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All Journal Prosiding Semnastek ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Panrita Abdi - Jurnal Pengabdian pada Masyarakat JOIV : International Journal on Informatics Visualization TELKA - Telekomunikasi, Elektronika, Komputasi dan Kontrol TEKTRIKA - Jurnal Penelitian dan Pengembangan Telekomunikasi, Kendali, Komputer, Elektrik, dan Elektronika JMECS (Journal of Measurements, Electronics, Communications, and Systems) Indonesian Journal of Electrical Engineering and Computer Science Prosiding SNAST Jurnal Ilmiah Teknik Elektro Prosiding Seminar Nasional Rekayasa Teknologi Industri dan Informasi ReTII eProceedings of Engineering Jurnal Rekayasa elektrika Jurnal INFOTEL Telkatika: Jurnal Telekomunikasi Elektro Komputasi & Informatika Serambi Engineering SWAGATI: Journal of Community Service
Bambang Setia Nugroho
Telkom University
Aerospace Engineering Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mechanical Engineering Physics Social Sciences Transportation Other

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Journal : JOIV : International Journal on Informatics Visualization

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Analysis of Emission Reduction in Indonesia's Power Generation Sector for the Centennial Milestone using Grammatical Evolution and ARIMA Raharjo, Jangkung; Wijayanto, Inung; Nur Ikhsan, Rifki Rahman; Indra Wijaya, Igpo; Nugroho, Bambang Setia; Rokhmat, Mamat
JOIV : International Journal on Informatics Visualization Vol 9, No 3 (2025)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62527/joiv.9.3.3067

Abstract

This study examines the Indonesian government's commitment to reducing electricity production, a crucial element in achieving sustainable energy. Historically, Indonesia depends on non-renewable energy sources, including coal and oil. Indonesia is presently transitioning to cleaner energy alternatives. This policy is done to align with the objective of global sustainability. This pivotal action by the Indonesian government aims to accelerate the adoption of low-carbon technology by society. Through careful planning, Indonesia aims to establish a sustainable and resilient energy framework that addresses both current and future environmental challenges. The active participation of both the state and private sectors is crucial to support this transition. For instance, investment in research and development of sustainable technology by the private sector can accelerate the improvement or creation of a more sustainable energy framework. Innovative technologies, such as solar, hydropower, and wind, can significantly contribute to reducing carbon footprints. This study conducted an extensive observation and evaluation of the contribution of Indonesia's power generation sector to achieving net-zero emissions. This study utilizes the Autoregressive Integrated Moving Average (ARIMA) and Grammatical Evolution (GE) to predict the overall electrical capacity trajectory leading up to Indonesia's Centennial in 2045. By utilizing the exponential grammar, GE outperforms ARIMA in predicting energy forecasts. This research sheds light on Indonesia's transformative efforts, contributing to a broader understanding of how to cultivate a sustainable and environmentally responsible energy future.
Co-Authors Achmad Munir Achmad Rizal Agus Dwi Prasetyo Ahmad Rasyidi Syawali Ahmad, Adam Fauzan Ahmed, Raka Abid Kholish Aisyah Chindrakasih Ainur Rofiq Aji Gautama Putrada Ajie, Lenggana Bayu Aldi Rivaldi Dwinanda Alfrina Dyah Purnamasari Alifian D, I Putu Aloysius Adya Pramudita Amalina Muthiah Arif Abdul Aziz Arif Indra Irawan As’ad Muhammad Nashrullah Aziz, Burhanuddin Bagus Aditya Budi Syihabuddin Budiman , Gelar Christian Mahardika Damayanti, Nabila Rizqa Daniel Christian Sianipar Dhavi, Sultan Muhammad Dien Rahmawati DWI ANDI NURMANTRIS Dwiyanto Dwiyanto, Dwiyanto Dzecky Dzackwan Hady Dziqru Akbar Dzulfikar Natya Afif Hakim EDWAR Edwar EDWAR EDWAR Efrat Murpratama Erna Sri Sugesti Ernaldo Lumbantobing Ersyach Irham Sunny Fadhlul Ariqi Fakhrana Dhaifina FARDAN FARDAN Farid Nur Hammadi Fauziah, Regita Nurul Febri Zenti Ramadhani Fikri Ardian Fiky Y. Suratman Fithqoti Afiroh Zuqri Fithqoti Afiroh Zuqri Fithqoti Afiroh Zuqri, Fithqoti Afiroh Galih Fajar Kurnia Galuh Entin Oktavia Gina Hapshah Arrahmah Hafizha, Syahna Hamsy, Muhammad Daffa Hanifah, Nita Harfan Hian Ryanu Hawary Siddik Heroe Wijanto Hesty Susanti Hsb, Umar Muaz`zad Husneni Mukhtar Husnul Khatim Indra Wijaya, Igpo Indri Handayani Inung Wijayanto Istiqomah Jangkung Raharjo Jumria, Ummi Kevin Jones Sinaga Khairan Rafi Sukma Pratama Kirbi Timur Nomas Kusnahadi Susanto Levy Olivia Nur Linda Ulifaturrosyidah Purnamasari Lutfianne Rafasari Maman Abdurohman Mamat Rokhmat Maulani, Azka Merghita Zahrah Yuliandari Miftadi Sudjai Moh. Fery Akhsan Muhamad Abdul Rahman Suyudi Muhammad Abi Dhikri Alfadillah Muhammad Arsyad Muhammad Daffa Hamsy Muhammad Endi Hardanu Muhammad Fathan Hizbuddin Muhammad Iqbal Muhammad Irfan Maulana Nabila Rizqa Damayanti Nachwan Mufti Adriansyah Nadia Husnul Nicola Akmal Afrinaldi Nizar, Khairul Nur Ikhsan, Rifki Rahman Nurhidayat , Ibnu Ali Okfarima Mandasari Pinasthika, Aria Maulana Pradiya, Rizan Pratama, Khairon Rafi Sukma Primanda, Archie Fauzan Putra, Ari Yanuar Raihan Santoso Raihan, Muhammad Wildan Ramadhan, Muhammad Angga Regita Nurul Fauziah Rina Pudji Astuti Rissa Rahmania Rizky Maulana Putra Ruben Samuel Marojahan Purba Salsabila, Salwa Salwa Salsabila Santoso, Tri Adhi Siddik, Hawary Suryo Adhi Wibowo Susanto, Rizky Bayu Suto Setiyadi Syahputra, Reza Julian Tarigan, Stepen Martinus Teuku Zulkarnain Muttaqien Theodorus Edsa Leo Prabowo Ummi Jumria Wahmisari Priharti Wenda Adi Irawan Willy Anugrah Cahyadi Yaya Sulaeman YUNITA, TRASMA Yussi Perdana Saputera Yuyu Wahyu Yuyu Wahyu Yuyu Wahyu Zainul Umam Takdir