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A smart city is an
urban area An urban area is a human settlement with a high population density and an infrastructure of built environment. Urban areas originate through urbanization, and researchers categorize them as cities, towns, conurbations or suburbs. In urbani ...
that uses digital technology to collect data and operate services. Data is collected from citizens, devices, buildings, or cameras. Applications include traffic and transportation systems, power plants,
utilities A public utility company (usually just utility) is an organization that maintains the infrastructure for a public service (often also providing a service using that infrastructure). Public utilities are subject to forms of public control and r ...
,
urban forestry Urban forestry is the care and management of single trees and tree populations in Urban area, urban settings for the purpose of improving the urban environment. Urban forestry involves both planning and management, including the programming of ...
,
water supply network A water supply network or water supply system is a system of engineered hydrologic and hydraulic components that provide water supply. A water supply system typically includes the following: # A drainage basin (see water purification – sour ...
s,
waste disposal Waste management or waste disposal includes the processes and actions required to manage waste from its inception to its final Waste disposal, disposal. This includes the Waste collection, collection, transport, Sewage treatment, treatm ...
, criminal investigations,
information system An information system (IS) is a formal, sociotechnical, organizational system designed to collect, process, Information Processing and Management, store, and information distribution, distribute information. From a sociotechnical perspective, info ...
s, schools, libraries, hospitals, and other community services. The foundation of a smart city is built on the integration of people, technology, and processes, which connect and interact across sectors such as healthcare, transportation, education, infrastructure, etc. Smart cities are characterized by the ways in which their local governments monitor, analyze, plan, and govern the city. In a smart city, data sharing extends to businesses, citizens, and other third parties who can derive benefit from using that data. The three largest sources of spending associated with smart cities as of 2022 were visual surveillance, public transit, and outdoor lighting. Smart cities integrate
Information and Communication Technologies Information and communications technology (ICT) is an extensional term for information technology (IT) that stresses the role of unified communications and the integration of telecommunications (telephone lines and wireless signals) and compute ...
(ICT), and devices connected to the
Internet of Things Internet of things (IoT) describes devices with sensors, processing ability, software and other technologies that connect and exchange data with other devices and systems over the Internet or other communication networks. The IoT encompasse ...
(IOT) network to optimize city services and connect to citizens. ICT can enhance the quality, performance, and interactivity of urban services, reduce costs and resource consumption, and to increase contact between citizens and government. Smart city applications manage urban flows and allow for real-time responses. A smart city may be more prepared to respond to challenges than one with a conventional "transactional" relationship with its citizens. Yet, the term is open to many interpretations. Many cities have already adopted some sort of smart city technology. Smart city initiatives have been criticized as driven by corporations, poorly adapted to residents' needs, as largely unsuccessful, and as a move toward totalitarian surveillance.


Background

Historically, cities functioned as centers of innovation, and the advent of the digital era presented opportunities and challenges to apply technology to create urban environments that are more efficient, sustainable, and livable.Albino, V., Berardi, U., & Dangelico, R. M. (2015). Smart cities: Definitions, dimensions, performance, and initiatives. Journal of Urban Technology. doi:10.1080/10630732.2014.942092Vanolo, A. (2014). Smartmentality: The smart city as disciplinary strategy. Urban Studies, 51(5), 883–898. doi:10.1177/0042098013494427 The shift to smart cities necessitates a comprehensive restructuring of city management and operations, leading citizen participation and methods of public service delivery. Cities seek to upgrade their infrastructure and service delivery to promote social inclusion, technological adoption, and economic development. The transformation into a smart city involves modifications in planning, management, and operational processes. This data can subsequently be analyzed to identify areas for improvement and optimize urban services.


Information and communication technologies

The concept of smart cities emerged from global cities' recent adoption of information and communications technologies. ICTs present challenges given financial limitations, technical obstacles, and
privacy Privacy (, ) is the ability of an individual or group to seclude themselves or information about themselves, and thereby express themselves selectively. The domain of privacy partially overlaps with security, which can include the concepts of a ...
and security concerns. ICTs are also not uniformly accessible across communities, contributing to the digital divide.


Definition

No commonly accepted definition of "smart city" has emerged. Evaluating smart city initiatives becomes difficult without agreement on parameters. It also hampers the ability to compare projects and identify best practices. Deakin and Al Waer list four factors that contribute to the definition of a smart city: * Application of a wide range of electronic and digital technologies * Use of ICT in living and working environments * Use of ICT in government systems * The territorialisation of practices that bring ICT and people together to enhance innovation and knowledge. Deakin defines the smart city as one that uses ICT to meet the demands of the market (the citizens of the city), based on community involvement. Studies of smart city projects can be used as an alternative to difficult-to-define broad definitions in order to clarify what smart cities are.


Early definitions

Notable disparities among smart city definitions include the relative focus on economic advantages versus environmental or
social Social organisms, including human(s), live collectively in interacting populations. This interaction is considered social whether they are aware of it or not, and whether the exchange is voluntary or not. Etymology The word "social" derives fro ...
benefits and specific technology choices. Smart city definitions include: * Caragliu et al. (2011): “A city is smart when investments in human and social capital and traditional (transport) and modern (ICT) communication infrastructure fuel sustainable economic growth and a high quality of life, with a wise management of natural resources, through participatory governance.” * Bakici, Almirall, & Wareham (2013): “Smart city as a high-tech intensive and advanced city that connects people, information, and city elements using new technologies in order to create a sustainable, greener city, competitive and innovative commerce, and an increased life quality.” * Nam and Pardo (2011): “A smart city infuses information into its physical infrastructure to improve conveniences, facilitate mobility, add efficiencies, conserve energy, improve the quality of air and water, identify problems and fix them quickly, recover rapidly from disasters, collect data to make better decisions, deploy resources effectively, and share data to enable collaboration across entities and domains.”


Research

The main issues surrounding smart city research include: * Absence of intellectual exchange among researchers; * Researcher inclination to pursue subjective avenues of research in isolation from their peers; * The resulting division within the scientific community.


Motivations


Population growth

An important motivation for smart cities is projected population growth. The UN forecasts the global population to reach 9.6 to 13.2 billion by 2100, with cities absorbing 80% of this growth.


Tragedy of the commons

An important goal of smart city initiatives is to use ICTs to address the tragedy of the commons problem. This phenomenon occurs when individuals acting in their own self-interest deplete a communal resource. For example, while each individual driver in a city saves time and flexibility by driving, the resultant excessive driving of the community causes traffic congestion and environmental issues. This situation is worsened when public transportation services get little attention due to the use of personal vehicles.. Available a
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History

Philosophical predecessors of smart cities can be found in utopian works such as
New Atlantis ''New Atlantis'' is a utopian novel by Sir Francis Bacon, published posthumously in 1626. It appeared unheralded and tucked into the back of a longer work of natural history, ''Sylva Sylvarum'' (forest of materials). In ''New Atlantis'', Bac ...
(1626). Another was Ebenezer Howard's 1898 concept of Garden Cities. These were dense, size-limited cities founded in rural areas by private groups, combining the benefits of the city and the country. Other conceptions include those of Edward Bellamy,
Frank Lloyd Wright Frank Lloyd Wright Sr. (June 8, 1867 – April 9, 1959) was an American architect, designer, writer, and educator. He designed List of Frank Lloyd Wright works, more than 1,000 structures over a creative period of 70 years. Wright played a key ...
, and
Le Corbusier Charles-Édouard Jeanneret (6 October 188727 August 1965), known as Le Corbusier ( , ; ), was a Swiss-French architectural designer, painter, urban planner and writer, who was one of the pioneers of what is now regarded as modern architecture ...
. Critics of smart cities draw parallels between the weaknesses of these utopian visions and the weaknesses of smart cities today. The concept of "smart cities" emerged from global cities' recent adoption of information and communications technologies for urban use, which can be used to improve efficiency, sustainability, and livability in urban environments. Some of the earliest interventions in urban planning include the use of computational statistical analysis by the Community Analysis Bureau in
Los Angeles Los Angeles, often referred to by its initials L.A., is the List of municipalities in California, most populous city in the U.S. state of California, and the commercial, Financial District, Los Angeles, financial, and Culture of Los Angeles, ...
in the late 1960s and the establishment by
Singapore Singapore, officially the Republic of Singapore, is an island country and city-state in Southeast Asia. The country's territory comprises one main island, 63 satellite islands and islets, and one outlying islet. It is about one degree ...
of the National Computer Board in 1981. The smart city concept experienced a major surge around 2005. Tech companies sought to create information systems to enhance operational efficiency for cities. A global movement emerged advocating smart cities.
IBM International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American Multinational corporation, multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is ...
launched its Smarter Planet marketing initiative in 2008, which included the IBM Smarter Cities Challenge. In 2010,
Cisco Systems Cisco Systems, Inc. (using the trademark Cisco) is an American multinational corporation, multinational digital communications technology conglomerate (company), conglomerate corporation headquartered in San Jose, California. Cisco develops, m ...
, with $25 million from the
Clinton Foundation The Clinton Foundation (founded in 2001 as the William J. Clinton Presidential Foundation, and renamed in 2013 as the Bill, Hillary & Chelsea Clinton Foundation) is a nonprofit organization under section 501(c)(3) of the U.S. tax code. It was e ...
, established its Connected Urban Development program in partnership with San Francisco, Amsterdam, and Seoul. In 2011, the Smart City Expo World Congress in Barcelona attracted 6000 people from 50 countries. The
European Commission The European Commission (EC) is the primary Executive (government), executive arm of the European Union (EU). It operates as a cabinet government, with a number of European Commissioner, members of the Commission (directorial system, informall ...
in 2012 established the Smart Cities Marketplace, a centralized hub for urban initiatives in the
European Union The European Union (EU) is a supranational union, supranational political union, political and economic union of Member state of the European Union, member states that are Geography of the European Union, located primarily in Europe. The u ...
. The 2015 Chancellor's Budget for the United Kingdom proposed to invest £140 million in smart cities and IoT. Smart city competitions were launched in the 2010s by Bloomberg Philanthropies, the
Rockefeller Foundation The Rockefeller Foundation is an American private foundation and philanthropic medical research and arts funding organization based at 420 Fifth Avenue, New York City. The foundation was created by Standard Oil magnate John D. Rockefeller (" ...
, and the
United States Department of Transportation The United States Department of Transportation (USDOT or DOT) is one of the executive departments of the U.S. federal government. It is headed by the secretary of transportation, who reports directly to the president of the United States a ...
. In 2016,
AT&T AT&T Inc., an abbreviation for its predecessor's former name, the American Telephone and Telegraph Company, is an American multinational telecommunications holding company headquartered at Whitacre Tower in Downtown Dallas, Texas. It is the w ...
launched an alliance with Cisco, Deloitte,
Ericsson (), commonly known as Ericsson (), is a Swedish multinational networking and telecommunications company headquartered in Stockholm, Sweden. Ericsson has been a major contributor to the development of the telecommunications industry and is one ...
,
General Electric General Electric Company (GE) was an American Multinational corporation, multinational Conglomerate (company), conglomerate founded in 1892, incorporated in the New York (state), state of New York and headquartered in Boston. Over the year ...
, IBM,
Intel Intel Corporation is an American multinational corporation and technology company headquartered in Santa Clara, California, and Delaware General Corporation Law, incorporated in Delaware. Intel designs, manufactures, and sells computer compo ...
, and
Qualcomm Qualcomm Incorporated () is an American multinational corporation headquartered in San Diego, California, and Delaware General Corporation Law, incorporated in Delaware. It creates semiconductors, software and services related to wireless techn ...
, with municipal partners
Atlanta, Georgia Atlanta ( ) is the List of capitals in the United States, capital and List of municipalities in Georgia (U.S. state), most populous city in the U.S. state of Georgia (U.S. state), Georgia. It is the county seat, seat of Fulton County, Georg ...
;
Chicago, Illinois Chicago is the List of municipalities in Illinois, most populous city in the U.S. state of Illinois and in the Midwestern United States. With a population of 2,746,388, as of the 2020 United States census, 2020 census, it is the List of Unite ...
; and
Dallas, Texas Dallas () is a city in the U.S. state of Texas and the most populous city in the Dallas–Fort Worth metroplex, the List of Texas metropolitan areas, most populous metropolitan area in Texas and the Metropolitan statistical area, fourth-most ...
.


Characteristics

Key characteristics that define innovative urban environments include: * Connectivity: IoT networks collect and transmit data from sensors throughout the urban environment. * Data-driven decision making: Advanced analytics and artificial intelligence enable more informed and responsive governance. * Sustainable infrastructure: Energy-efficient buildings, renewable energy, and intelligent transportation systems. * Urban Optimization: Reduce resource usage, reduce ecological footprints, and enhance living standards to create more environmentally responsible urban spaces. * Citizen engagement: Facilitate communication between residents and government, promoting participation in urban planning and decision-making processes. * Smart mobility: Integrate public transit, bike-sharing, and autonomous vehicles, aim to reduce congestion and improve accessibility, as well as analyzing mobility behavioral patterns of citizens to improve services and optimize the city infrastructure. * Enhanced public services: Improve the delivery of essential services.


Methods


Information and communications technologies

It has been suggested that a smart city (or other community) uses information technologies to: # Make more efficient use of physical infrastructure (roads,
built environment The term built environment refers to human-made conditions and is often used in architecture, landscape architecture, urban planning, public health, sociology, and anthropology, among others. These curated spaces provide the setting for human ac ...
, and other physical assets) through
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
and data analytics in order to support a strong and healthy economic, social, cultural development. # Engage effectively with local governance by use of
open innovation Open innovation is a term used to promote an Information Age mindset toward innovation that runs counter to the secrecy and silo mentality of traditional corporate research labs. The benefits and driving forces behind increased openness have b ...
processes and e-participation, improving the collective intelligence of the city's institutions through
e-governance Electronic governance or e-governance is the use of information technology to provide government services, information exchange, communication transactions, and integration of different stand-alone systems between government to citizen (G2C), ...
, with emphasis placed on citizen participation and co-design. # Learn, adapt, and innovate and thereby respond more effectively and promptly to changing circumstances by improving the intelligence of the city. They evolve towards a strong integration of all dimensions of
human intelligence Human intelligence is the Intellect, intellectual capability of humans, which is marked by complex Cognition, cognitive feats and high levels of motivation and self-awareness. Using their intelligence, humans are able to learning, learn, Concept ...
, collective intelligence, and also
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
within the
city A city is a human settlement of a substantial size. The term "city" has different meanings around the world and in some places the settlement can be very small. Even where the term is limited to larger settlements, there is no universally agree ...
. According to Mitchell, the intelligence of cities "resides in the increasingly effective combination of digital telecommunication networks (the nerves), ubiquitously embedded intelligence (the brain), sensors and tags (the sensory organs), and
software Software consists of computer programs that instruct the Execution (computing), execution of a computer. Software also includes design documents and specifications. The history of software is closely tied to the development of digital comput ...
(the knowledge and cognitive competence)". The physical components of IT systems are crucial to early-stage smart city development. Wired infrastructure is required to support the IoT and wireless technologies central to more interconnected living. A wired city environment provides general access to continually updated digital and physical infrastructure. The latest in telecommunications,
robotics Robotics is the interdisciplinary study and practice of the design, construction, operation, and use of robots. Within mechanical engineering, robotics is the design and construction of the physical structures of robots, while in computer s ...
, IoT, and various connected technologies can then be deployed to support human capital and productivity.


Forms of intelligence

Intelligence in smart cities has been demonstrated in three ways: # Orchestration intelligence: Cities establish institutions and community-based problem solving and collaborations, such as in
Bletchley Park Bletchley Park is an English country house and Bletchley Park estate, estate in Bletchley, Milton Keynes (Buckinghamshire), that became the principal centre of Allies of World War II, Allied World War II cryptography, code-breaking during the S ...
, where the Nazi Enigma cipher was decoded by a team led by
Alan Turing Alan Mathison Turing (; 23 June 1912 – 7 June 1954) was an English mathematician, computer scientist, logician, cryptanalyst, philosopher and theoretical biologist. He was highly influential in the development of theoretical computer ...
. This has been referred to as the first example of a smart city or an intelligent community. # Empowerment intelligence: Cities provide open platforms, experimental facilities and smart city infrastructure in order to cluster innovation in certain districts. These are seen in the Kista Science City in Stockholm and the Cyberport Zone in Hong Kong. Similar facilities have also been established in
Melbourne Melbourne ( , ; Boonwurrung language, Boonwurrung/ or ) is the List of Australian capital cities, capital and List of cities in Australia by population, most populous city of the States and territories of Australia, Australian state of Victori ...
and
Kyiv Kyiv, also Kiev, is the capital and most populous List of cities in Ukraine, city of Ukraine. Located in the north-central part of the country, it straddles both sides of the Dnieper, Dnieper River. As of 1 January 2022, its population was 2, ...
. # Instrumentation intelligence: City infrastructure is made smart through
real-time data Real-time data (RTD) is information that is delivered immediately after collection. There is no delay in the timeliness of the information provided. Real-time data is often used for navigation or tracking. Such data is usually data processing, proc ...
collection, with analysis and
predictive modelling Predictive modelling uses statistics to Prediction, predict outcomes. Most often the event one wants to predict is in the future, but predictive modelling can be applied to any type of unknown event, regardless of when it occurred. For example, pre ...
across city districts. There is much controversy surrounding this, particularly with regards to surveillance issues in smart cities. Examples of instrumentation intelligence are those implemented in
Amsterdam Amsterdam ( , ; ; ) is the capital of the Netherlands, capital and Municipalities of the Netherlands, largest city of the Kingdom of the Netherlands. It has a population of 933,680 in June 2024 within the city proper, 1,457,018 in the City Re ...
. This is realized through: # A common IP infrastructure that is open to researchers to develop applications. # Wireless meters and devices transmit information at the point in time. # A number of homes being provided with smart energy meters to become aware of energy consumption and reduce energy usage. #
Solar power Solar power, also known as solar electricity, is the conversion of energy from sunlight into electricity, either directly using photovoltaics (PV) or indirectly using concentrated solar power. Solar panels use the photovoltaic effect to c ...
garbage compactors, car recharging stations and energy saving lamps.


Energy usage

Smart cities use data and technology to create efficiencies, improve sustainability, create economic development, and enhance quality of life factors for people living and working in the city. A variety of different datasets may need to be integrated to create a smart energy infrastructure. Employment of smart technologies enables the more efficient application of integrated energy technologies in the city allowing the development of more self-sustaining areas or even positive energy districts that produce more energy than they consume. A smart city is powered by "smart connections" for various items such as street lighting, smart buildings, distributed energy resources (DER), data analytics, and smart transportation. Amongst these things, energy is paramount; this is why utility companies play a key role in smart cities. Electric companies, working partnership with city officials, technology companies and a number of other institutions, are among the major players that helped accelerate the growth of America's smart cities. According to David K. Owens, the former executive vice president of the Edison Electric Institute, two key elements that a smart city must have are an integrated communications platform and a "dynamic resilient grid."
Smart grid The smart grid is an enhancement of the 20th century electrical grid, using two-way communications and distributed so-called intelligent devices. Two-way flows of electricity and information could improve the delivery network. Research is main ...
s are an important technology in smart cities. The improved flexibility of the smart grid permits greater penetration of highly variable renewable energy sources such as solar power and wind power. Energy Data Management Systems (EDMS) can help to save cities
energy Energy () is the physical quantity, quantitative physical property, property that is transferred to a physical body, body or to a physical system, recognizable in the performance of Work (thermodynamics), work and in the form of heat and l ...
by recording data and using it to increase efficiency.


Data management

For a smart city to function, it is necessary for it to manage an enormous amount of data collected through the embedded devices and systems in its environment. This is also important for the cities growth and security. Smart cities use a variety of data collection, processing, and disseminating technologies, in conjunction with data security and privacy measures, in attempting to encourage innovation and improve citizens' quality of life. This can relate to topics including utilities, health, transportation, entertainment, and government services. Online collaborative sensor data management platforms are on-line database services that allow sensor owners to register and connect their devices to feed data into an on-line database for storage and allow developers to connect to the database and build their own applications based on that data. Electronic cards (known as
smart card A smart card (SC), chip card, or integrated circuit card (ICC or IC card), is a card used to control access to a resource. It is typically a plastic credit card-sized card with an Embedded system, embedded integrated circuit (IC) chip. Many smart ...
s) are another common component in smart city contexts. These cards possess a unique encrypted identifier that allows the owner to log into a range of government-provided services (or e-services) without setting up multiple accounts. The single identifier allows governments to aggregate
data Data ( , ) are a collection of discrete or continuous values that convey information, describing the quantity, quality, fact, statistics, other basic units of meaning, or simply sequences of symbols that may be further interpreted for ...
about citizens and their preferences to improve the provision of services and to determine common interests of groups. This technology has been implemented in Southampton. Cognitive technologies, such as
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
and
machine learning Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of Computational statistics, statistical algorithms that can learn from data and generalise to unseen data, and thus perform Task ( ...
, can be trained on the data generated by connected city devices to identify patterns. The efficacy and impact of particular policy decisions can be quantified by cognitive systems studying the continuous interactions of humans with their urban surroundings.


Transportation

Bicycle-sharing system A bicycle-sharing system, bike share program, public bicycle scheme, or public bike share (PBS) scheme, is a shared transport service where bicycles are available for shared use by individuals at low cost. The programmes themselves include both ...
s are an important element in smart cities.
Intelligent transportation system An intelligent transportation system (ITS) is an advanced application that aims to provide services relating to different modes of transport and traffic management and enable users to be better informed and make safer, more coordinated, and 's ...
s and
CCTV Closed-circuit television (CCTV), also known as video surveillance, is the use of closed-circuit television cameras to transmit a signal to a specific place on a limited set of monitors. It differs from broadcast television in that the signa ...
systems are also being developed. Retractable bollards allow to restrict access inside city centers (i.e. to delivery trucks resupplying outlet stores). Opening and closing of such barriers is traditionally done manually, through an electronic pass but can even be done by means of ANPR cameras connected to the bollard system.


Human factors

According to McKinsey, smart city initiatives can have measurable positive impacts on the quality of life of its citizens and visitors. The human framework of a smart city – its economy, knowledge networks, and human support systems – is an important indicator of its success. For example, arts and culture initiatives are common focus areas in smart city planning. Innovation is associated with intellectual curiosity and creativeness, and various projects have demonstrated that knowledge workers participate in a diverse mix of cultural and artistic activities. Since mobility is a key area of smart city development, building a capable workforce through education initiatives is necessary. A city's learning capacity includes its education system, including available workforce training and support, and its cultural development and exchange. Numerous Smart city programs also focus on soft infrastructure development, like increasing access to voluntary organizations and designated safe zones. This focus on social and relational capital means diversity, inclusion, and ubiquitous access to public services is worked in to city planning. The development of a
knowledge economy The knowledge economy, or knowledge-based economy, is an economic system in which the production of goods and services is based principally on knowledge-intensive activities that contribute to advancement in technical and scientific innovation. ...
is also central to Smart city projects. Smart cities seeking to be hubs of economic activity in emerging tech and service sectors stress the value of innovation in city development.


Enabling technologies

Smart cities leverage a number of technologies: *Mobile devices (such as
smartphone A smartphone is a mobile phone with advanced computing capabilities. It typically has a touchscreen interface, allowing users to access a wide range of applications and services, such as web browsing, email, and social media, as well as multi ...
s and tablets) are a key technology allowing citizens to connect to the smart city services. * Smart homes and specifically, the technology used in them, contribute data and connection to smart cities as a whole. *Digital
libraries A library is a collection of Book, books, and possibly other Document, materials and Media (communication), media, that is accessible for use by its members and members of allied institutions. Libraries provide physical (hard copies) or electron ...
have been established in several cities, and contribute to the dissemination of information within and across cities. Additional supporting technology and trends include remote work, telehealth, the
blockchain The blockchain is a distributed ledger with growing lists of Record (computer science), records (''blocks'') that are securely linked together via Cryptographic hash function, cryptographic hashes. Each block contains a cryptographic hash of th ...
, and online banking technology, A "ubiquitous city"(U-city) is one concept of a smart city that provides access to public services through any connected device, bringing easy accessibility to every infrastructure.


Criticism

Criticisms of smart cities include: *
Big data Big data primarily refers to data sets that are too large or complex to be dealt with by traditional data processing, data-processing application software, software. Data with many entries (rows) offer greater statistical power, while data with ...
collection and analytics raised questions over surveillance in smart cities, particularly over predictive policing. * Over-emphasis on smart cities means ignoring other domains. * Urban development is often haphazard. A data-based approach "can deaden and stupefy the people who live in its all-efficient embrace". * Technological and networked infrastructures have downsides that may offset the benefits. * The capital mobility that allows business to take advantage of smart cities also allows them to leave for a better offer. * Urban data collection involves surveillance, which potentially invades individual privacy. Without protections that have frequently failed scanning, identification, location tracking (including time and direction) can empower bad actors. * Smart city approaches are irrelevant to cities without the means to implement the required technologies, such as in developing countries. * Persons with disabilities are not always accommodated by smart city technologies. * Digital technologies can have a significant environmental footprint that may be visited onto other communities. * "Smart city" can be used as a slogan merely to stimulate land revenue generation. * Clark claimed that technologies actually adopted tended to be those that deliver digital services directly to residents (e.g., ride-hailing services and online food ordering) or which solve a specific problem of municipal government, rather than enhancing infrastructure. * Digital technology has the potential to be used in negative as well as positive ways, and its use is inherently political. Smart cities can perpetuate or mitigate inequalities


Initiatives


Africa

The African Union Commission pledged to utilize ICTs to advance sustainable urban development.


Canada

The "smart communities" movement took shape as a strategy to involve more users in IT. Primary issues included traffic congestion, school overcrowding and air pollution.


China

China's smart cities movement began with a pilot program launched in 2012 through its Ministry of Housing and Urban-Rural Development. China's National New-Type Urbanization Plan for 2014-2020 included smart cities. It identified six important aspects for developing smart cities: * information network and broadband * digitization of planning management * smart infrastructure * convenience of public services * modernizing industrial development * sophisticated social governance. As of 2016, approximately 500 smart city projects had launched. In 2021,
China China, officially the People's Republic of China (PRC), is a country in East Asia. With population of China, a population exceeding 1.4 billion, it is the list of countries by population (United Nations), second-most populous country after ...
took first in all categories of the International AI City Challenge – "by some estimates, China has half of the world’s smart cities".


Commercial companies

Alibaba created City Brain. Its first overseas implementation began in 2018 in
Kuala Lumpur Kuala Lumpur (KL), officially the Federal Territory of Kuala Lumpur, is the capital city and a Federal Territories of Malaysia, federal territory of Malaysia. It is the largest city in the country, covering an area of with a census population ...
, Malaysia. Baidu developed
Apollo Apollo is one of the Twelve Olympians, Olympian deities in Ancient Greek religion, ancient Greek and Ancient Roman religion, Roman religion and Greek mythology, Greek and Roman mythology. Apollo has been recognized as a god of archery, mu ...
, a self-driving technology. Tencent launched medical technology, such as WeChat Intelligent Healthcare, Tencent Doctorwork, and AI Medical Innovation System (AIMIS). As of 2024, "Safe City" digital products were marketed abroad by Chinese companies including Dahua Technology, Huawei, ZTE, and Hikvision. Huawei's Safe City Compact Solution focuses on improving safety. In 2018, Serbia announced a Safe City project for
Belgrade Belgrade is the Capital city, capital and List of cities in Serbia, largest city of Serbia. It is located at the confluence of the Sava and Danube rivers and at the crossroads of the Pannonian Basin, Pannonian Plain and the Balkan Peninsula. T ...
in conjunction with Huawei, using one thousand cameras with advanced facial recognition and license plate recognition capabilities.


Europe

EU members began working on smart city developments and ICT initiatives in the mid-2010s. The Digital Agenda for Europe framework emphasizes harnessing ICTs. The 2014-15 budget of the Horizon 2020 Research and Innovation program, included approximately 200 million Euros to expedite smart cities. As of 2024
Estonia Estonia, officially the Republic of Estonia, is a country in Northern Europe. It is bordered to the north by the Gulf of Finland across from Finland, to the west by the Baltic Sea across from Sweden, to the south by Latvia, and to the east by Ru ...
had proceeded furthest towards digitizing public services.


India

The Smart Cities Mission is a retrofitting and urban renewal program spearheaded by the Ministry of Urban Development.


Southeast Asia

ASEAN Smart Cities Network (ASCN) is a collaborative platform to advance smart city efforts across
ASEAN The Association of Southeast Asian Nations, commonly abbreviated as ASEAN, is a regional grouping of 10 states in Southeast Asia "that aims to promote economic and security cooperation among its ten members." Together, its member states r ...
by catalysing bankable projects, and securing funding and support from ASEAN's external partners.


United Nations

The New Urban Agenda emphasized the importance of smart city development, establishing a fundamental commitment for the UN's 193 member states.


United States

The
United States The United States of America (USA), also known as the United States (U.S.) or America, is a country primarily located in North America. It is a federal republic of 50 U.S. state, states and a federal capital district, Washington, D.C. The 48 ...
allocated more than $160 million toward smart city initiatives. Challenges include traffic congestion,
economic growth In economics, economic growth is an increase in the quantity and quality of the economic goods and Service (economics), services that a society Production (economics), produces. It can be measured as the increase in the inflation-adjusted Outp ...
, crime,
climate change Present-day climate change includes both global warming—the ongoing increase in Global surface temperature, global average temperature—and its wider effects on Earth's climate system. Climate variability and change, Climate change in ...
, and public services.


Taiwan

Taiwan Taiwan, officially the Republic of China (ROC), is a country in East Asia. The main geography of Taiwan, island of Taiwan, also known as ''Formosa'', lies between the East China Sea, East and South China Seas in the northwestern Pacific Ocea ...
has actively promoted smart city development through government-led initiatives such as the Smart City Taiwan program, launched in 2018 by the Ministry of Economic Affairs. The program partners with local governments and private companies to deploy pilot projects in areas including healthcare, transportation, public safety, environmental monitoring, and education.
Taipei , nickname = The City of Azaleas , image_map = , map_caption = , pushpin_map = Taiwan#Asia#Pacific Ocean#Earth , coordinates = , subdivision_type = Country ...
, Taoyuan, and
Tainan Tainan (), officially Tainan City, is a Special municipality (Taiwan), special municipality in southern Taiwan, facing the Taiwan Strait on its western coast. Tainan is the oldest city on the island and commonly called the "Taiwan Prefecture, ...
have emerged as leading smart cities, implementing solutions such as AI-assisted traffic management, smart street lighting, and real-time air quality sensors. The government also supports a Public-Private-People Partnership (P-P-P-P) model to involve citizens in the co-creation of services. Taiwan's approach emphasizes the integration of 5G, the
Internet of Things Internet of things (IoT) describes devices with sensors, processing ability, software and other technologies that connect and exchange data with other devices and systems over the Internet or other communication networks. The IoT encompasse ...
(IoT), and
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
(AI) to improve urban livability and sustainability. The annual Smart City Summit & Expo in Taipei has become a major platform for showcasing Taiwan's innovations and fostering international collaboration.


Implementation

The most common characteristics of a "smart city" are networked infrastructure; emphasis on business-led urban development; social inclusion of various resident groups; and an emphasis on the environment.


Partnerships

Smart city initiatives require collaboration and involvement from government agencies, businesses, community organizations, academia, and citizens. Collaborating with
business Business is the practice of making one's living or making money by producing or Trade, buying and selling Product (business), products (such as goods and Service (economics), services). It is also "any activity or enterprise entered into for ...
es and
academia An academy (Attic Greek: Ἀκαδήμεια; Koine Greek Ἀκαδημία) is an institution of tertiary education. The name traces back to Plato's school of philosophy, founded approximately 386 BC at Akademia, a sanctuary of Athena, the go ...
brings technical know-how and research capabilities. Collaborations with community organizations can improve equity and inclusivity.


See also

*
Carfree city A carfree city is an urban area absent of motor vehicles. Carfree cities rely on public transport, walking, and cycling for travel, as opposed to motor vehicles. Districts where motor vehicles are prohibited are referred to as carfree zones. Ca ...
* Career-oriented social networking market * Connected car *
Community-driven development Community-driven development (CDD) is an initiative in the field of development that provides control of the economic development, development process, resources and decision making authority directly to groups in the community. The underlying assum ...
* DFAD *
Eco-cities An eco-city or ecocity is "a human settlement modeled on the Self-sustainability, self-sustaining resilient structure and function of natural ecosystems", as defined by Ecocity Builders (a non-profit organization started by Richard Register, who ...
* Energy informatics * Global brain *
Government by algorithm Government by algorithm (also known as algorithmic regulation, regulation by algorithms, algorithmic governance, algocratic governance, algorithmic legal order or algocracy) is an alternative form of government or social ordering where the usag ...
* Intelligent environment *
Intelligent transportation system An intelligent transportation system (ITS) is an advanced application that aims to provide services relating to different modes of transport and traffic management and enable users to be better informed and make safer, more coordinated, and 's ...
* Mass surveillance * Municipal wireless network * Net metering * Pervasive informatics *
Planned community A planned community, planned city, planned town, or planned settlement is any community that was carefully planned from its inception and is typically constructed on previously undeveloped land. This contrasts with settlements that evolve ...
* Resilient city * Short food supply chains *
Smart grid The smart grid is an enhancement of the 20th century electrical grid, using two-way communications and distributed so-called intelligent devices. Two-way flows of electricity and information could improve the delivery network. Research is main ...
* Smart highway * Smart port * Smart village * Sustainable city * Technocracy * Ubiquitous computing * Urban computing * Urban farming * Urban informatics *
Urban vitality Urban vitality is the quality of spaces in urban area, cities that attract diverse groups of people for a range of activities at different times of the day. Such spaces are often be perceived as being alive, lively or vibrant, in contrast with lo ...
*
Vertical farming Vertical farming is the practice of growing crops in vertically and horizontally stacked layers. It often incorporates controlled-environment agriculture, which aims to optimize plant growth, and soilless farming techniques such as hydroponics ...
* Chennai Smart City * 15-minute city


References


Further reading

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External links


British Standards Institute initiative on Smart Cities

Future of Cities
UK government 'Foresight' project on cities {{Cities Urban studies and planning terminology Government by algorithm Urban planning in China