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Smart cities operate under more resource-efficient management and economy than ordinary cities. As such, advanced business models have emerged around smart cities, which led to the creation of smart enterprises and organizations that depend on advanced technologies. This book includes 21 selected and peer-reviewed articles contributed in the wide spectrum of artificial intelligence applications to smart cities. Chapters refer to the following areas of interest: vehicular traffic prediction, social big data analysis, smart city management, driving and routing, localization, safety, health, and life quality.
Information technology industries --- spatio-temporal --- residual networks --- bus traffic flow prediction --- advance rate --- shield performance --- principal component analysis --- ANFIS-GA --- tunnel --- online learning --- extreme learning machine --- cyclic dynamics --- transfer learning --- knowledge preservation --- Feature Adaptive --- optimization --- Bacterial Foraging algorithm --- Swarm Intelligence algorithm --- Isolated Microgrid --- traffic surveillance video --- state analysis --- Grassmann manifold --- neural network --- machine-learning --- quality of life --- Better Life Index --- bagging --- ensemble learning --- pedestrian attributes --- surveillance image --- semantic attributes recognition --- multi-label learning --- large-scale database --- traffic congestion detection --- minimizing traffic congestion --- traffic prediction --- deep learning --- urban mobility --- ITS --- Vehicle-to-Infrastructure --- neural networks --- LSTM --- embeddings --- trajectories --- motion behavior --- smart tourism --- driver’s behavior detection --- texting and driving --- convolutional neural network --- smart car --- smart cities --- smart infotainment --- driver distraction --- cameras --- convolution --- detection --- image recognition --- DSS --- diabetes prediction --- homecare assistance information system --- muti-attribute analysis --- artificial training dataset --- machine learning --- big data --- data analysis --- sensors --- Internet of Things --- vehicular networks --- VDTN --- routing --- message scheduling --- traffic flow prediction --- wavenet --- TrafficWave --- RNN --- GRU --- SAEs --- risk assessment --- neural architecture search --- recurrent neural network --- automated driving vehicle --- decision support system --- artificial intelligence --- disaster management --- Smart city --- program management --- integrated model --- smart city --- intelligence transportation system --- computer vision --- potential pedestrian safety --- data mining --- healthcare --- Apache Spark --- disease detection --- symptoms detection --- Arabic language --- Saudi dialect --- Twitter --- high performance computing (HPC) --- spatial-temporal dependencies --- traffic periodicity --- graph convolutional network --- traffic speed prediction --- vehicular traffic --- surveillance video --- big data analysis --- autonomous driving --- life quality --- pattern recognition
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The renewable generation system is currently experiencing rapid growth in various power grids. The stability and dynamic response issues of power grids are receiving attention due to the increase in power electronics-based renewable energy. The main focus of this Special Issue is to provide solutions for power system planning and operation. Power electronics-based devices can offer new ancillary services to several industrial sectors. In order to fully include the capability of power conversion systems in the network integration of renewable generators, several studies should be carried out, including detailed studies of switching circuits, and comprehensive operating strategies for numerous devices, consisting of large-scale renewable generation clusters.
Technology: general issues --- isolated microgrid --- renewable energy source --- diesel generator --- battery energy storage system --- hierarchical control --- power systems --- floquet multiplier --- poincaré map --- time series data --- DFIG --- renewable energy --- battery energy storage system (BESS) --- control strategy --- modular multilevel converter --- state-of-charge (SOC) equalization --- preliminary design --- optimization --- rotor loss --- guide vane outlet flow angle --- radial turbine --- CAES --- deadbeat control --- discrete space vector modulation --- computation efficiency --- model predictive control --- grid connected system --- three-level system --- T-type inverter --- PV diagnosis --- ESS application --- DC power flow --- DC system dynamics --- hybrid generation system --- phase-locked loop (PLL) --- synchronization --- hybrid filter --- low-cost hybrid converter --- bi-directional converter --- parallel configuration of converters --- converter for multi-MW wind generator --- offshore wind energy converter applications --- AC-DC matrix converter --- virtual space vector --- DC ripple reduction --- microgeneration --- solar energy --- photovoltaic --- crowd funding --- solid-state circuit breaker --- microgrid protection --- DC protection --- SSCB --- short-term load forecasting --- two-stage forecasting model --- combined cooling heating and power --- energy operation plan --- economic analysis --- calculation load --- iterative methods --- fault restoration --- distribution generation --- temporary fault ride-through --- voltage control --- inrush current control
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