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All Journal Jurnal Edukasi Elektro Jurnal Pendidikan Teknologi dan Kejuruan ELKHA : Jurnal Teknik Elektro Jurnal Pengembangan Energi Nuklir TELKOMNIKA (Telecommunication Computing Electronics and Control) Prosiding Semnastek Jurnal IPTEK ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Syntax Literate: Jurnal Ilmiah Indonesia Energi & Kelistrikan Jurnal Ilmiah Sutet Jurnal Teknik Jurnal Teknik Elektro dan Komputasi (ELKOM) Indonesian Journal of Electrical Engineering and Computer Science International Journal of Computer and Information System (IJCIS) Automotive Experiences CITIZEN: Jurnal Ilmiah Mulitidisiplin Indonesia Andalas Journal of Electrical and Electronic Engineering Technology Journal of Social Science Journal of Advanced Technology and Multidiscipline (JATM) International Journal of Engineering Continuity Journal of Business, Social and Technology Eduvest - Journal of Universal Studies Jurnal Ekonomi, Teknologi dan Bisnis Leuser Journal of Environmental Studies International Journal of Electrical, Computer, and Biomedical Engineering (IJECBE) International Journal of Renewable Energy Development
Iwa Garniwa
Department Of Electrical Engineering, Faculty Of Engineering, Universitas Indonesia, Depok 16424, Indonesia
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Spatial Clustering of Electricity Consumption Patterns in Indonesian Higher Education Institutions Rahardjo, Imam Arif; Garniwa, Iwa; Sudiarto, Budi; Jan, Pidanic
ELKHA Vol. 18 No.1 April 2026
Publisher : Faculty of Engineering, Universitas Tanjungpura

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/elkha.v18i1.104516

Abstract

Higher education institutions represent a significant contributor to electricity consumption in the public sector, particularly in developing countries such as Indonesia. This study aims to identify spatial patterns and provincial disparities in electricity consumption across Indonesian higher education institutions. This research method uses spatial autocorrelation analysis with Moran's I and hierarchical clustering based on Ward’s method. The results show that the observed Moran’s I (0.5129679) is higher than the expected Moran’s I (-0.03030303), and the spatial pattern of electricity consumption by higher education institutions is clustered. This result is confirmed by the negligible p-value (0.0003618787 < 0.05), indicating a strong clustered spatial pattern. Hierarchical clustering was used to identify three groups of provinces representing the level of electricity consumption. The findings highlight significant regional disparities in electricity consumption patterns and provide a quantitative basis for energy management strategies and sustainable higher education policy planning in Indonesia.
Co-Authors Abdul Multi Abdul Multi Abdul-Malek, Zulkurnain Adinda Prawitasari Agus Sugiyono Ahmudi, Ali Amelia Chandra Pratiwi Andi Amar Thahara Andi Amar Thahara Aulia, Hilmi Zaky Azhar, Fakhrudin Bilkis Mukhlisoti Budi Sudiarto CHRISTIONO CHRISTIONO Christiono, Christiono Citra Candranurani Damar Ravie Cahyadi Daulay, Andini Dwi Khairunnisa Efendi, Juwani Eka Nurdiana Eko Supriyanto Elman Rudolf Pakpahan Erwin Elysar Fatah, Martin Choirul Fathur Dwipa Syaveyenda Fauzan Hanif Jufri Femy Sanana Sanvia Fikri, Miftahul Fikri, Miftahul Frederick Sakaja Ginting Hanafi Anis Alamri Harahap, Saskia Saraswati Hudaya, Chairul Husnayain, Faiz Ifanda, Ifanda Jan, Pidanic Jarot M Semedi, Jarot M Kartika Tresya Mauriraya Kartika Tresya Mauriraya Kholid Akhmad, Kholid Krishananto, Thomas Puri Kuwat Triyana M Ahsin Sidqi M. Aldrin Julianto Miftahul Fikri Mohd Esa, Mona Riza Monika, Ratih Muhammad Fahri, Muhammad Muhammad Idris Muhammad Pinandhito Adi Dharma Nainggolan, J M Nimas Ayu Arumbinang Novi Indriani Nurliyanti, Vetri Oh, Seongmun Pasra, Nurmiati Prasetyo Aji Prawitasari, Adinda Purba, Kevin Pangestu Putra, Kharisma Darmawan Putranugraha, Derry Putri Utami, Dannya Maharani Rahardjo, Imam Arif Raharjo, A Raldi Hendrotoro Seputro Koestoer ROMADHONI, MUHAMMAD LUTHFIANSYAH Samsurizal Samsurizal Samual, Muhammad Gillfran SAPUTRA, DWI CAHYA AGUNG Sikumbang, Supriyanto Suci Rositawati Suwargono, Son Suyud Warno Utomo Syafei, Suhraeni Syamsir Abduh THAHARA, ANDI AMAR TIO, CHRISTIONO Tri Edhi Budhi Soesilo Uno Sudibyo Utami, Ananda Rizky Uvi Desi Fatmawati Wendy Aritenang Widya Astriyani Widya Faisal Wahyudi Widyantara, Dwitiya Bagus Yumnaristya, Syefiara Hania Z Day, Faizatul Hasanah