Leveraging AI for Superior Efficiency in Energy Use and Development of Renewable Resources such as Solar Energy, Wind, and Bioenergy

Umi  Rusilowati; Hajra  Rasmita Ngemba; Rio Wahyudin Anugrah; Anandha Fitriani; Eka  Dian Astuti

doi:10.33050/italic.v2i2.537

Authors

Umi Rusilowati Pamulang University
Hajra Rasmita Ngemba Tadulako University
Rio Wahyudin Anugrah University of Raharja
Anandha Fitriani University of Raharja
Eka Dian Astuti Indonesian Lecturers Association

DOI:

https://doi.org/10.33050/italic.v2i2.537

Keywords:

Artificial Intelligence (AI), Energy Efficiency , Renewable Resources , Solar Energy , Predictive Maintenance

Abstract

Energy efficiency and the development of renewable resources are crucial issues in addressing the global energy crisis and climate change. This research explores the role of artificial intelligence (AI) in increasing energy efficiency and optimizing the development of renewable resources, such as solar energy, wind, and bioenergy. By using a mixed-methods approach that combines qualitative and quantitative methods, this research identifies concrete applications of AI in various renewable energy sectors. The results demonstrate that AI can significantly improve operational efficiency and reduce energy waste. Examples include optimizing solar panel placement, predictive maintenance of wind turbines, and optimizing fermentation processes in biogas production. The implementation of AI in renewable energy not only enhances efficiency but also reduces costs and supports sustainability. This research contributes to the field of energy efficiency and AI technologies by providing empirical evidence of the benefits of AI in the renewable energy sector. It is recommended that governments and the energy industry widely adopt AI, invest in technology and workforce training, and strengthen collaboration between the energy, technology, and academic sectors to develop innovative and applicable AI solutions. Further research should conduct broader and more comprehensive studies, including analysis of the long-term costs and benefits of AI implementation, as well as the integration of AI technology with existing energy management systems.

References

L. K. Choi, N. Iftitah, and P. Angela, “Developing technopreneur skills to face future challenges,”IAICTransactions on Sustainable Digital Innovation (ITSDI), vol. 5, no. 2, pp. 127–135, 2024.

W. Setyowati, R. Widayanti, and D. Supriyanti, “Implementation of e-business information system inindonesia: Prospects and challenges,”International Journal of Cyber and IT Service Management, vol. 1,no. 2, pp. 180–188, 2021.

D. Nugroho and P. Angela, “The impact of social media analytics on sme strategic decision making,”IAICTransactions on Sustainable Digital Innovation (ITSDI), vol. 5, no. 2, pp. 169–178, 2024.

I. Amsyar, E. Christopher, A. Dithi, A. N. Khan, and S. Maulana, “The challenge of cryptocurrency in theera of the digital revolution: A review of systematic literature,”Aptisi Transactions on Technopreneurship(ATT), vol. 2, no. 2, pp. 153–159, 2020.

R. Hardjosubroto, U. Rahardja, N. A. Santoso, and W. Yestina, “Penggalangan dana digital untuk yayasandisabilitas melalui produk umkm di era 4.0,”ADI Pengabdian Kepada Masyarakat, vol. 1, no. 1, pp. 1–13,2020.

N. N. Halisa, “Peran manajemen sumber daya manusia” sistem rekrutmen, seleksi, kompetensi dan pelati-han” terhadap keunggulan kompetitif: Literature review,”ADI Bisnis Digital Interdisiplin Jurnal, vol. 1,no. 2 Desember, pp. 14–22, 2020.

Z. Kedah, “Use of e-commerce in the world of business,”Startupreneur Business Digital (SABDA Jour-nal), vol. 2, no. 1, pp. 51–60, 2023.

T. Alam, “Cloud computing and its role in the information technology,”IAIC Transactions on SustainableDigital Innovation (ITSDI), vol. 1, no. 2, pp. 108–115, 2020.

N. Lutfiani and L. Meria, “Utilization of big data in educational technology research,”International Trans-actions on Education Technology, vol. 1, no. 1, pp. 73–83, 2022.

B. Rawat, N. Mehra, A. S. Bist, M. Yusup, and Y. P. A. Sanjaya, “Quantum computing and ai: Impacts &possibilities,”ADI Journal on Recent Innovation, vol. 3, no. 2, pp. 202–207, 2022.

A. S. Bist, V. Agarwal, Q. Aini, and N. Khofifah, “Managing digital transformation in marketing:” fusionof traditional marketing and digital marketing”,”International Transactions on Artificial Intelligence,vol. 1, no. 1, pp. 18–27, 2022.

T. Hariguna, Y. Durachman, M. Yusup, and S. Millah, “Blockchain technology transformation in advanc-ing future change,”Blockchain Frontier Technology, vol. 1, no. 01, pp. 13–20, 2021.

H. Haryani, S. M. Wahid, A. Fitrianiet al., “Analisa peluang penerapan teknologi blockchain dan gam-ifikasi pada pendidikan,”Jurnal MENTARI: Manajemen, Pendidikan dan Teknologi Informasi, vol. 1,no. 2, pp. 163–174, 2023.

A. H. Arribathi, D. Supriyanti, E. Astriyani, and A. Rizky, “Peran teknologi informasi dalam pendidikanagama islam untuk menghadapi tantangan di era global dan generasi z,”Alfabet Jurnal Wawasan AgamaRisalah Islamiah, Teknologi Dan Sosial, vol. 1, no. 1, pp. 55–64, 2021.

U. Rahardja, Y. P. Sanjaya, T. Ramadhan, E. A. Nabila, and A. Z. Nasution, “Revolutionizing tourism insmart cities: Harnessing the power of cloud-based iot applications,”CORISINTA, vol. 1, no. 1, pp. 41–52,2024.

E. S. N. Aisyah, M. Hardini, B. Riadiet al., “Peran teknologi dalam pendidikan agama islam pada glob-alisasi untuk kaum milenial (pelajar),”Alfabet Jurnal Wawasan Agama Risalah Islamiah, Teknologi danSosial, vol. 1, no. 1, pp. 65–74, 2021.

A. Leffia, S. A. Anjani, M. Hardini, S. V. Sihotang, and Q. Aini, “Corporate strategies to improve platformeconomic performance: The role of technology, ethics, and investment management,”CORISINTA, vol. 1,no. 1, pp. 16–25, 2024.

A. G. Prawiyogi, A. S. Anwaret al., “Perkembangan internet of things (iot) pada sektor energi: Sistematikliteratur review,”Jurnal MENTARI: Manajemen, Pendidikan dan Teknologi Informasi, vol. 1, no. 2, pp.187–197, 2023.

E. N. Pratama, E. Suwarni, and M. A. Handayani, “The effect of job satisfaction and organizationalcommitment on turnover intention with person organization fit as moderator variable,”Aptisi Transactionson Management, vol. 6, no. 1, pp. 74–82, 2022.

B. Rawat, S. Purnamaet al., “Mysql database management system (dbms) on ftp site lapan bandung,”International Journal of Cyber and IT Service Management, vol. 1, no. 2, pp. 173–179, 2021.

N. Ramadhona, A. A. Putri, and D. S. S. Wuisan, “Students’ opinions of the use of quipper school asan online learning platform for teaching english,”International Transactions on Education Technology,vol. 1, no. 1, pp. 35–41, 2022.

H. Nusantoro, P. A. Sunarya, N. P. L. Santoso, and S. Maulana, “Generation smart education learningprocess of blockchain-based in universities,”Blockchain Frontier Technology, vol. 1, no. 01, pp. 21–34,2021.

D. S. Wuisan and T. Handra, “Maximizing online marketing strategy with digital advertising,”Star-tupreneur Business Digital (SABDA Journal), vol. 2, no. 1, pp. 22–30, 2023.

M. Wahyudi, V. Meilinda, and A. Khoirunisa, “The digital economy’s use of big data,”InternationalTransactions on Artificial Intelligence, vol. 1, no. 1, pp. 62–70, 2022.

D. Manongga, U. Rahardja, I. Sembiring, N. Lutfiani, and A. B. Yadila, “Dampak kecerdasan buatan bagipendidikan,”ADI Bisnis Digital Interdisiplin Jurnal, vol. 3, no. 2, pp. 110–124, 2022.

R. M. Thamrin, E. P. Harahap, A. Khoirunisa, A. Faturahman, and K. Zelina, “Blockchain-based landcertificate management in indonesia,”ADI journal on recent innovation, vol. 2, no. 2, pp. 232–252, 2021.

E. Guustaaf, U. Rahardja, Q. Aini, H. W. Maharani, and N. A. Santoso, “Blockchain-based educationproject,”Aptisi Transactions on Management, vol. 5, no. 1, pp. 46–61, 2021.

D. Bennet, S. A. Anjani, O. P. Daeli, D. Martono, and C. S. Bangun, “Predictive analysis of startupecosystems: Integration of technology acceptance models with random forest techniques,”CORISINTA,vol. 1, no. 1, pp. 70–79, 2024.

M. Kamil, Y. Muhtadi, B. M. Sentosa, and S. Millah, “Tindakan operasionalisasi pemahaman sains danteknologi terhadap islam,”Alfabet Jurnal Wawasan Agama Risalah Islamiah, Teknologi dan Sosial, vol. 1,no. 1, pp. 16–25, 2021.

D. S. S. Wuisan, T. Mariyantiet al., “Analisa peran triple helik dalam mengatasi tantangan pendidikan diera industri 4.0,”Jurnal MENTARI: Manajemen, Pendidikan dan Teknologi Informasi, vol. 1, no. 2, pp. 123–132, 2023.

D. A. Kurniawan and A. Z. Santoso, “Pengelolaan sampah di daerah sepatan kabupaten tangerang,”ADIPengabdian Kepada Masyarakat, vol. 1, no. 1, pp. 31–36, 2020.

R. Sivaraman, M.-H. Lin, M. I. C. Vargas, S. I. S. Al-Hawary, U. Rahardja, F. A. H. Al-Khafaji, E. V.Golubtsova, and L. Li, “Multi-objective hybrid system development: To increase the performance ofdiesel/photovoltaic/wind/battery system.”Mathematical Modelling of Engineering Problems, vol. 11,no. 3, 2024.

Q. Aini, D. Manongga, U. Rahardja, I. Sembiring, and Y.-M. Li, “Understanding behavioral intention touse of air quality monitoring solutions with emphasis on technology readiness,”International Journal ofHuman–Computer Interaction, pp. 1–21, 2024.

R. Supriati, E. R. Dewi, D. Supriyanti, N. Azizahet al., “Implementation framework for merdeka belajarkampus merdeka (mbkm) in higher education academic activities,”IAIC Transactions on SustainableDigital Innovation (ITSDI), vol. 3, no. 2, pp. 150–161, 2022.

S. Sayyida, S. Hartini, S. Gunawan, and S. N. Husin, “The impact of the covid-19 pandemic on retailconsumer behavior,”Aptisi Transactions on Management, vol. 5, no. 1, pp. 79–88, 2021.

U. Rahardja, “The economic impact of cryptocurrencies in indonesia,”ADI Journal on Recent Innovation,vol. 4, no. 2, pp. 194–200, 2023.

A. K. Yaniaja, H. Wahyudrajat, and V. T. Devana, “Pengenalan model gamifikasi ke dalam e-learningpada perguruan tinggi,”ADI Pengabdian Kepada Masyarakat, vol. 1, no. 1, pp. 22–30, 2020.

A. Argani and W. Taraka, “Pemanfaatan teknologi blockchain untuk mengoptimalkan keamanan sertifikatpada perguruan tinggi,”ADI Bisnis Digit. Interdisiplin J, vol. 1, no. 1, pp. 10–21, 2020.

E. Sana, A. Fitriani, D. Soetarno, M. Yusufet al., “Analysis of user perceptions on interactive learningplatforms based on artificial intelligence,”CORISINTA, vol. 1, no. 1, pp. 26–32, 2024.

H. Sulistiani, A. Yuliani, F. Hamidyet al., “Perancangan sistem informasi akuntansi upah lemburkaryawan menggunakan extreme programming,”Technomedia Journal, vol. 6, no. 1 Agustus, pp. 1–14,2021.