Applications of ML/DL in the management of smart cities and societies based on new trends in information technologies: A systematic literature review

Sustainable Cities and Society, Journal Year: 2022, Volume and Issue: 85, P. 104089 - 104089

Published: July 23, 2022

Language: Английский

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A Survey on IoT-Enabled Smart Grids: Emerging, Applications, Challenges, and Outlook

Energies, Journal Year: 2022, Volume and Issue: 15(19), P. 6984 - 6984

Published: Sept. 23, 2022

Swift population growth and rising demand for energy in the 21st century have resulted considerable efforts to make electrical grid more intelligent responsive accommodate consumers’ needs better while enhancing reliability efficiency of modern power systems. Internet Things (IoT) has appeared as one enabling technologies smart grids by delivering abundant cutting-edge solutions various domains, including critical infrastructures. As IoT-enabled devices continue flourish, major challenges is security issues, since IoT are connected through Internet, thus making vulnerable a diverse range cyberattacks. Given possible cascading consequences shutting down system, cyberattack on would disastrous implications stability all grid-connected Most gadgets our homes, workplaces, hospitals, trains require electricity run. Therefore, entire subject cyberattacks when single device hacked. Such attacks supplies may bring cities standstill, resulting massive economic losses. result, an important element address before large-scale deployment IoT-based In this report, first, we review architecture infrastructure grids; then, focus issues regarding their implementation. Lastly, main outcome study, highlight advanced that can help be resilient secure overcoming existing cyber physical attacks. regard, future, broad implementation data transmission systems based blockchain techniques necessary safeguard against cyber-physical adversaries.

Language: Английский

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Smart City Data Science: Towards data-driven smart cities with open research issues

Internet of Things, Journal Year: 2022, Volume and Issue: 19, P. 100528 - 100528

Published: April 20, 2022

Language: Английский

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Smart cities: the role of Internet of Things and machine learning in realizing a data-centric smart environment

Complex & Intelligent Systems, Journal Year: 2023, Volume and Issue: 10(1), P. 1607 - 1637

Published: July 27, 2023

Abstract This paper explores the concept of smart cities and role Internet Things (IoT) machine learning (ML) in realizing a data-centric environment. Smart leverage technology data to improve quality life for citizens enhance efficiency urban services. IoT have emerged as key technologies enabling city solutions that rely on large-scale collection, analysis, decision-making. presents an overview cities’ various applications discusses challenges associated with implementing environments. The also compares different case studies successful implementations utilizing technologies. findings suggest these potential transform environments enable creation more livable, sustainable, efficient cities. However, significant remain regarding privacy, security, ethical considerations, which must be addressed realize full

Language: Английский

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Comprehensive systematic review of information fusion methods in smart cities and urban environments

Information Fusion, Journal Year: 2024, Volume and Issue: 107, P. 102317 - 102317

Published: Feb. 21, 2024

Smart cities result from integrating advanced technologies and intelligent sensors into modern urban infrastructure. The Internet of Things (IoT) data integration are pivotal in creating interconnected spaces. In this literature review, we explore the different methods information fusion used smart cities, along with their advantages challenges. However, there notable challenges managing diverse sources, handling large volumes, meeting near-real-time demands various city applications. review aims to examine applications detail, incorporating quality evaluation techniques identifying critical issues while outlining promising research directions. order accomplish our goal, conducted a comprehensive search applied selective criteria. We identified 59 recent studies addressing machine learning (ML) deep (DL) These were obtained databases such as ScienceDirect (SD), Scopus, Web Science (WoS), IEEE Xplore. main objective study is provide more detailed insights by supplementing existing research. word cloud visualisation learning/deep papers shows landscape, covering both technical aspects artificial intelligence practical settings. Apart exploration, also delves ethical privacy implications arising cities. Moreover, it thoroughly examines that must be addressed realise revolution's potential fully.

Language: Английский

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A systematic review towards integrative energy management of smart grids and urban energy systems

Renewable and Sustainable Energy Reviews, Journal Year: 2023, Volume and Issue: 189, P. 114023 - 114023

Published: Nov. 3, 2023

Language: Английский

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A Comprehensive Review on Cyber-Attacks in Power Systems: Impact Analysis, Detection, and Cyber Security

IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 18147 - 18167

Published: Jan. 1, 2024

Continuous communication and information technology advancements facilitate the modernization of conventional energy grid into an integrated platform. Internet-of-Things (IoT) incorporates power systems, particularly smart features delivery new services from utility side to end user over a two-way channel. However, severe security vulnerabilities have been created due over-dependency on IoT based systems. In addition, critical exchange between any two entities or devices is always appealing target for cyber-attackers, especially with financial interest motive by damaging integrity, confidentiality authenticity in Maintaining data preserving privacy during transmission distribution are essential. The potential attacks impacts those need be investigated develop effective cyber infrastructure. Thus, considerable researchers focused detection mitigation these vulnerable cyber-attacks using advanced computation tools. This review article thoroughly possible ways address challenges such as meter security, end-users privacy, electricity theft blockchain cryptography against grid. operational system well economic impact deregulated markets, extensively explored. robustness cryptographic methods various suggest unexplored future scope. Specially, study real-world events, case studies, findings scopes diverse industries carried out. More than 135 research articles has examined this article. paper mainly concentrates distribution-side analysis, protection techniques.

Language: Английский

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Augmented Reality (AR) and Cyber-Security for Smart Cities—A Systematic Literature Review

Sensors, Journal Year: 2022, Volume and Issue: 22(7), P. 2792 - 2792

Published: April 6, 2022

Augmented Reality (AR) and cyber-security technologies have existed for several decades, but their growth progress in recent years increased exponentially. The areas of application these are clearly heterogeneous, most especially purchase sales, production, tourism, education, as well social interaction (games, entertainment, communication). Essentially, recognized worldwide some the pillars new industrial revolution envisaged by industry 4.0 international program, leading 21st century. ability to provide users with required information about processes or procedures directly into virtual environment is archetypally fundamental factor considering AR an effective tool different fields. However, advancement ICT has also brought a variety cybersecurity challenges, depth evidence anticipating policy, architectural, design, technical solutions this very domain. specific applications been described detail papers, which demonstrate potential diverse In context smart cities, however, there dearth sources describing varied uses. Notably, scholarly paper that consolidates research on markedly lacking. Therefore, systematic review was designed identify, describe, synthesize findings cities. study involves filtering setting from three key databases answer predefined question. keynote part provides in-depth emphasizing benefits, limitations, open issues could represent challenges future. main finding we found five categories can be classified according articles, such monitoring, system management, mobility. Compared general literature maintenance appear attract more attention.

Language: Английский

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Management of Smart and Sustainable Cities in the Post-COVID-19 Era: Lessons and Implications

Sustainability, Journal Year: 2022, Volume and Issue: 14(12), P. 7267 - 7267

Published: June 14, 2022

Nowadays, the concept of smart sustainable governance is wrapped around basic principles such as: (i) transparency, (ii) accountability, (iii) stakeholders’ involvement, and iv) citizens’ participation. It through these that are influenced by information communication technologies (ICT), Internet Things (IoT), artificial intelligence, practices employed citizens their interaction with electronic government (e-government) diversified. Previously, misleading concepts city implied only objective local level or public officials to utilize technology. However, recent European experience research studies have led a more comprehensive notion refers search for intelligent solutions which allow modern cities enhance quality services provided improve management urban mobility. The based on usage connected sensors, data management, analytics platforms functioning built-environment systems. aim this paper understand effects pandemic accentuate major exercises can be learned post-COVID patterns. lessons implications outlined in used enforce social distancing community measures an effective timely way, optimize use resources critical situations. offers conceptual overview serves as stepping-stone extensive deployment transportation systems (a sub-area applications) after COVID-19 using case study from Russia. Overall, our results demonstrate crisis encompasses excellent opportunity planners policy makers take transformative actions towards creating sustainable.

Language: Английский

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Security and Privacy for Low Power IoT Devices on 5G and Beyond Networks: Challenges and Future Directions

IEEE Access, Journal Year: 2023, Volume and Issue: 11, P. 39295 - 39317

Published: Jan. 1, 2023

The growth in the use of small sensor devices, commonly known as Internet Things (IoT), has resulted unprecedented amounts data being generated and captured. With rapidly growing popularity personal IoT collection through such devices also increased exponentially. To accommodate anticipated connected researchers are now investigating futuristic network technologies that capable processing large volumes information at much faster speeds. However, introduction innovative coupled with existing vulnerabilities insufficient device security standards is resulting new challenges for collected on these devices. While research focused technical aspects solutions either or separately, this paper thoroughly investigates common impacting networks, including human-centric issues mechanisms can lead to loss confidentiality. By undertaking a comprehensive literature review research, article identified five key areas impact next generation networks. Furthermore, by extensively analysing each area, reports conclusive findings future opportunities privacy technologies .

Language: Английский

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