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"Fourth Industrial Revolution", "4IR", or "Industry 4.0", is a
neologism In linguistics, a neologism (; also known as a coinage) is any newly formed word, term, or phrase that has achieved popular or institutional recognition and is becoming accepted into mainstream language. Most definitively, a word can be considered ...
describing rapid technological advancement in the 21st century. It follows the Third Industrial Revolution (the "Information Age"). The term was popularised in 2016 by
Klaus Schwab Klaus Martin Schwab (; born 30 March 1938) is a German mechanical engineer, economist, and founder of the World Economic Forum (WEF). He acted as the WEF's chairman since founding the organisation from 1971 until 2025 when he was replaced by P ...
, the
World Economic Forum The World Economic Forum (WEF) is an international non-governmental organization, international advocacy non-governmental organization and think tank, based in Cologny, Canton of Geneva, Switzerland. It was founded on 24 January 1971 by German ...
founder and former executive chairman, who asserts that these developments represent a significant shift in industrial
capitalism Capitalism is an economic system based on the private ownership of the means of production and their use for the purpose of obtaining profit. This socioeconomic system has developed historically through several stages and is defined by ...
. A part of this phase of industrial change is the joining of technologies like
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 ...
, gene editing, to advanced
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 ...
that blur the lines between the physical, digital, and biological worlds. Throughout this, fundamental shifts are taking place in how the global production and supply network operates through ongoing automation of traditional manufacturing and industrial practices, using modern smart technology, large-scale machine-to-machine communication (M2M), and 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). This integration results in increasing automation, improving communication and self-monitoring, and the use of smart machines that can analyse and diagnose issues without the need for human intervention. It also represents a social, political, and economic shift from the
digital age The Information Age is a History by period, historical period that began in the mid-20th century. It is characterized by a rapid shift from traditional industries, as established during the Industrial Revolution, to an economy centered on info ...
of the late 1990s and early 2000s to an era of embedded connectivity distinguished by the ubiquity of technology in society (i.e. a metaverse) that changes the ways humans experience and know the world around them. It posits that we have created and are entering an augmented social reality compared to just the natural senses and industrial ability of humans alone. The Fourth Industrial Revolution is sometimes expected to mark the beginning of an '' imagination age'', where creativity and imagination become the primary drivers of economic value.


History

The phrase ''Fourth Industrial Revolution'' was first introduced by a team of scientists developing a high-tech strategy for the German government.
Klaus Schwab Klaus Martin Schwab (; born 30 March 1938) is a German mechanical engineer, economist, and founder of the World Economic Forum (WEF). He acted as the WEF's chairman since founding the organisation from 1971 until 2025 when he was replaced by P ...
, former executive chairman of the
World Economic Forum The World Economic Forum (WEF) is an international non-governmental organization, international advocacy non-governmental organization and think tank, based in Cologny, Canton of Geneva, Switzerland. It was founded on 24 January 1971 by German ...
(WEF), introduced the phrase to a wider audience in a 2015 article published by ''
Foreign Affairs ''Foreign Affairs'' is an American magazine of international relations and foreign policy of the United States, U.S. foreign policy published by the Council on Foreign Relations, a nonprofit organization, nonprofit, nonpartisan, membership or ...
''. "Mastering the Fourth Industrial Revolution" was the 2016 theme of the World Economic Forum Annual Meeting, in Davos-Klosters, Switzerland. On 10 October 2016, the Forum announced the opening of its Centre for the Fourth Industrial Revolution in San Francisco. This was also subject and title of Schwab's 2016 book. Schwab includes in this fourth era technologies that combine hardware, software, and biology ( cyber-physical systems), and emphasises advances in communication and connectivity. Schwab expects this era to be marked by breakthroughs in emerging technologies in fields such as
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 ...
,
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 ...
,
nanotechnology Nanotechnology is the manipulation of matter with at least one dimension sized from 1 to 100 nanometers (nm). At this scale, commonly known as the nanoscale, surface area and quantum mechanical effects become important in describing propertie ...
,
quantum computing A quantum computer is a computer that exploits quantum mechanical phenomena. On small scales, physical matter exhibits properties of wave-particle duality, both particles and waves, and quantum computing takes advantage of this behavior using s ...
,
biotechnology Biotechnology is a multidisciplinary field that involves the integration of natural sciences and Engineering Science, engineering sciences in order to achieve the application of organisms and parts thereof for products and services. Specialists ...
, 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 ...
, the industrial internet of things, decentralised consensus, fifth-generation wireless technologies,
3D printing 3D printing, or additive manufacturing, is the construction of a three-dimensional object from a CAD model or a digital 3D model. It can be done in a variety of processes in which material is deposited, joined or solidified under computer ...
, and fully autonomous vehicles. In ''The Great Reset'' proposal by the WEF, ''The Fourth Industrial Revolution'' is included as a strategic intelligence in the solution to rebuild the economy sustainably following the
COVID-19 pandemic The COVID-19 pandemic (also known as the coronavirus pandemic and COVID pandemic), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), began with an disease outbreak, outbreak of COVID-19 in Wuhan, China, in December ...
.


First Industrial Revolution

The First Industrial Revolution was marked by a transition from hand production methods to machines through the use of steam power and
water power Hydropower (from Ancient Greek -, "water"), also known as water power or water energy, is the use of falling or fast-running water to produce electricity or to power machines. This is achieved by converting the gravitational potential or kin ...
. The implementation of new technologies took a long time, so the period which this refers to was between 1760 and 1820, or 1840 in Europe and the United States. Its effects had consequences on
textile manufacturing Textile manufacturing or textile engineering is a major industry. It is largely based on the conversion of fibre into yarn, then yarn into fabric. These are then dyed or printed, fabricated into cloth which is then converted into useful good ...
, which was first to adopt such changes, as well as iron industry, agriculture, and mining–although it also had societal effects with an ever stronger
middle class The middle class refers to a class of people in the middle of a social hierarchy, often defined by occupation, income, education, or social status. The term has historically been associated with modernity, capitalism and political debate. C ...
.


Second Industrial Revolution

The Second Industrial Revolution, also known as the Technological Revolution, is the period between 1871 and 1914 that resulted from installations of extensive railroad and
telegraph Telegraphy is the long-distance transmission of messages where the sender uses symbolic codes, known to the recipient, rather than a physical exchange of an object bearing the message. Thus flag semaphore is a method of telegraphy, whereas ...
networks, which allowed for faster transfer of people and ideas, as well as electricity. Increasing electrification allowed for factories to develop the modern
production line A production line is a set of sequential operations established in a factory where components are assembled to make a finished article or where materials are put through a refining process to produce an end-product that is suitable for onward ...
.


Third Industrial Revolution

The Third Industrial Revolution, also known as the Digital Revolution, began in the late 20th century. It is characterized by the shift to an economy centered on
information technology Information technology (IT) is a set of related fields within information and communications technology (ICT), that encompass computer systems, software, programming languages, data processing, data and information processing, and storage. Inf ...
, marked by the advent of
personal computers A personal computer, commonly referred to as PC or computer, is a computer designed for individual use. It is typically used for tasks such as Word processor, word processing, web browser, internet browsing, email, multimedia playback, and PC ...
, the
Internet The Internet (or internet) is the Global network, global system of interconnected computer networks that uses the Internet protocol suite (TCP/IP) to communicate between networks and devices. It is a internetworking, network of networks ...
, and the widespread digitalization of communication and industrial processes. A book by
Jeremy Rifkin Jeremy Rifkin (born January 26, 1945) is an American economic and social theorist, writer, public speaker, political advisor, and activist. Rifkin is the author of 23 books about the influence of scientific and technological changes on the eco ...
titled The Third Industrial Revolution, published in 2011, focused on the intersection of digital communications technology and
renewable energy Renewable energy (also called green energy) is energy made from renewable resource, renewable natural resources that are replenished on a human lifetime, human timescale. The most widely used renewable energy types are solar energy, wind pow ...
. It was made into a 2017 documentary by
Vice Media Vice Media Group LLC is a Canadian-American digital media and broadcasting company. Vice Media encompasses four main business areas: Vice Studios Group (film and TV production); Vice TV (a joint venture with A&E Networks, also known as Vicelan ...
.


Characteristics

In essence, the Fourth Industrial Revolution is the trend towards
automation Automation describes a wide range of technologies that reduce human intervention in processes, mainly by predetermining decision criteria, subprocess relationships, and related actions, as well as embodying those predeterminations in machine ...
and data exchange in manufacturing technologies and processes which include cyber-physical systems (CPS),
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),
cloud computing Cloud computing is "a paradigm for enabling network access to a scalable and elastic pool of shareable physical or virtual resources with self-service provisioning and administration on-demand," according to International Organization for ...
,Heiner Lasi, Hans-Georg Kemper, Peter Fettke, Thomas Feld, Michael Hoffmann: Industry 4.0. In: Business & Information Systems Engineering 4 (6), pp. 239–242 cognitive computing, 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 ...
. Machines improve human efficiency in performing repetitive functions, and the combination of
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 ( ...
and
computing power In computing, computer performance is the amount of useful work accomplished by a computer system. Outside of specific contexts, computer performance is estimated in terms of accuracy, efficiency and speed of executing computer program instruction ...
allows machines to carry out increasingly complex tasks. The Fourth Industrial Revolution has been defined as technological developments in cyber-physical systems such as high capacity connectivity; new human-machine interaction modes such as touch interfaces and
virtual reality Virtual reality (VR) is a Simulation, simulated experience that employs 3D near-eye displays and pose tracking to give the user an immersive feel of a virtual world. Applications of virtual reality include entertainment (particularly video gam ...
systems; and improvements in transferring digital instructions to the physical world including robotics and
3D printing 3D printing, or additive manufacturing, is the construction of a three-dimensional object from a CAD model or a digital 3D model. It can be done in a variety of processes in which material is deposited, joined or solidified under computer ...
(additive manufacturing); "
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 ...
" and
cloud computing Cloud computing is "a paradigm for enabling network access to a scalable and elastic pool of shareable physical or virtual resources with self-service provisioning and administration on-demand," according to International Organization for ...
; improvements to and uptake of Off-Grid / Stand-Alone Renewable Energy Systems: solar,
wind Wind is the natural movement of atmosphere of Earth, air or other gases relative to a planetary surface, planet's surface. Winds occur on a range of scales, from thunderstorm flows lasting tens of minutes, to local breezes generated by heatin ...
,
wave In physics, mathematics, engineering, and related fields, a wave is a propagating dynamic disturbance (change from List of types of equilibrium, equilibrium) of one or more quantities. ''Periodic waves'' oscillate repeatedly about an equilibrium ...
,
hydroelectric Hydroelectricity, or hydroelectric power, is Electricity generation, electricity generated from hydropower (water power). Hydropower supplies 15% of the world's electricity, almost 4,210 TWh in 2023, which is more than all other Renewable energ ...
and the electric batteries (
lithium-ion A lithium-ion or Li-ion battery is a type of rechargeable battery that uses the reversible Intercalation (chemistry), intercalation of Li+ ions into electronically Electrical conductor, conducting solids to store energy. Li-ion batteries are c ...
renewable
energy storage system Energy storage is the capture of energy produced at one time for use at a later time to reduce imbalances between energy demand and energy production. A device that stores energy is generally called an accumulator or battery. Energy comes in ...
s (ESS) and EV). It also emphasizes decentralized decisions – the ability of cyber physical systems to make decisions on their own and to perform their tasks as autonomously as possible. Only in the case of exceptions, interference, or conflicting goals, are tasks delegated to a higher level.


Distinctiveness

Proponents of the Fourth Industrial Revolution suggest it is a distinct revolution rather than simply a prolongation of the Third Industrial Revolution. This is due to the following characteristics: *
Velocity Velocity is a measurement of speed in a certain direction of motion. It is a fundamental concept in kinematics, the branch of classical mechanics that describes the motion of physical objects. Velocity is a vector (geometry), vector Physical q ...
— exponential speed at which incumbent industries are affected and displaced * Scope and systems impact – the large amount of sectors and firms that are affected * Paradigm shift in technology policy – new policies designed for this new way of doing are present. An example is
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 ...
's formal recognition of Industry 4.0 in its innovation policies. Critics of the concept dismiss Industry 4.0 as a
marketing strategy Marketing strategy refers to efforts undertaken by an Organizational structure, organization to increase its sales and achieve competitive advantage. In other words, it is the method of advertising a company's products to the public through an est ...
. They suggest that although revolutionary changes are identifiable in distinct sectors, there is no systemic change so far. In addition, the pace of recognition of Industry 4.0 and policy transition varies across countries; the definition of Industry 4.0 is not harmonised. One of the most known figures is
Jeremy Rifkin Jeremy Rifkin (born January 26, 1945) is an American economic and social theorist, writer, public speaker, political advisor, and activist. Rifkin is the author of 23 books about the influence of scientific and technological changes on the eco ...
who "agree that digitalization is the hallmark and defining technology in what has become known as the Third Industrial Revolution". However, he argues "that the evolution of digitalization has barely begun to run its course and that its new configuration in the form of the Internet of Things represents the next stage of its development".


Components

The application of the Fourth Industrial Revolution operates through: *
Mobile device A mobile device or handheld device is a computer small enough to hold and operate in hand. Mobile devices are typically battery-powered and possess a flat-panel display and one or more built-in input devices, such as a touchscreen or keypad. ...
s * Location detection technologies ( electronic identification) * Advanced human-machine interfaces *
Authentication Authentication (from ''authentikos'', "real, genuine", from αὐθέντης ''authentes'', "author") is the act of proving an Logical assertion, assertion, such as the Digital identity, identity of a computer system user. In contrast with iden ...
and fraud detection * Smart sensors * Big analytics and advanced processes * Multilevel customer interaction and customer profiling *
Augmented reality Augmented reality (AR), also known as mixed reality (MR), is a technology that overlays real-time 3D computer graphics, 3D-rendered computer graphics onto a portion of the real world through a display, such as a handheld device or head-mounted ...
/ wearables * On-demand availability of computer
system resource In computing, a system resource, or simply resource, is any physical or virtual component of limited availability that is accessible to a computer. All connected devices and internal system components are resources. Virtual system resources in ...
s * Data visualisation Industry 4.0 networks a wide range of new technologies to create value. Using cyber-physical systems that monitor physical processes, a virtual copy of the physical world can be designed. Characteristics of cyber-physical systems include the ability to make decentralised decisions independently, reaching a high degree of autonomy. The value created in Industry 4.0 can be relied upon in electronic identification, in which the smart manufacturing requires set technologies to be incorporated in the manufacturing process to thus be classified as in the development path of Industry 4.0 and no longer
digitisation Digitization is the process of converting information into a Digital data, digital (i.e. computer-readable) format.Collins Dictionary. (n.d.). Definition of 'digitize'. Retrieved December 15, 2021, from https://www.collinsdictionary.com/dicti ...
.


Trends


Smart factories

The Fourth Industrial Revolution fosters "smart factories", which are production environments where facilities and
logistics Logistics is the part of supply chain management that deals with the efficient forward and reverse flow of goods, services, and related information from the point of origin to the Consumption (economics), point of consumption according to the ...
systems are organised with minimal human intervention. The technical foundations on which smart factories are based are cyber-physical systems that communicate with each other using IoT. An important part of this process is the exchange of data between the product and the
production line A production line is a set of sequential operations established in a factory where components are assembled to make a finished article or where materials are put through a refining process to produce an end-product that is suitable for onward ...
. This enables more efficient
supply chain A supply chain is a complex logistics system that consists of facilities that convert raw materials into finished products and distribute them to end consumers or end customers, while supply chain management deals with the flow of goods in distri ...
connectivity and better organisation within a production environment. Within modular structured smart factories, cyber-physical systems monitor physical processes, create a virtual copy of the physical world, and make decentralised decisions. Over the internet of things, cyber-physical systems communicate and cooperate with each other and with humans in synchronic time both internally and across organizational services offered and used by participants of the
value chain A value chain is a progression of activities that a business or firm performs in order to deliver goods and services of Value (economics), value to an end customer. The concept comes from the field of business management and was first described ...
.


Artificial intelligence

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) has a wide range of applications across all sectors of the economy. It gained prominence following advancements in
deep learning Deep learning is a subset of machine learning that focuses on utilizing multilayered neural networks to perform tasks such as classification, regression, and representation learning. The field takes inspiration from biological neuroscience a ...
during the 2010s, and its impact intensified in the 2020s with the rise of generative AI, a period often referred to as the " AI boom". Models like GPT-4o can engage in verbal and textual discussions and analyze images. AI is a key driver of Industry 4.0, orchestrating technologies like
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 ...
, automated vehicles, and real-time data analytics. By enabling machines to perform complex tasks, AI is redefining production processes and reducing changeover times. AI could also significantly accelerate, or even automate
software development Software development is the process of designing and Implementation, implementing a software solution to Computer user satisfaction, satisfy a User (computing), user. The process is more encompassing than Computer programming, programming, wri ...
. Some experts believe that AI alone could be as transformative as an industrial revolution. Multiple companies such as
OpenAI OpenAI, Inc. is an American artificial intelligence (AI) organization founded in December 2015 and headquartered in San Francisco, California. It aims to develop "safe and beneficial" artificial general intelligence (AGI), which it defines ...
and Meta have expressed the goal of creating
artificial general intelligence Artificial general intelligence (AGI)—sometimes called human‑level intelligence AI—is a type of artificial intelligence that would match or surpass human capabilities across virtually all cognitive tasks. Some researchers argue that sta ...
(AI that can do virtually any cognitive task a human can), making large investments in data centers and
GPUs A graphics processing unit (GPU) is a specialized electronic circuit designed for digital image processing and to accelerate computer graphics, being present either as a discrete video card or embedded on motherboards, mobile phones, personal ...
to
train A train (from Old French , from Latin">-4; we might wonder whether there's a point at which it's appropriate to talk of the beginnings of French, that is, when it wa ... , from Latin , "to pull, to draw") is a series of connected vehicles th ...
more capable AI models.


Robotics

Humanoid robots have traditionally lacked usefulness. They had difficulty picking simple objects due to imprecise control and coordination, and they wouldn't understand their environment and how physics works. They were often explicitly programmed to do narrow tasks, failing when encountering new situations. Modern humanoid robots, however, are typically based on
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 ( ...
, and in particular
reinforcement learning Reinforcement learning (RL) is an interdisciplinary area of machine learning and optimal control concerned with how an intelligent agent should take actions in a dynamic environment in order to maximize a reward signal. Reinforcement learnin ...
. In 2024, humanoid robots are rapidly becoming more flexible, easier to train, and versatile.


Predictive maintenance

Industry 4.0 facilitates
predictive maintenance Predictive maintenance techniques are designed to help determine the condition of in-service equipment in order to estimate when maintenance should be performed. This approach claims more cost savings over routine or time-based preventive maint ...
, due to the use of advanced technologies, including IoT sensors. Predictive maintenance, which can identify potential maintenance issues in real time, allows machine owners to perform cost-effective maintenance before the machinery fails or gets damaged. For example, a company in Los Angeles could understand if a piece of equipment in Singapore is running at an abnormal speed or temperature. They could then decide whether or not it needs to be repaired.


3D printing

The Fourth Industrial Revolution is said to have extensive dependency on
3D printing 3D printing, or additive manufacturing, is the construction of a three-dimensional object from a CAD model or a digital 3D model. It can be done in a variety of processes in which material is deposited, joined or solidified under computer ...
technology. Some advantages of 3D printing for industry are that 3D printing can print many geometric structures, as well as simplify the product design process. It is also relatively environmentally friendly. In low-volume production, it can also decrease lead times and total production costs. Moreover, it can increase flexibility, reduce warehousing costs and help the company towards the adoption of a mass customisation business strategy. In addition, 3D printing can be very useful for printing spare parts and installing it locally, therefore reducing supplier dependence and reducing the supply lead time.


Smart sensors

Sensors and instrumentation drive the central forces of innovation, not only for Industry 4.0 but also for other "smart" megatrends, such as smart production, smart mobility, smart homes, smart cities, and smart factories. Smart sensors are devices which generate the data and allow further functionality from self-monitoring and self-configuration to condition monitoring of complex processes. With the capability of
wireless communication Wireless communication (or just wireless, when the context allows) is the transfer of information (''telecommunication'') between two or more points without the use of an electrical conductor, optical fiber or other continuous guided med ...
, they reduce installation effort to a great extent and help realise a dense array of sensors. The importance of sensors, measurement science, and smart evaluation for Industry 4.0 has been recognised and acknowledged by various experts and has already led to the statement "Industry 4.0: nothing goes without sensor systems." However, there are a few issues, such as time synchronisation error,
data loss Data loss is an error condition in information systems in which information is destroyed by failures (like failed spindle motors or head crashes on hard drives) or neglect (like mishandling, careless handling or storage under unsuitable conditions) ...
, and dealing with large amounts of harvested data, which all limit the implementation of full-fledged systems. Moreover, additional limits on these functionalities represent the battery power. One example of the integration of smart sensors in the electronic devices, is the case of smart watches, where sensors receive the data from the movement of the user, process the data and as a result, provide the user with the information about how many steps they have walked in a day and also converts the data into
calories The calorie is a unit of energy that originated from the caloric theory of heat. The large calorie, food calorie, dietary calorie, kilocalorie, or kilogram calorie is defined as the amount of heat needed to raise the temperature of one liter o ...
burned.


Agriculture and food industries

Smart sensors in these two fields are still in the testing stage. These connected sensors collect, interpret and communicate the information available in the plots (leaf area, vegetation index, chlorophyll, hygrometry, temperature, water potential, radiation). Based on this scientific data, the objective is to enable real-time monitoring via a
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 ...
with a range of advice that optimises plot management in terms of results, time and costs. On the farm, these sensors can be used to detect crop stages and recommend inputs and treatments at the right time, as well as controlling the level of
irrigation Irrigation (also referred to as watering of plants) is the practice of applying controlled amounts of water to land to help grow crops, landscape plants, and lawns. Irrigation has been a key aspect of agriculture for over 5,000 years and has bee ...
. The
food industry The food industry is a complex, global network of diverse businesses that supplies most of the food consumed by the world's population. The food industry today has become highly diversified, with manufacturing ranging from small, traditional, ...
requires more and more security and transparency and full documentation is required. This new technology is used as a tracking system as well as the collection of human data and product data.


Accelerated transition to the knowledge economy

Knowledge economy is an economic system in which production and services are largely based on knowledge-intensive activities that contribute to an accelerated pace of technical and scientific advance, as well as rapid obsolescence. Industry 4.0 aids transitions into knowledge economy by increasing reliance on intellectual capabilities rather than on physical inputs or
natural resources Natural resources are resources that are drawn from nature and used with few modifications. This includes the sources of valued characteristics such as commercial and industrial use, aesthetic value, scientific interest, and cultural value. ...
.


Challenges

Challenges in implementation of Industry 4.0:


Economic

* High economic cost * Business model adaptation * Unclear economic benefits/excessive investment * Driving significant economic changes through automation and technological advancements, leading to both job displacement and the creation of new roles, necessitating widespread workforce reskilling and systemic adaptation.


Social

* Privacy concerns * Surveillance and distrust * General reluctance to change by stakeholders * Threat of redundancy of the corporate IT department * Loss of many jobs to automatic processes and IT-controlled processes, especially for
blue-collar worker A blue-collar worker is a person who performs manual labour, manual labor or Tradesman, skilled trades. Blue-collar work may involve skilled or unskilled labor. The type of work may involve manufacturing, retail, Warehouse, warehousing, mining, ...
s *Increased risk of gender inequalities in professions with job roles most susceptible to replacement with AI


Political

* Lack of regulation, standards, and forms of certifications * Unclear legal issues and data security


Organizational

* IT security issues, which are greatly aggravated by the inherent need to open up previously closed production shops * Reliability and stability needed for critical machine-to-machine communication (M2M), including very short and stable latency times * Need to maintain the integrity of production processes * Need to avoid any IT snags, as those would cause expensive production outages * Need to protect industrial know-how (contained also in the control files for the industrial automation gear) * Lack of adequate skill-sets to expedite the transition towards Industry 4.0 * Low top management commitment * Insufficient qualification of employees


Country applications

Many countries have set up institutional mechanisms to foster the adoption of Industry 4.0 technologies. For example,


Australia

Australia Australia, officially the Commonwealth of Australia, is a country comprising mainland Australia, the mainland of the Australia (continent), Australian continent, the island of Tasmania and list of islands of Australia, numerous smaller isl ...
has a Digital Transformation Agency (est. 2015) and the Prime Minister's Industry 4.0 Taskforce (est. 2016), which promotes collaboration with industry groups in Germany and the USA.


Germany

The term "Industrie 4.0", shortened to I4.0 or simply I4, originated in 2011 from a project in the high-tech strategy of the German government and specifically relates to that project policy, rather than a wider notion of a Fourth Industrial Revolution of 4IR, which promotes the computerisation of manufacturing. The term "Industrie 4.0" was publicly introduced in the same year at the Hannover Fair. German professor Wolfgang Wahlster is sometimes called the inventor of the "Industry 4.0" term. In October 2012, the Working Group on Industry 4.0 presented a set of Industry 4.0 implementation recommendations to the German federal government. The workgroup members and partners are recognised as the founding fathers and driving force behind Industry 4.0. On 8 April 2013 at the Hannover Fair, the final report of the Working Group Industry 4.0 was presented. This working group was headed by Siegfried Dais, of Robert Bosch GmbH, and Henning Kagermann, of the German Academy of Science and Engineering. As Industry 4.0 principles have been applied by companies, they have sometimes been rebranded. For example, the aerospace parts manufacturer Meggitt PLC has branded its own Industry 4.0 research project M4. The discussion of how the shift to Industry 4.0–and especially
digitisation Digitization is the process of converting information into a Digital data, digital (i.e. computer-readable) format.Collins Dictionary. (n.d.). Definition of 'digitize'. Retrieved December 15, 2021, from https://www.collinsdictionary.com/dicti ...
–will affect the labour market is being discussed in Germany under the topic of Work 4.0. The federal government in Germany is a leader in the development of the I4.0 policy through its ministries of the
German federal Ministry of Education and Research The Federal Ministry of Research, Technology and Space (; abbreviated BMFTR) is a Cabinet of Germany, cabinet-level ministry of Germany. It is headquartered in Bonn, with an office in Berlin. The Ministry provides funding for research projects an ...
(BMBF) and BMWi. Through the publishing of set objectives and goals for enterprises to achieve, the German federal government attempts to set the direction of the digital transformation. However, there is a gap between German enterprise's collaboration and knowledge of these set policies. The biggest challenge SMEs in Germany are currently facing regarding digital transformation of their manufacturing processes is ensuring that there is a concrete IT and application landscape to support further digital transformation efforts. The characteristics of the German government's Industry 4.0 strategy involve the strong customisation of products under the conditions of highly flexible (
mass Mass is an Intrinsic and extrinsic properties, intrinsic property of a physical body, body. It was traditionally believed to be related to the physical quantity, quantity of matter in a body, until the discovery of the atom and particle physi ...
-) production. The required automation technology is improved by the introduction of methods of self-optimization, self-configuration, self-diagnosis, cognition and intelligent support of workers in their increasingly complex work. The largest project in Industry 4.0 is the BMBF leading-edge cluster "Intelligent Technical Systems Ostwestfalen-Lippe (its OWL)". Another major project is the BMBF project RES-COM, as well as the Cluster of Excellence "Integrative Production Technology for High-Wage Countries". In 2015, 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 ...
started the international Horizon 2020 research project CREMA (cloud-based rapid elastic manufacturing) as a major initiative to foster the Industry 4.0 topic.


Estonia

In
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 ...
, the digital transformation dubbed as the 4th Industrial Revolution by
Klaus Schwab Klaus Martin Schwab (; born 30 March 1938) is a German mechanical engineer, economist, and founder of the World Economic Forum (WEF). He acted as the WEF's chairman since founding the organisation from 1971 until 2025 when he was replaced by P ...
and the
World Economic Forum The World Economic Forum (WEF) is an international non-governmental organization, international advocacy non-governmental organization and think tank, based in Cologny, Canton of Geneva, Switzerland. It was founded on 24 January 1971 by German ...
in 2015 started with the restoration of independence in 1991. Although a latecomer to the
information revolution The Information Age is a historical period that began in the mid-20th century. It is characterized by a rapid shift from traditional industries, as established during the Industrial Revolution, to an economy centered on information technology. ...
due to 50 years of Soviet occupation, Estonia leapfrogged to the digital era, while skipping the analogue connections almost completely. The early decisions made by Prime Minister Mart Laar on the course of the country's economic development led to the establishment of what is today known as e-Estonia, one of the worlds most digitally advanced nations. According to the goals set in Estonia's Digital Agenda 2030, the next advances in the country's digital transformation will involve switching to event-based and proactive services, both in private and business environments, as well as developing a
green Green is the color between cyan and yellow on the visible spectrum. It is evoked by light which has a dominant wavelength of roughly 495570 nm. In subtractive color systems, used in painting and color printing, it is created by a com ...
, AI-powered, and human-centric digital government.


Indonesia

Another example is the Indonesian initiative Making Indonesia 4.0, which focuses on improving industrial performance.


India

India India, officially the Republic of India, is a country in South Asia. It is the List of countries and dependencies by area, seventh-largest country by area; the List of countries by population (United Nations), most populous country since ...
, with its expanding
economy An economy is an area of the Production (economics), production, Distribution (economics), distribution and trade, as well as Consumption (economics), consumption of Goods (economics), goods and Service (economics), services. In general, it is ...
and extensive manufacturing sector, has embraced the digital revolution, leading to significant advancements in manufacturing. The Indian program for Industry 4.0 centers around leveraging technology to produce globally competitive products at cost-effective rates while adopting the latest technological advancements of Industry 4.0.


Japan

Society 5.0 envisions a society that prioritizes the well-being of its citizens, striking a harmonious balance between economic progress and the effective addressing of societal challenges through a closely interconnected system of both the digital realm and the physical world. This concept was introduced in 2019 in the 5th Science and Technology Basic Plan for Japanese Government as a blueprint for a forthcoming societal framework.


Malaysia

Malaysia Malaysia is a country in Southeast Asia. Featuring the Tanjung Piai, southernmost point of continental Eurasia, it is a federation, federal constitutional monarchy consisting of States and federal territories of Malaysia, 13 states and thre ...
's national policy on Industry 4.0 is known as Industry4WRD. Launched in 2018, key initiatives in this policy include enhancing digital infrastructure, equipping the workforce with 4IR skills, and fostering innovation and technology adoption across industries.


South Africa

South Africa South Africa, officially the Republic of South Africa (RSA), is the Southern Africa, southernmost country in Africa. Its Provinces of South Africa, nine provinces are bounded to the south by of coastline that stretches along the Atlantic O ...
appointed a Presidential Commission on the Fourth Industrial Revolution in 2019, consisting of about 30 stakeholders with a background in academia, industry and government. South Africa has also established an Inter ministerial Committee on Industry 4.0.


South Korea

The
Republic of Korea South Korea, officially the Republic of Korea (ROK), is a country in East Asia. It constitutes the southern half of the Korea, Korean Peninsula and borders North Korea along the Korean Demilitarized Zone, with the Yellow Sea to the west and t ...
has had a Presidential Committee on the Fourth Industrial Revolution since 2017. The Republic of Korea's I-Korea strategy (2017) is focusing on new growth engines that include AI, drones, and autonomous cars, in line with the government's innovation-driven economic policy.


Uganda

Uganda Uganda, officially the Republic of Uganda, is a landlocked country in East Africa. It is bordered to the east by Kenya, to the north by South Sudan, to the west by the Democratic Republic of the Congo, to the south-west by Rwanda, and to the ...
adopted its own National 4IR Strategy in October 2020 with emphasis on
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), ...
, urban management (smart cities),
healthcare Health care, or healthcare, is the improvement or maintenance of health via the preventive healthcare, prevention, diagnosis, therapy, treatment, wikt:amelioration, amelioration or cure of disease, illness, injury, and other disability, physic ...
,
education Education is the transmission of knowledge and skills and the development of character traits. Formal education occurs within a structured institutional framework, such as public schools, following a curriculum. Non-formal education als ...
,
agriculture Agriculture encompasses crop and livestock production, aquaculture, and forestry for food and non-food products. Agriculture was a key factor in the rise of sedentary human civilization, whereby farming of domesticated species created ...
, and the digital economy; to support local businesses, the government was contemplating introducing a local start-ups bill in 2020 which would require all accounting officers to exhaust the local market prior to procuring digital solutions from abroad.


United Kingdom

In a policy paper published in 2019, the UK's
Department for Business, Energy & Industrial Strategy The Department for Business, Energy, and Industrial Strategy (BEIS) was a ministerial department of the United Kingdom Government, from July 2016 to February 2023. The department was formed during a machinery of government change on 14 July ...
, titled "Regulation for the Fourth Industrial Revolution", outlined the need to evolve current regulatory models to remain competitive in evolving technological and social settings.


United States

The
Department of Homeland Security The United States Department of Homeland Security (DHS) is the U.S. federal executive department responsible for public security, roughly comparable to the interior, home, or public security ministries in other countries. Its missions invol ...
in 2019 published a paper called 'The Industrial Internet of things (IIOT): Opportunities, Risks, Mitigation'. The base pieces of critical infrastructure are increasingly digitised for greater connectivity and optimisation. Hence, its implementation, growth and maintenance must be carefully planned and safeguarded. The paper discusses not only applications of IIOT but also the associated risks. It has suggested some key areas where risk mitigation is possible. To increase coordination between the public, private, law enforcement, academia and other stakeholders the DHS formed the National Cybersecurity and Communications Integration Center (NCCIC).


Industry applications

The
aerospace industry Aerospace is a term used to collectively refer to the atmosphere and outer space. Aerospace activity is very diverse, with a multitude of commercial, industrial, and military applications. Aerospace engineering consists of aeronautics and astr ...
has sometimes been characterised as "too low volume for extensive automation". However, Industry 4.0 principles have been investigated by several aerospace companies, and technologies have been developed to improve productivity where the upfront cost of automation cannot be justified. One example of this is the aerospace parts manufacturer Meggitt PLC's M4 project. The increasing use of the industrial internet of things is referred to as Industry 4.0 at Bosch, and generally in Germany. Applications include machines that can predict failures and trigger maintenance processes autonomously or self-organised coordination that react to unexpected changes in production. in 2017, Bosch launched the Connectory, a
Chicago 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 ...
,
Illinois Illinois ( ) is a U.S. state, state in the Midwestern United States, Midwestern United States. It borders on Lake Michigan to its northeast, the Mississippi River to its west, and the Wabash River, Wabash and Ohio River, Ohio rivers to its ...
based innovation incubator that specializes in IoT, including Industry 4.0. Industry 4.0 inspired Innovation 4.0, a move toward digitisation for academia and
research and development Research and development (R&D or R+D), known in some countries as OKB, experiment and design, is the set of innovative activities undertaken by corporations or governments in developing new services or products. R&D constitutes the first stage ...
. In 2017, the £81M Materials Innovation Factory (MIF) at the
University of Liverpool The University of Liverpool (abbreviated UOL) is a Public university, public research university in Liverpool, England. Founded in 1881 as University College Liverpool, Victoria University (United Kingdom), Victoria University, it received Ro ...
opened as a center for computer aided
materials science Materials science is an interdisciplinary field of researching and discovering materials. Materials engineering is an engineering field of finding uses for materials in other fields and industries. The intellectual origins of materials sci ...
, where robotic formulation, data capture, and modelling are being integrated into development practices.


Criticism

With the consistent development of automation of everyday tasks, some saw the benefit in the exact opposite of automation where self-made products are valued more than those that involved automation. This valuation is named the
IKEA effect The IKEA effect is a cognitive bias in which consumers place a disproportionately high value on products they partially created. The name refers to Sweden, Swedish manufacturer and furniture retailer IKEA, which sells many Ready-to-assemble furn ...
, a term coined by Michael I. Norton of
Harvard Business School Harvard Business School (HBS) is the graduate school, graduate business school of Harvard University, a Private university, private Ivy League research university. Located in Allston, Massachusetts, HBS owns Harvard Business Publishing, which p ...
, Daniel Mochon of
Yale Yale University is a private Ivy League research university in New Haven, Connecticut, United States. Founded in 1701, Yale is the third-oldest institution of higher education in the United States, and one of the nine colonial colleges ch ...
, and
Dan Ariely Dan Ariely (; born April 29, 1967) is an Israeli-American professor and author. He serves as a James B. Duke Professor of psychology and behavioral economics at Duke University. He is the co-founder of several companies implementing insights f ...
of
Duke Duke is a male title either of a monarch ruling over a duchy, or of a member of Royal family, royalty, or nobility. As rulers, dukes are ranked below emperors, kings, grand princes, grand dukes, and above sovereign princes. As royalty or nobi ...
. Another problem that is expected to accelerate with the growth of IR4 is the prevalence of mental disorders, a known issue within high-tech operators. Also, the IR4 has sparked significant criticism regarding AI bias and ethical issues, as algorithms used in decision-making processes often perpetuate existing social inequalities, disproportionately impacting marginalized groups while lacking transparency and accountability.


Future


Industry 5.0

Industry 5.0 has been proposed as a strategy to create a paradigm shift for an industrial landscape in which the primary focus should no longer be on increasing efficiency, but rather on promoting the
well-being Well-being is what is Intrinsic value (ethics), ultimately good for a person. Also called "welfare" and "quality of life", it is a measure of how well life is going for someone. It is a central goal of many individual and societal endeavors. ...
of society and sustainability of the economy and industrial production.


See also

* AI boom *
Computer-integrated manufacturing Computer-integrated manufacturing (CIM) is the manufacturing approach of using computers to control the entire production process. This integration allows individual processes to exchange information with each part. Manufacturing can be faster a ...
* Cyber manufacturing * Digital modelling and fabrication *
Industrial control system An industrial control system (ICS) is an electronic control system and associated instrumentation used for industrial process control. Control systems can range in size from a few modular panel-mounted controllers to large interconnected and in ...
* Intelligent maintenance systems * Lights-out manufacturing *
List of emerging technologies This is a list of emerging technologies, which are emerging technologies, in-development technical innovations that have significant potential in their applications. The criteria for this list is that the technology must: # Exist in some way; ...
*
Machine to machine Machine to machine (M2M) is direct communication between devices using any communications channel, including wired communication, wired and wireless. Machine to machine communication can include industrial instrumentation, enabling a sensor or met ...
* Nondestructive Evaluation 4.0 *
Simulation software Simulation software is based on the process of modeling a real phenomenon with a set of mathematical formulas. It is, essentially, a program that allows the user to observe an operation through simulation without actually performing that operation ...
*
Technological singularity The technological singularity—or simply the singularity—is a hypothetical point in time at which technological growth becomes uncontrollable and irreversible, resulting in unforeseeable consequences for human civilization. According to the ...
*
Technological unemployment The term technological unemployment is used to describe the loss of jobs caused by technological change. It is a key type of structural unemployment. Technological change typically includes the introduction of labour-saving "mechanical-muscle" ...
* '' The War on Normal People'' * Work 4.0 *
World Economic Forum The World Economic Forum (WEF) is an international non-governmental organization, international advocacy non-governmental organization and think tank, based in Cologny, Canton of Geneva, Switzerland. It was founded on 24 January 1971 by German ...
2016


References


Sources

* {{Science and technology studies 2015 neologisms 21st century Industrial automation Industrial computing Internet of things Technology forecasting Big data Industrial Revolution Fourth Industrial Revolution Knowledge economy