Forecasting Directions, Dates, And Causes of Future Technological Revolutions concerning the Growth of Human Capital
Technology forecasting is an important and critical issue that determines the starting point of planning and is considered as a management tool directly related to the future. In the previous research items, the development of renewable energy technologies was of concern. Moreover, due to the increa...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Discrete Dynamics in Nature and Society |
| Online Access: | http://dx.doi.org/10.1155/2022/2494916 |
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| author | Ning Chen Masoud Vaseei Ali Peivandizadeh |
| author_facet | Ning Chen Masoud Vaseei Ali Peivandizadeh |
| author_sort | Ning Chen |
| collection | DOAJ |
| description | Technology forecasting is an important and critical issue that determines the starting point of planning and is considered as a management tool directly related to the future. In the previous research items, the development of renewable energy technologies was of concern. Moreover, due to the increasing need of countries to produce electricity and facing the lack of resources, this research focuses on forecasting photovoltaic technology. Accordingly, in this paper, for technological research in the field of solar energy, the patents extracted from one of the most famous renewable energy databases in the United States (US patent database) between 200 and 2020 were examined. Next, research gaps were analyzed by using the artificial neural network clustering method and also by analyzing covered and uncovered compounds. The results show that in the future, photovoltaic technology research will move towards the third generation of technology (organic materials) as well as focus on environmental parameters and their effects on the performance of photovoltaic systems. |
| format | Article |
| id | doaj-art-7759176220c346959073499c46b817c8 |
| institution | Kabale University |
| issn | 1607-887X |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Discrete Dynamics in Nature and Society |
| spelling | doaj-art-7759176220c346959073499c46b817c82025-02-03T01:24:29ZengWileyDiscrete Dynamics in Nature and Society1607-887X2022-01-01202210.1155/2022/2494916Forecasting Directions, Dates, And Causes of Future Technological Revolutions concerning the Growth of Human CapitalNing Chen0Masoud Vaseei1Ali Peivandizadeh2School of International EducationDepartment of Industrial EngineeringGraduated StudentTechnology forecasting is an important and critical issue that determines the starting point of planning and is considered as a management tool directly related to the future. In the previous research items, the development of renewable energy technologies was of concern. Moreover, due to the increasing need of countries to produce electricity and facing the lack of resources, this research focuses on forecasting photovoltaic technology. Accordingly, in this paper, for technological research in the field of solar energy, the patents extracted from one of the most famous renewable energy databases in the United States (US patent database) between 200 and 2020 were examined. Next, research gaps were analyzed by using the artificial neural network clustering method and also by analyzing covered and uncovered compounds. The results show that in the future, photovoltaic technology research will move towards the third generation of technology (organic materials) as well as focus on environmental parameters and their effects on the performance of photovoltaic systems.http://dx.doi.org/10.1155/2022/2494916 |
| spellingShingle | Ning Chen Masoud Vaseei Ali Peivandizadeh Forecasting Directions, Dates, And Causes of Future Technological Revolutions concerning the Growth of Human Capital Discrete Dynamics in Nature and Society |
| title | Forecasting Directions, Dates, And Causes of Future Technological Revolutions concerning the Growth of Human Capital |
| title_full | Forecasting Directions, Dates, And Causes of Future Technological Revolutions concerning the Growth of Human Capital |
| title_fullStr | Forecasting Directions, Dates, And Causes of Future Technological Revolutions concerning the Growth of Human Capital |
| title_full_unstemmed | Forecasting Directions, Dates, And Causes of Future Technological Revolutions concerning the Growth of Human Capital |
| title_short | Forecasting Directions, Dates, And Causes of Future Technological Revolutions concerning the Growth of Human Capital |
| title_sort | forecasting directions dates and causes of future technological revolutions concerning the growth of human capital |
| url | http://dx.doi.org/10.1155/2022/2494916 |
| work_keys_str_mv | AT ningchen forecastingdirectionsdatesandcausesoffuturetechnologicalrevolutionsconcerningthegrowthofhumancapital AT masoudvaseei forecastingdirectionsdatesandcausesoffuturetechnologicalrevolutionsconcerningthegrowthofhumancapital AT alipeivandizadeh forecastingdirectionsdatesandcausesoffuturetechnologicalrevolutionsconcerningthegrowthofhumancapital |