Advancements in sensors and actuators technologies for smart cities: a comprehensive review
Tóm tắt
The creation of smart cities has benefited greatly from the quick advancement of sensor and actuator technology. The basis of data-driven urban environments is supported by these technologies, which seamlessly connect with the Internet of Things (IoT). This in-depth review paper explores the crucial part that sensors and actuators play in the development of smart cities, covering important topics such as technological kinds, data security, regulatory frameworks, and future possibilities. The review begins by explaining the importance of sensors and actuators in the Internet of Things (IoT) connections that serve as the framework for smart cities. Additionally, it sheds light on the wide range of sensors designed for different IoT applications as well as the variables affecting their service life, highlighting how crucial precision and durability are. Actuators are examined in detail to clarify how it might be used to create smarter cities. Actuators are the dynamic counterparts of sensors. This review discusses data security in big data exchange among actuators, legal foundations for smart city development, and key elements for creating a smart city. It highlights the benefits of advanced actuator technology and sensor integration, and emerging trends like AI-driven urban management and blockchain-enhanced data security. The paper serves as a guide for researchers, policymakers, and urban planners. The graphical abstract below illustrates the multifaceted advancements in sensor and actuator technologies, showcasing their pivotal role in shaping smarter, more sustainable cities.
Tài liệu tham khảo
Hammoudeh M, Arioua M (2018) Sensors and actuators in smart cities. J Sens Actuator Netw 7(1):8. https://doi.org/10.3390/jsan7010008
Klein C, Kaefer G (2008) From Smart Homes to Smart Cities: Opportunities and Challenges from an Industrial Perspective. In: Balandin S, Moltchanov D, Koucheryavy Y (eds) Next Generation Teletraffic and Wired/Wireless Advanced Networking. NEW2AN 2008. Lecture Notes in Computer Science, vol 5174. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85500-2_24
Balakrishna C (2012) "Enabling Technologies for Smart City Services and Applications," 2012 Sixth International Conference on Next Generation Mobile Applications, Services and Technologies, Paris, France, 2012, pp. 223–227. https://doi.org/10.1109/NGMAST.2012.51
Obinikpo AA, Kantarci B (2017) Big sensed data meets deep learning for smarter health care in smart cities. J Sens Actuator Netw 6(4):26. https://doi.org/10.3390/jsan6040026
Jiang J, Pozza R, Gunnarsdóttir K, Gilbert N, Moessner K (2017) Using sensors to study home activities. J Sens Actuator Netw 6(4):32. https://doi.org/10.3390/jsan6040032
Riouali Y, Benhlima L, Bah S (2017) Extended batches petri nets based system for road traffic management in WSNs. J Sens Actuator Netw 6(4):30. https://doi.org/10.3390/jsan6040030
Park S, Park SH, Park LW, Park S, Lee S, Lee T, Lee SH, Jang H, Kim SM, Chang H, Park S (2018) Design and implementation of a smart IoT IOt-based building and town disaster management system in smart city infrastructure. Appl Sci 8(11):2239. https://doi.org/10.3390/app8112239
Akande A, Cabral P, Gomes P, Casteleyn S (2018) The Lisbon ranking for smart sustainable cities in Europe. Sustain Cities Soc 44:475–487. https://doi.org/10.1016/j.scs.2018.10.009
Bouzguenda I, Alalouch C, Fava N (2019) Towards smart sustainable cities: a review of the role digital citizen participation could play in advancing social sustainability. Sustain Cities Soc 50:101627. https://doi.org/10.1016/j.scs.2019.101627
Zhou Y, Wu J, Long C, Ming W (2020) State-of-the-Art analysis and perspectives for peer-to-peer energy trading. Engineering 6(7):739–753. https://doi.org/10.1016/j.eng.2020.06.002
Yalçın S, Erdem E (2022) TEO-MCRP: Thermal exchange optimization-based clustering routing protocol with a mobile sink for wireless sensor networks. J King Saud Univ Comput Inform Sci 34(8):5333–5348. https://doi.org/10.1016/j.jksuci.2022.01.007
Goyal P, Sahoo AK, Sharma TK (2020) Internet of things: architecture and enabling technologies. Mater Today 34:719–735. https://doi.org/10.1016/j.matpr.2020.04.678
Javaid M, Haleem A, Rab S, Pratap Singh R, Suman R (2020) Sensors for daily life: a review. Sens Int 2:100121. https://doi.org/10.1016/j.sintl.2021.100121
Liu Y, Shang S, Mo S, Wang P, Yin B, Wei J (2021) Soft actuators built from cellulose paper: A review on actuation, material, fabrication, and applications. J Sci 6(3):321–337. https://doi.org/10.1016/j.jsamd.2021.06.004
Sadeghi-Niaraki A (2023) Internet of Thing (IoT) review of review: Bibliometric overview since its foundation. Futur Gener Comput Syst 143:361–377. https://doi.org/10.1016/j.future.2023.01.016
Kaur R, Gabrijelčič D, Klobučar T (2023) Artificial intelligence for cybersecurity: Literature review and future research directions. Information Fusion 97:101804. https://doi.org/10.1016/j.inffus.2023.101804
Sivarajah U, Kamal MM, Irani Z, Weerakkody V (2016) Critical analysis of Big Data challenges and analytical methods. J Bus Res 70:263–286. https://doi.org/10.1016/j.jbusres.2016.08.001
Roberson T, Bornstein S, Liivoja R, Ng S, Scholz J, Devitt K (2022) A method for ethical AI in defense: a case study on developing trustworthy autonomous systems. J Responsible Technol 11:100036. https://doi.org/10.1016/j.jrt.2022.100036
Zhao F, Fashola OI, Olarewaju TI, Onwumere I (2021) Smart city research: a holistic and state-of-the-art literature review. Cities 119:103406. https://doi.org/10.1016/j.cities.2021.103406
Pradhan RP, Mallik G, Bagchi TP (2018) Information communication technology (ICT) infrastructure and economic growth: a causality evinced by cross-country panel data. IIMB Manag Rev 30(1):91–103. https://doi.org/10.1016/j.iimb.2018.01.001
Smeds E, Papa E (2023) The value of street experiments for mobility and public life: Citizens’ perspectives from three European cities. J Urban Mobil 4:100055. https://doi.org/10.1016/j.urbmob.2023.100055
Johnson MF, Ide T, Gonzalez Cruz J (2023) Conceptualizing resilience within environmental peacebuilding. Curr Opin Environ Sustain 65:101362. https://doi.org/10.1016/j.cosust.2023.101362
Huttunen S, Ojanen M, Ott A, Saarikoski H (2022) What about citizens? A literature review of citizen engagement in sustainability transitions research. Energy Res Soc Sci 91:102714. https://doi.org/10.1016/j.erss.2022.102714
Joshi S, Saxena S, Godbole T (2015) Developing smart cities: an integrated framework. Proc Comput Sci 93:902–909. https://doi.org/10.1016/j.procs.2016.07.258
Roselyn JP, Devaraj D, Venkatesan R, Raj A, Chandran CP (2021) Development and real-time implementation of intelligent holistic power control for stand-alone solar photovoltaic generation systems. Comput Electr Eng 96:107519. https://doi.org/10.1016/j.compeleceng.2021.107519
Alim MA, Tao Z, Abden MJ, Rahman A, Samali B (2020) Improving the performance of solar roof tiles by incorporating phase change material. Sol Energy 207:1308–1320. https://doi.org/10.1016/j.solener.2020.07.053
Begany GM, Gil-Garcia JR (2021) Understanding the actual use of open data: Levels of engagement and how they are related. Telematics Inform 63:101673. https://doi.org/10.1016/j.tele.2021.101673
Zhu W, Yan R, Song Y (2021) Analyzing the impact of smart city service quality on citizen engagement in a public emergency. Cities 120:103439. https://doi.org/10.1016/j.cities.2021.103439
Kamargianni M, Li W, Matyas M, Schäfer A (2015) A critical review of new mobility services for urban transport. Transport Res Proc 14:3294–3303. https://doi.org/10.1016/j.trpro.2016.05.277
Nti EK, Cobbina SJ, Attafuah EE, Opoku E, Gyan MA (2021) Environmental sustainability technologies in biodiversity, energy, transportation, and water management using artificial intelligence: a systematic review. Sustain Futures 4:100068. https://doi.org/10.1016/j.sftr.2022.100068
Harvey T (1981) Environmental intervention: The monitoring paradigm: I. The monitoring concept and the practice of descriptive monitoring. Environmentalist 1(4):283–291. https://doi.org/10.1016/S0251-1088(81)93199-5
Owais M (2022) Traffic sensor location problem: three decades of research. Expert Syst Appl 208:118134. https://doi.org/10.1016/j.eswa.2022.118134
Rahman MW, Islam R, Hasan A, Bithi NI, Hasan MM, Rahman MM (2022) Intelligent waste management system using deep learning with IoT. J King Saud Univ Comput Inform Sci 34(5):2072–2087. https://doi.org/10.1016/j.jksuci.2020.08.016
Chen Z, Lin X, Yin Y, Li M (2019) Path controlling of automated vehicles for system optimum on transportation networks with heterogeneous traffic streams. Transport Res Part C 110:312–329. https://doi.org/10.1016/j.trc.2019.11.017
Wu C, Li Y, Xie S (2018) Microstructure, mechanical properties, and comparison of monolithic and laminated Ti-B4C composite with Al-doped. J Alloy Compd 733:1–7. https://doi.org/10.1016/j.jallcom.2017.10.270
Bueno S, Baudín C (2006) Layered materials with high strength and flaw tolerance based on alumina and aluminum titanate. J Eur Ceram Soc 27(2–3):1455–1462. https://doi.org/10.1016/j.jeurceramsoc.2006.05.054
Langeron Y, Grall A, Barros A (2015) A modeling framework for deteriorating control system and predictive maintenance of actuators. Reliab Eng Syst Saf 140:22–36. https://doi.org/10.1016/j.ress.2015.03.028
Zhou D, Yan Z, Fu Y, Yao Z (2018) A survey on network data collection. J Netw Comput Appl 116:9–23. https://doi.org/10.1016/j.jnca.2018.05.004
Fedushko S, Molodetska K, Syerov Y (2023) Analytical method to improve the decision-making criteria approach in managing digital social channels. Heliyon 9(6):e16828. https://doi.org/10.1016/j.heliyon.2023.e16828
Kharlamova T, Desfonteines L, Barykin S, Gavrilova R (2021) Prospects for the development of transport infrastructure to ensure sustainable development. Transport Res Proc 63:789–797. https://doi.org/10.1016/j.trpro.2022.06.075
Alkhatib AA, Maria KA, AlZu’bi S, Maria EA (2022) Smart traffic scheduling for crowded cities road networks. Egypt Inform J 23(4):163–176. https://doi.org/10.1016/j.eij.2022.10.002
Ouallane AA, Bahnasse A, Bakali A, Talea M (2021) Overview of road traffic management solutions based on IoT and AI. Proc Comput Sci 198:518–523. https://doi.org/10.1016/j.procs.2021.12.279