努力,不仅引入了新颖的应用,还改善了通信和使用基于人工智能的方法,旨在在未来的智慧城市中利用无人机。然而,许多问题仍未得到解决。在无人机网络、传感和自动驾驶领域需要进一步的研究;包括信息共享和传递,提供共同理解平台,智能传感,以及智能城市中无人机系统进步的新通信范例。本期特刊旨在调查上述与“智慧城市无人机”相关的开放性问题,并收集了三篇(03篇)高质量的论文,经过严格的审查程序被接受。一些与空中协调和交互,多旋翼无人机仍然遇到的技术困难的审查是由Fabra等人提出[1]。为了实现无碰撞飞行和基于群体的任务,他们强调了最近在文献中发表的进展,并介绍了一些最近的贡献。这项工作的研究使作者能够深入了解仍然需要解决的问题,以便使基于无人机的解决方案能够支持可持续的空中服务。Popescu等人[2]的研究根据每个悬停位置的独特约束(如飞行时间和覆盖范围)检查了潜在的悬停位置,以增加连接并确保5G网络中的数据速率。他们提出了为车辆网络服务的固定增强型移动宽带基础设施的连接扩展需求的分析界限,其中使用随机和分形几何作为城市环境模型分析基础设施和车辆网络。总体而言,研究结果为研究5G在智慧城市中的增长提供了一个现实的随机通信模型。精确边界的计算和特定行为的识别有助于突出这种创造性框架的吸引力(例如阈值的特征)。这也是创建“智慧城市建模”框架的一个开始,可以在不同的城市环境中使用。最后,Rathee等人[3]开发了一种可信赖的基于无人机的智慧城市通信系统,其中智能设备使用无人机进行监控。通过将每个设备分类为合法和恶意设备,基于行为和本地信任模型用于检查每个设备的通信方式。更高的信任级别允许节点继续通信并成为网络的一部分。区块链网络,其中每个设备的信任值作为网络中的一个块来维护,再次监控和分析系统。建议的方法已经过测试,并与现行方案进行了比较;它在吞吐量、延迟、准确性和块更新限制方面都优于它。由于该方法减少了通信存储开销和延迟,因此性能优于现有方法。
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引用次数: 0
Drones in Smart-Cities 智能城市中的无人机
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-22 DOI: 10.1016/c2019-0-00992-2
F. Martinez, C. A. Kerrache, Abderrahmane Lakas
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引用次数: 0
An analysis on the preliminary benefits of aquaculture smart aeration control 水产养殖智能曝气控制初步效益分析
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-19 DOI: 10.1049/smc2.12046
Chi-Yuan Lin, Yu-Tang Shen, Yong-An Tsai, Chao-Chien Chen

Aquaculture in Taiwan is characterised by high breeding densities of up to five times higher than the normal breeding densities. Pollution in the breeding environment and its adjacent waters have exacerbated the occurrence of disease outbreaks in fish, shrimp and shellfish, which greatly impacted the economy. Therefore, the parameters pertaining to water quality status, especially dissolved oxygen are particularly important. In addition to the rising cost of labour, land, infrastructure and other materials, the capital needed to engage in aquaculture has risen, whereas the profits have decreased. This limits the growth of aquaculture and fisheries. To overcome this problem, it is essential to shift towards efficient and ecologically precise smart aquaculture. The application of industrialised and smart systems in the vertical diffusion and in-depth integration of aquaculture facilitates decision-making, improves the level of intelligence in breeding, and enhance aquaculture's contribution to Taiwan's economy.

台湾水产养殖的特点是养殖密度高,可达正常养殖密度的五倍。养殖环境及其邻近水域的污染加剧了鱼虾贝类疾病暴发的发生,对经济造成了极大的影响。因此,与水质状况有关的参数,特别是溶解氧尤为重要。除了劳动力、土地、基础设施和其他材料的成本上升外,从事水产养殖所需的资本增加了,而利润却减少了。这限制了水产养殖和渔业的增长。为了克服这一问题,必须转向高效和生态精确的智能水产养殖。工业化和智能系统在水产养殖垂直扩散和深度融合中的应用,有利于决策,提高养殖的智能化水平,增强水产养殖对台湾经济的贡献。
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引用次数: 0
Smart in city performance: More to practical life than hardware and software 智能城市性能:更多地应用于实际生活而非硬件和软件
IF 3.1 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2022-11-17 DOI: 10.1049/smc2.12045
Faten Hatem

Visions of Smart cities claim to offer better liveability and sustainability through information and communication technology. This study promotes the importance of focussing on spatial aspects and affective factors that impact smart urbanism. It seeks better to inform city governance, spatial planning, and policymaking to focus on what Smart does and what it can achieve for cities in terms of performance rather than on using the notion for prestige purposes. Also, the study recognises the importance of establishing a new meaning for urban progress by moving beyond improving the city's basic services to enhance the actual human experience, which is essential for developing authentic smart cities. The topic presents four overlooked areas: the efficiency paradox, the social aspect, connectedness with nature, and utilising untapped resources. The argument does not invite exploring these themes in silos; it collectively examines smart cities in performance, arguing that there is more to the practical life of smart cities than software and hardware inventions. The research uses a case study approach, presenting Milton Keynes as a living example to learn from while engaging with various methods for data collection, including multi-disciplinary semi-structured interviews, field observations, and data mining.

智慧城市的愿景声称通过信息和通信技术提供更好的宜居性和可持续性。本研究强调了关注影响智慧城市主义的空间方面和情感因素的重要性。它寻求更好地为城市治理、空间规划和政策制定提供信息,将重点放在Smart所做的事情以及它在城市绩效方面可以实现的目标上,而不是将这个概念用于声望目的。此外,该研究还认识到,通过超越改善城市基本服务,增强人类实际体验,为城市发展确立新意义的重要性,这对于发展真正的智慧城市至关重要。该主题提出了四个被忽视的领域:效率悖论、社会方面、与自然的联系以及未开发资源的利用。这一论点并不要求我们孤立地探索这些主题;它集体考察了智慧城市的表现,认为智慧城市的实际生活不仅仅是软件和硬件的发明。该研究采用了案例研究的方法,将米尔顿凯恩斯作为一个活生生的例子来学习,同时采用各种数据收集方法,包括多学科半结构化访谈、实地观察和数据挖掘。
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引用次数: 0
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IET Smart Cities
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