Economic and Social Challenges of Disruptive Technologies in Conditions of Industries 4.0 and 5.0: the EU Experience
Economic and social challenges of breakthrough technologies in the context of Industry 4.0, Industry 5.0, their impact on sustainable development. Technologies for creating the Internet of Things. Potential characteristics of disruptive technologies.
Рубрика | Производство и технологии |
Вид | статья |
Язык | английский |
Дата добавления | 30.11.2020 |
Размер файла | 55,8 K |
Отправить свою хорошую работу в базу знаний просто. Используйте форму, расположенную ниже
Студенты, аспиранты, молодые ученые, использующие базу знаний в своей учебе и работе, будут вам очень благодарны.
Размещено на http://www.allbest.ru/
Размещено на http://www.allbest.ru/
Economic and Social Challenges of Disruptive Technologies in Conditions of Industries 4.0 and 5.0: the EU Experience
Leonid H. Melnyk,
Iryna I. Dehtyarova,
Oleksandr V.,
Kubatko,
Mykola O. Kharchenko
The paper analyses the economic and social challenges of disruptive technologies in conditions of Industry 4.0 and Industry 5.0. The paper overviews research progress on Industry 4.0 and 5.0 and their influence on sustainable development. The research explains disruptive technologies trends for sustainable development. The paper examines the development process of “disruptive technologies”, which are numerous: telephone (replaced the telegraph), steamboats (replaced the sailing vessels), semiconductors (replaced the vacuum equipment), e-mail (instead of traditional mail), etc. The paper analyzes basic disruptive technologies for creating the Internet of Things. The paper shows potential economic characteristics of disruptive technologies for the nearest five-year perspective. It investigates the EU experience on the realization of Industries 4.0 and 5.0. The paper highlights the trends that positively impact business growth up to 2022 according to the EU Future of Jobs Report: increasing adoption of new technology and big data; advances in mobile internet; advances in artificial intelligence and cloud technology; shifts in national economic growth; expansion of education; advances in new energy supplies and technologies. The research demonstrates how disruptive technologies will accelerate by 2025 and how both positive and negative impacts on business will grow up. The article tackles the issues of the potential economic and social impact of disruptive technologies in the nearest future. It distinguishes possible consequences of the implementation of key disruptive technologies of our time: for example excessive psychological impact; the risk of creative potential reduction; increasing information dependence; reduced the privacy of personal life; risks of uncontrolled reduction of information security (for example, due to hackers); increased information vulnerability of civilization; risk of loss of human control over cyber systems, etc.
Key words: economic challenges, social challenges, Industry 4.0, Industry 5.0, disruptive technology.
Экономические и социальные вызовы прорывных технологий в условиях Индустрии 4.0 и 5.0: опыт ЕС
Леонид Григорьевич Мельник*,
Ирина Борисовна Дегтярева**,
Александр Васильевич Кубатко***,
Николай Алексеевич Харченко
* доктор экономических наук, профессор, заведующий кафедры экономики, предпринимательства и бизнес-администрирования Сумского государственного университета,
** кандидат экономических наук, доцент, доцент кафедры экономики, предпринимательства и бизнес-администрирования Сумского государственного университета,
*** доктор экономических наук, доцент, доцент кафедры экономики, предпринимательства и бизнес-администрирования Сумского государственного университета,
В статье проанализированы экономические и социальные вызовы прорывных технологий в условиях Индустрии 4.0 и Индустрии 5.0. В статье рассмотрены направления исследований в области Индустрий 4.0 и 5.0 и их влияние на устойчивое развитие. В исследовании объясняются направления развития прорывных технологий в контексте устойчивого развития. Рассматривается процесс развития прорывных технологий, таких как телефон, который заменил телеграф, пароходы, сменившие парусные суда, полупроводники, пришедшие на смену вакуумному оборудованию, электронная почта, сменившая традиционную и многое другое. В статье анализируются основные прорывные технологии создания Интернета вещей. В статье показаны потенциальные экономические характеристики прорывных технологии в ближайшие пять лет. Исследуется опыт ЕС по реализации потенциала прорывных технологий в условиях Индустрии 4.0 и 5.0. В статье освещаются тенденции, которые положительно влияют на рост и развитие бизнеса до 2022 года согласно отчету о будущем ЕС. Это, в частности, активное применение новейших технологий и использование больших данных; распространение мобильного Интернета; прогресс в области искусственного интеллекта и облачных технологий; рост национальных экономик; распространение образования; достижения в сфере энергообеспечения и технологий альтернативной энергетики. Исследование демонстрирует, как изменятся прорывные технологии до 2025 года и какие позитивные, и негативные изменения могут произойти в бизнес сообществе. В статье рассмотрены вопросы потенциального экономического и социального влияния прорывных технологий в ближайшем будущем. Дана характеристика возможных последствий внедрения ключевых прорывных технологий современности: например, чрезмерное психологическое воздействие; риск уменьшения творческого потенциала; усиление информационной зависимости; снижение конфиденциальности частной жизни; риски неконтролируемого снижения информационной безопасности (например, из-за хакеров) повышение информационной уязвимости цивилизации; риск потери человеком контроля над киберсистемы, и т.д.
Ключевые слова: экономические вызовы, социальные вызовы, Индустрия 4.0, Индустрия 5.0, прорывные технологии.
breakthrough technology economic social
Економічні та соціальні виклики проривних технологій в умовах Індустрії 4.0 та 5.0: досвід ЄС
Леонід Григорович Мельник*,
Ірина Борисівна Дегтярьова **,
Олександр Васильович Кубатко***
Микола Олексійович Харченко****
доктор економічних наук, професор, завідувач кафедри економіки, підприємництва та бізнес- адміністрування Сумського державного університету,
У статті проаналізовано економічні та соціальні виклики проривних технологій в умовах Індустрії 4.0 та Індустрії 5.0. У статті розглянуто напрямки досліджень у галузі Індустрій 4.0 та 5.0 та їх вплив на сталий розвиток. У дослідженні пояснюються напрямки розвитку проривних технологій в контексті сталого розвитку. Розглядається процес розвитку проривних технологій, таких як телефон, який замінив телеграф, пароплави, які прийшли на зміну вітрильним суднам, напівпровідники, що прийшли на зміну вакуумному устаткуванню, електронна пошта, яка змінила традиційну і багато іншого. У статті аналізуються основні проривні технології створення Інтернету речей. У статті показані потенційні економічні характеристики проривних технології у найближчі п'ять років. Досліджується досвід ЄС щодо реалізації потенціалу проривних технологій в умовах Індустрії 4.0 та 5.0. У статті висвітлюються тенденції, які позитивно впливають на зростання та розвиток бізнесу до 2022 року відповідно до звіту про майбутнє ЄС. Це, зокрема, активне застосування новітніх технологій та використання великих даних; поширення мобільного Інтернету; прогрес у галузі штучного інтелекту та хмарних технологій; зростання національних економік; поширення освіти; досягнення у сфері енергозабезпечення та технологій альтернативної енергетики. Дослідження демонструє, як зміняться проривні технології до 2025 року та які позитиві та негативні зміни можуть відбутися у бізнес спільноті. У статті розглянуто питання потенційного економічного та соціального впливу проривних технологій у найближчому майбутньому. Подано характеристику можливих наслідків впровадження ключових проривних технологій сучасності: наприклад, надмірний психологічний вплив; ризик зменшення творчого потенціалу; посилення інформаційної залежності; зниження конфіденційності особистого життя; ризики неконтрольованого зниження інформаційної безпеки (наприклад, через хакерів); підвищення інформаційної вразливості цивілізації; ризик втрати людського контролю над кіберсистемами, тощо.
Ключові слова: економічні виклики, соціальні виклики, Індустрія 4.0, Індустрія 5.0, проривні технології
Introduction
Disruptive innovations and technologies open a new technological cycle, a new cycle of innovative business, since their purpose is not to develop an existing and established basic technology, but to completely change this technology and radically change the market. Nowadays, the world is living in conditions of Industry 4.0 and 5.0. We have already studied that “Industry 4.0” logically continues the trajectory of the Third Industrial Revolution, in which the synergetic base is the driving force behind the development of socioeconomic systems [11]. The basic principles of Industry 4.0 are the integration of all stages of the life cycle into a single information space and the interaction of machines without human intervention. The main role of man in Industry 4.0 is to develop algorithms and teach machines the programming method. Industry 5.0 will be based on self-learning principle, copying the actions of humans or other robots and automatic optimization of production algorithms [15].
Problem. Except positive influence and effects of disruptive technologies there are debates concerning the negative effects disruptive technologies may bring. Negative effects are much more difficult to predict taking into consideration the fast development of disruptive technologies and changes that are brought into economic and social systems.
Recent research. Schwab C. [16], Davis N. [17] study the basis of the Fourth Industrial Revolution, Rada's M. [13] and Vollmer's M. research [20] tackle the technical issues Fifth Industrial Revolution. Manyika et al. [9], Christensen [3] study the changes that disruptive technologies bring. Voytko S. [1] studies educational and industrial potential of Industry 4.0, Nahavandi S. investigates Industry 5.0 and collaboration of robots and human brain.
Goal of the article
The research distinguishes economic and social challenges of disruptive technology in conditions of Industry 4.0 and Industry 5.0 incorporating the EU experience for achieving sustainable development goals.
Clayton Christensen's theory on “disruptive innovation” was first introduced in 1997, in his book “The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail) [3]. This model can be used to describe the impact of new technologies on the company's functioning. Clayton Christensen studied the reasons why the largest companies, industry leaders are rapidly losing their dominant position, losing their primacy when new technologies appear on the market. Everything changes when consumers feel the need for new properties of goods and services. In the broadest sense, disruptive technology is understood as technological innovation, which opens up a new technological cycle for the development of production systems. Examples of “disruptive technologies” are numerous: telephone (replaced the telegraph), steamboats (replaced the sailing vessels), semiconductors (replaced the vacuum equipment), e-mail (instead of traditional mail), etc. Basic disruptive technologies for creating the Internet of Things are shown in Figure 1.
According to Digitising European Industry initiative the EU's IoT vision is based on three pillars:
• a thriving IoT ecosystem;
• a human-centred IoT approach;
• a single market for IoT [6].
Figure 1. Basic disruptive technologies for creating the Internet of Things
As shown in [18] IoT market value will reach 1.6 trillion by 2025. According to the World Economic Forum, most technologies of the Fourth Revolution will become commonplace in 2027 [2]. The main developments of Industry 4.0 to businesses around the world and trends for sustainable development are presented in Table 1[4]:
Table 1 Disruptive technologies trends for sustainable development
Development |
Characteristics |
|
Web 3.0 |
the next iteration of the internet |
|
Simulation and digital twins |
a useful way to digitally represent physical assets |
|
The Market of One |
the phenomenon of mass personalization |
|
Edge computing |
a shakeup to the traditional topology of a computer network |
|
The voice economy |
to improve interaction with machines |
|
Strategic automation |
intelligent automation, which includes automation and AI to automate business processes and drive efficiency |
|
Ubiquitous |
artificial intelligence incorporation of AI to majority of machines, applications, and processes. |
|
Spatial computing |
calculus based on augmented, mixed, and virtual reality |
|
Quantum computing |
provides unprecedented scope for the way to process information |
Economic challenges of disruptive technologies. Citi GPS: Global Perspectives & Solutions released a report indicating ten disruptive technologies that are extremely valuable. The capital input of these technologies is not very high, but in the future, they will bring billions to investors. A Citi GPS: Global Perspectives & Solutions study says that these technologies will change the value of the existing world and humanity's vision of the future. Positive effects of disruptive technologies are the following: dematerialization of economy, decrease of environmental pressure, improving efficiency, solidarity economy formation, circular economy formation, personalization of consumption, socialization of development, reduction the risk of accidents and disasters, improving health and the quality of life.
Tables 2 and 3 resent potential economic characteristics and acceleration of disruptive technologies for 2025.
Table 2 Potential economic characteristics of disruptive technologies for 2025 [8]
Technology |
Potential effect assessment |
|
Mobile Internet |
10-20% reduction in the cost of treating chronic diseases through remote health monitoring |
|
Automation of knowledge work |
Increased labor productivity equivalent to the additional use of 110-140 million fulltime workers |
|
Internet of Things |
It will reduce operating costs to 36 trillion US dollars, due to increased efficiency in processing, healthcare, and mining |
|
«Cloud» |
15-20 % increase in productivity due to the creation of IT infrastructure, development of necessary applications and programs |
|
Advanced Robotics |
Potential to improve the lives of 50 million amputees and those with impaired mobility |
|
Autonomous and near- autonomous vehicles |
30 to 150 thousand of saved lives are expected due to the prevention of fatal traffic accidents |
|
Energy saving |
40 to 100 % of vehicles expected to be electric or hybrid |
|
3D printing |
It can save from 35 to 60 % of operating costs per unit of manufactured products and achieve a very high level of customization (i.e. manufacturing according to individual customer requirements) |
|
Advanced materials |
The use of new nanomedical drugs can successfully cure up to 20 million newly diagnosed cases of cancer |
|
Renewable energy sources |
It is possible to prevent emissions from 1 to 2 million tons of CO2 until 2025. |
|
Genetics for future generations to come |
Increased life quality for 75 % of potential recipients |
Table 3 Disruptive technologies acceleration [8]
Country |
Type of technology |
Effect by 2025 |
||
Value |
||||
United States |
IoT car safety technology |
Significant reduction of crashes |
Save insurance companies $45 billion over the next five years |
|
Emerging economies |
mobile banking |
New jobs creation |
95 million new jobs and increase GDP by $3.7 trillion |
New research state that both positive and negative impacts on business will growth up till 2022. The Future of Jobs Report [19, p.6] shows the Trends set to positively impact business growth up to 2022:
• increasing adoption of new technology;
• increasing availability of big data;
• advances in mobile internet;
• advances in artificial intelligence;
• advances in cloud technology;
• shifts in national economic growth;
• expansion of affluence in developing economies;
• expansion of education;
• advances in new energy supplies and technologies;
• expansion of the middle classes;
The same Report presents the trends set to negatively impact business growth up to 2022 [19]:
• increasing protectionism;
• increase of cyber threats;
• shifts in government policy;
• effects of climate change;
• increasingly ageing societies;
• shifts in legislation on talent migration;
• shifts in national economic growth;
• shifts of mindset among the new generation;
• shifts in global macroeconomic growth;
• advances in artificial intelligence.
We can see how potential economic impact of disruptive technologies in 2025 may change national economies and world economy in general (Table 4).
Europe is one of the leaders in implementation of disruptive technologies. The Horizon 2020 scientific cooperation program initiated by the EU shows how much attention is paid to the implementation of disruptive technologies. The EU launches different projects and initiatives the study the impacts of disruptive technologies. The majority of the research is dedicated to artificial intelligence, blockchain, large databases of analytical data (analytics), the Internet of Things, materials for the future, virtual and augmented reality, modeling (simulations) and playing (gamification) of reality, algorithmic methods (algorithmic techniques). B. Rossi explains the essence of the Fifth Industrial Revolution in such a way: “It is aimed at achieving the interaction between man and machine, the harmony of man's mental work and cognitive computer. A person must return to industrial production in collaboration with robots ... This should ensure, among other things, mass customization and personalization for consumers” [14].
Overall, the EU plans to mobilise up to EUR 50 billion of public and private investments in support of the digitisation of European industry: “EUR 37 billion investment to boost digital innovation; EUR 5.5 billion national and regional investments in digital innovation hubs; EUR 6.3 billion for the first production lines of next-generation electronic components; EUR 6.7 billion for the European Cloud Initiative” [5].
Social challenges of disruptive technologies Disruptive technologies may bring serious social challenges. Possible consequences of the implementation of key disruptive technologies of our time are: excessive psychological impact; the risk of creative potential reduction; increasing information dependence; reduced the privacy of personal life; risks of uncontrolled reduction of information security (for example, due to hackers); increased information vulnerability of civilization; risk of loss of human control over cyber systems, etc. As for example, table 5 demonstrates social impact of AI.
Currently the European Union and its institutions initiate a variety of initiatives to engage in social dialogue on digitisation in every Member State. These EU-level initiatives, developed within European Platform of National Initiatives “needs to take into account the social aspects of digitisation, coordinating and stimulating discussion in all Member States through the relevant National Initiatives”. They are aimed at ensuring “a decent living from his/her work - i.e. prevent unemployment and in-work poverty and have a reasonable confidence in his/her future” [7]. This is the necessary condition for our If European and world society want to be “inclusive, innovative and able to adapt to the massive societal challenges of the 21st century” national governments should support such initiatives, include and implement in the national sustainable development strategies.
Table 4Potential economic impact of disruptive technologies in 2025 [9]
Technology |
Impact |
||
Productivity |
|||
Mobile internet |
$3.7 trillion - 10.8 trillion |
10-20 % potential cost reduction in treatment of chronic diseases through remote health monitoring |
|
Automation of knowledge work |
$5.2 trillion - 6.7 trillion |
Additional labour productivity could equal the output of 110 million - 140 million full-time workers |
|
IoT |
$2.7 trillion - 6.2 trillion |
Potential to drive productivity across $36 trillion in operating costs of key affected industries: manufacturing, healthcare, and mining |
|
Cloud |
$1.7 trillion - 6.2 trillion |
15-20 % potential productivity gains across IT infrastructure, application development, and package software |
|
Advanced Robotics |
$1.7 trillion - 4.5 trillion |
Potential to improve the lives of 50 million amputees and those with impaired mobility |
|
Autonomous and near- autonomous vehicles |
$0.2 trillion - 1.9 trillion |
Could save 30,000-150,000 lives from potentially fatal traffic accidents |
|
Next generation genomics |
$0.7 trillion - 1.6 trillion |
Extending and enhancing lives accounts for 75 % of potential impact |
|
Energy storage |
~$0.1 trillion - 0.6 trillion |
40-100 % of vehicles could be electric or hybrid |
|
3D printing |
$0.2 trillion - 0.6 trillion |
Consumer's use could save 35-60 % in costs per printed product, while enabling a high level of customization |
|
Advanced materials |
$0.2 trillion - 0.5 trillion |
Nanomedicine could be used to deliver targeted drugs to 20 million new cancer cases worldwide |
|
Advanced oil and gas exploration and recovery |
$0.1 trillion - 0.5 trillion |
Offers potential to supply an additional 3.6 billion - 6.2 billion oil-equivalent barrels of oil and gas annually by 2025 |
|
Renewable electricity - solar and wind |
$0.2 trillion - 0.3 trillion |
Potential to avoid emissions of 1.000 million - 1.200 million tons of CO2 annually by 2025 |
Conclusions
Disruptive technologies and technological innovations open a new technological cycle of development of production systems and drive transformation processes in modern socio-economic systems. Disruptive technologies form the basis for application new methods of production and consumption especially in conditions of industry 4.0 and 5.0. They drastically change design and manufacturing technologies, communications, knowledge and skills of contemporary producers and consumers.
Table 5 Social Impact of AI [10]
Types of impact |
Negative consequences |
|
AI Bias |
Built-in bias can lead to biassed results |
|
Loss of Certain Jobs |
Machines will take over the jobs done today |
|
A shift in Human Experience |
New activities will appear as a result of extra freedom |
|
Global Regulations |
New laws and regulations requirements |
|
Accelerated Hacking |
Increased speed of hacking |
|
AI Terrorism |
Autonomous drones and robotic swarms |
|
Autonomous weapons |
Danger from global autonomous weapons |
|
Social manipulation |
Targeting individuals with fact or fiction information format |
|
Lack of privacy and deep social grading |
Constant tracking of individual's every daily life |
|
Misalignment between our goals and the machine's |
Different goals as a result of unclear intentions set by humans for AI machines |
|
Discrimination |
Use of personal information for dangerous purposes. |
Such disruptive technologies as artificial intelligence, the Internet of things, methods for producing renewable energy, additive technologies of material production using 3D printers, “cloud” technologies, block chain, virtual and augmented reality bring not only positive changes, but provoke social and economic challenges that should be carefully studied within the framework of sustainable development.
References
1. Voytko, S.V. (2019). Realizatsiya osvitn'oho ta promyslovoho potentsialiv Ukrayiny u hlobal'nykh umovakh Industriyi 4.0 [Realization of educational and industrial potential of Ukraine in the global conditions of Industry 4.0] Ekonomichnyy visnykNTUU «KPI».
2. Industriya 4.0. Tekhnolohiyi ta innovatsiyi. (2018) [Industry 4.0. Technology and innovation]. Retrieved from https://www.it.ua/knowledge-base/technology-innovation/industry-4
3. Christensen, C. M. (2016). The Innovators Dilemma. When New Technologies Cause Great Firms to
Fail. Harvard:Harvard Business Review Press. Retrieved from
https://www.hbs.edu/faculty/Pages/item.aspx?num=46
4. Deep Shift Technology Tipping Points and Societal Impact. Survey Report. (2015). World Economic
Forum.Retrievedfrom:
http://www3.weforum.org/docs/WEF_GAC15_Technological_Tipping_Points_report_2015 .pdf
5. DigitalSingleMarket Policy. Digitising EuropeanIndustry. (2018).Retrievedfrom
https://ec.europa.eu/digital-single-market/en/policies/digitising-european-industry
6. DigitalSingle Market Policy. The Internet ofThings. (2019).Retrievedfrom
https://ec.europa.eu/digital-single-market/en/internet-of-things
7. Digitalisation of industry - Workers and social issues at the centre! 22 March 2017. Retrieved from https://ec.europa.eu/digital-single-market/en/blog/digitalisation-industry-workers-and-social-issues- centre
8. Disruptive technologies: Advances that will transform life, business, and the global economy. (2013). Retrieved from https://www.mckinsey.com/business-functions/digital-mckinsey/our- insights/disruptive-technologies
9. Manyika, J., Chui, M., Bughin, J., Dobbs, R., Bisson, P., & Marrs, A. (2013). Disruptive technologies: Advances that will transform life, business, and the global economy. McKinsey Global Institute. McKinsey & Company. Retrieved from https://www.mckinsey.com/business- functions/mckinseydigital/our-insights/disruptivetechnologies
10. Marr, B. (2019). Is Artificial Intelligence Dangerous? 6 AI Risks Everyone Should Know About. Retrieved from https://www.forbes.com/sites/bernardmarr/2018/11/19/is-artificial-intelligence- dangerous-6-ai-risks-everyone-should-know-about/# 1963fc922404
11. Melnyk, L., Dehtyarova I., Kubatko, O. & Skrypka, Y. (2018). EU Economic and Legislative Policies for Industries 3.0 and 4.0 Promotion. Mekhanizm rehulyuvannya ekonomiky [Mechanism of Economic Regulation], 4. https://doi.org/10.21272/mer.2018.82.03
12. Nahavandi, S. (2019). Industry 5.0-A Human-Centric Solution. August. Sustainability 11(16):4371. Retrieved from https://doi.org/10.3390/su11164371
13. Rada, M. (2018). Industry 5.0 definition. Retrieved from: https://medium.com/@michael.rada/industry-5-0-defmition-6a2f9922dc48 .
14. Rossi, B. (2018). What will Industry 5.0 mean for manufacturing? / Raconteuk. Retrieved from https://www.raconteur.net/technology/manufacturing-gets-personal-industry-5-0
15. Samofalov, P. (2015). Modernizatsiya proizvodstva v stile Industriya 5.0. [Modernization of production in the style of Industry 5.0.]. Retrieved from http://www.plm.pw/2015/12/Industry-5-html
16. Schwab, K. (2017). The Fourth Industrial Revolution. Davos: World Economic Forum.
17. Schwab, K., & Davis, N. (2018). Shaping the Fourth Industrial Revolution. Davos: World Economic Forum.
18. Shanhong, L. Global IoT market size 2017-2025. Retrieved from https://www.statista.com/statistics/976313/global-iot-market-size/
19. The Future of Jobs Report 2018. Centre for the New Economy and Society. (2018). World Economic Forum.
20. Vollmer, M. (2018). What is Industry 5.0? Linkedin. Retrieved from https://www.linkedin.com/pulse/what-industry-50-dr-marcell-vollmer
Література
1. Войтко, С. В. Реалізація освітнього та промислового потенціалів України у глобальних умовах Індустрії 4.0 / С. В. Войтко // Економічний вісник НТУУ «КПІ». - 2019. - C. 360-369.
2. Індустрія 4.0. Технології та інновації. 2018. [Електронний ресурс]. - Режим доступу : https://www.it.ua/knowledge-base/technology-innovation/industry-4.
3. Christensen, C. M. (2016). The Innovators Dilemma. When New Technologies Cause Great Firms toFail. Harvard:Harvard Business Review Press. Retrieved fromhttps://www.hbs.edu/faculty/Pages/item.aspx?num=46
4. Deep Shift Technology Tipping Points and Societal Impact. Survey Report, September 2015. World EconomicForum.Retrievedfrom: http://www3 .weforum.org/docs/WEF_GAC15_Technological_Tipping_Points_report_2015 .pdf Digital Single Market Policy. Digitising European Industry. 2018. https://ec.europa.eu/digital-single- market/en/policies/digitising-european-industry
5. Digital Single Market Policy. The Internet of Things. 2019. https://ec.europa.eu/digital-single- market/en/internet-of-things
6. Digitalisation of industry - Workers and social issues at the centre! 22 March 2017. https://ec.europa.eu/digital-single-market/en/blog/digitalisation-industry-workers-and-social-issues- centre
7. Disruptive technologies: Advances that will transform life, business, and the global economy. (2013). https://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/disruptive- technologies
5. Manyika, J., Chui, M., Bughin, J., Dobbs, R., Bisson, P., & Marrs, A. (2013). Disruptive technologies: Advances that will transform life, business, and the global economy. McKinsey Global Institute. McKinsey & Company. Retrieved from https://www.mckinsey.com/business- functions/mckinseydigital/our-insights/disruptivetechnologies
6. Marr, Bernard (2019).Is Artificial Intelligence Dangerous? 6 AI Risks Everyone Should Know About. Retrieved from https://www.forbes.com/sites/bernardmarr/2018/11/19/is-artificial- intelligence-dangerous-6-ai-risks-everyone-should-know-about/#1963fc922404
7. Melnyk, L. Hr. EU Economic and Legislative Policies for Industries 3.0 and 4.0 Promotion/ L. Hr. Melnyk, I. B. Dehtyarova, O. V. Kubatko, Y. O. Skrypka/ Механізм регулювання економіки. - 2018. - № 4. - С. 31-41. https://doi.org/10.21272/mer.2018.82.03
8. Nahavandi Saeid (2019). Industry 5.0-A Human-Centric Solution. August. Sustainability 11(16):4371. https://doi.org/10.3390/su11164371
9. Rada M. Industry 5.0 definition. 21.01.2018. URL: https://medium.com/@michael.rada/industry-5-0- definition-6a2f9922dc48 .
10. Rossi, B. (2018). What will Industry 5.0 mean for manufacturing? / Raconteuk. Retrieved from https://www.raconteur.net/technology/manufacturing-gets-personal-industry-5-0
11. Samofalov Pavel. Модернизация производства в стиле Индустрия 5.0. http://www.plm.pw/2015/12/Industry-5-0.html
12. Schwab, K. (2017). The Fourth Industrial Revolution. Davos: World Economic Forum.
13. Schwab, K., & Davis, N. (2018). Shaping the Fourth Industrial Revolution. Davos: World Economic Forum.
14. Shanhong Liu Global IoT market size 2017-2025. Retrieved from https://www.statista.com/statistics/976313/global-iot-market-size/
15. The Future of Jobs Report 2018. Centre for the New Economy and Society. 2018 World Economic Forum. 135 p.
16. Vollmer M. What is Industry 5.0?- Linkedln, 23.08.2018. Retrieved from
https://www.linkedin.com/pulse/what-industry-50-dr-marcell-vollmer
Размещено на Allbest.ru
Подобные документы
Управление ткацким станком. Конструкция остова станка. Общая система предотвращения образования пусковых полос. Автоматизация процесса зевообразования. Ткацкие станки от отечественных предприятий, от компании "Toyota Industries Corporation", "Picanol".
реферат [33,1 K], добавлен 14.07.2015The necessity of using innovative social technologies and exploring the concept of social entrepreneurship. Analyzes current level of development of social entrepreneurship in Ukraine, the existing problems of creating favorable organizational.
статья [54,5 K], добавлен 19.09.2017"E-democracy" is a public use of Internet technologies Analysis of the problems dialogue information and of the notional device, uniform and available for specialists, facilities of the electronic constitutional court, on-line participation of citizens.
реферат [17,1 K], добавлен 14.02.2015The concept of interactive technologies, features and conditions of their use in teaching practice. Basic rules of using case studies. Requirements for the organization of training and equipping classrooms. Stages of preparation of presentations.
презентация [447,8 K], добавлен 16.12.2015Development of computer technologies. Machines, which are able to be learned from experience and not forget that they studied, and able to work unassisted or control of man. Internet as global collection of different types of computer networks.
топик [10,3 K], добавлен 04.02.2009Asian Development Fund. Poverty reduction in Asia and the Pacific. Promotion of pro poor, sustainable economic growth. Supporting social development. Facilitating good governance. Long-term Strategic Framework. Private, financial sector development.
презентация [298,7 K], добавлен 08.07.2013Historical development in travel and tourism industry, its structure. The impact of national economic policy in Scotland for success in this area. The function of government, state bodies in the industry. Factors affecting tourism demand in the country.
реферат [13,2 K], добавлен 11.11.2015The current status of our business. Products and services. Benefits of location and challenges. Number of patients who received dental services in 2013. Impact from industry changes. Market description and characteristics. Market niche and share.
бизнес-план [302,5 K], добавлен 02.10.2014Characteristics of the economic life of Kazakhstan in the post-war years, the beginning of economic restructuring on a peace footing. Economic policies and the rapid development of heavy industry. The ideology of the industrial development of Kazakhstan.
презентация [1,3 M], добавлен 13.12.2014The Effects Of The Industrial Revolution. Change in Urban Society. The Industrial Revolution presented mankind with a miracle that changed the fabric of human behavior and social interaction. Economic growth. Economic specialization.
реферат [23,8 K], добавлен 11.12.2006