Data-driven optimal planning for hybrid renewable energy system management in smart campus: A case study

Ajiboye, Ayooluwa A.; Popoola, Segun I.; Adewuyi, Oludamilare Bode; Atayero, Aderemi A.; Adebisi, Bamidele

doi:10.1016/j.seta.2022.102189

Cited by 5 publications

(2 citation statements)

References 46 publications

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“…Successful application of IT technology realizes education equity in the real scene. All of these are due to the large education development in AI [27] 5G technology steadily guarantees educational technology informatization. AI, Virtual Reality (VR), big data, and other advanced technology will lead to education informatization in the future.…”

Section: Status Of 5g In Music Educationmentioning

confidence: 99%

Education Mode Reform of Colleges and Universities in Music Teaching under 5G Internet

Luo

2022

Mobile Information Systems

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The benefits of music education are immense and highly beneficial to students. Music positively impacts a child’s academic performance, assists in developing social skills, and provides an outlet for creativity that is crucial to a child’s development. This study combines 5G communication and music education to analyze the application of 5G in music education. The application principles of 5G technology in music education are investigated, and the role of digital technology in the development of music education is explored. Results show that the 5G has good application performance in music education, and as a result of 5G Internet technology, college and university music teaching approaches are becoming more diverse and teachers gradually introduce students to many musical styles and ideas, resulting in the expansion and development of music education and the transformation of traditional music education approaches into advanced musical educational techniques. Furthermore, in the context of the advanced communication era, the direction of music online education reform and innovation is correct, combining a 5G network environment with artificial intelligence. This study broadens the application scenario of 5G technology and offers suggestions for reforming and innovating music online education in the new era.

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Section: Status Of 5g In Music Educationmentioning

confidence: 99%

Education Mode Reform of Colleges and Universities in Music Teaching under 5G Internet

Luo

2022

Mobile Information Systems

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“…The research in this paper is based on the Theory of sustainable and environmental ("green") development of the energy economy, which foundations are set in the works of Ajiboye et al (2022), Ali et al (2022), Mahmoud et al (2022), Matsunaga et al (2022), Qu et al (2022) and Sharma et al (2022). In the existing literature, the issues of sustainable and environmental development of the energy economy based on smart technologies are thoroughly elaborated.…”

Section: Sustainable and Environmental Development Of The Energy Econ...mentioning

confidence: 99%

Sustainable and Environmental Development of Energy Economy in Smart Regions of Russia

et al. 2022

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Prospective Analysis of University Carbon Reduction Based on Photovoltaic Utilization - Taking Jinnan Campus of Nankai University as an Example

Liu,

Wang,

Zhu

et al. 2024

E3S Web of Conf.

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In order to reduce campus carbon emissions, the accounting boundary and accounting list of carbon emissions of Nankai University's Jinnan Campus were set. On this basis, the carbon emissions of Nankai University Jinnan Campus were calculated using the emission factor method. Based on the PVsyst simulator, calculations were made to obtain the annual photovoltaic power generation and then to analyze its contribution to the carbon reduction of the campus. Conclusion: Between 2017 and 2020, the carbon emissions generated by buildings were the main influencing factor for campus carbon emissions. The net carbon emissions of Jinnan Campu were 50167.34 tons, 51848.27 tons, 50674.08 tons, and 42330.47 tonss from 2017 to 2020, respectively, reaching their peak in 2018. The total area of campus greenery, water bodies, and currently undeveloped areas is 602400m2. It is possible to consider installing a photovoltaic power generation system in 50% of the area, which is 301200m2. Using PVSyst to simulate the photovoltaic power generation system of Jinnan Campus, it was calculated that its annual power generation is about 28868000 kWh, replacing traditional electricity, which is equivalent to saving 108 tons of standard coal and reducing carbon emissions by 21073.64 tons per year. This can offset more than 40% of the net carbon emissions of the campus, which is very beneficial for the construction of low-carbon campuses. Campus photovoltaic construction relies on the huge roof resources of colleges and universities, and with the help of planning advantages, architectural advantages and energy-use advantages, it forms a photovoltaic power generation system suitable for the characteristics of schools. It not only reduces the initial investment cost, but also improves the economic efficiency and ecological benefits. The method proposed in this study can be applied to quickly and accurately evaluate the potential of campus photovoltaics. By combining more accurate hourly energy consumption data, it is possible to develop a reasonable photovoltaic utilization strategy for the entire campus and various functional clusters. Promoting to various campuses can promote the formation of more renewable energy substitution projects, reduce carbon emissions for campus communities and the entire society.

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Data-driven optimal planning for hybrid renewable energy system management in smart campus: A case study

Cited by 5 publications

References 46 publications

Education Mode Reform of Colleges and Universities in Music Teaching under 5G Internet

Education Mode Reform of Colleges and Universities in Music Teaching under 5G Internet

Sustainable and Environmental Development of Energy Economy in Smart Regions of Russia

Prospective Analysis of University Carbon Reduction Based on Photovoltaic Utilization - Taking Jinnan Campus of Nankai University as an Example

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