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Pargaulan Dwikora Simanjuntak; R. Herlan Guntoro

International Journal of Engineering and Applied Science 2026 International Forum of Researchers and Lecturers

This research investigates the development of IT-based Automatic Identification System (AIS) data surveillance models supporting maritime safety through integration of advanced information technology, maritime engineering principles, and human factors optimization. AIS technology generates vast real-time vessel movement data creating unprecedented opportunities for safety enhancement through systematic surveillance, collision risk detection, traffic pattern analysis, and incident prevention, yet effectiveness depends critically on intelligent data processing algorithms, reliable IT infrastructure, and competent personnel capable of interpreting surveillance outputs and taking appropriate actions. Through qualitative analysis involving maritime safety authorities, vessel traffic service (VTS) operators, port authorities, marine engineers, IT specialists, data scientists, and maritime training institutions, this study examines how IT-based surveillance models incorporating pattern recognition, anomaly detection, predictive analytics, and crew-centered interfaces can transform maritime safety management from reactive incident response toward proactive risk prevention. Results demonstrate that intelligent AIS surveillance can identify 75-90% of high-risk situations 15-45 minutes before critical events, reduce collision risks by 60-80%, improve traffic management efficiency by 35-55%, and enhance crew situational awareness by 45-65% when integrated with appropriate training programs developing personnel competencies in data interpretation, system operation, and coordinated response. Key implementation challenges include data quality and completeness issues, computational infrastructure requirements, algorithm development complexity, personnel competency gaps requiring substantial training investments, organizational coordination barriers, and privacy/security concerns. Findings reveal that successful AIS surveillance implementation requires holistic sociotechnical approaches integrating IT systems engineering, maritime domain expertise, and human capability development through coordinated design, deployment, and training strategies. This research contributes to maritime safety literature by providing integrated frameworks for IT-based surveillance systems incorporating technical capabilities, operational requirements, and human factors supporting evidence-based safety management.

Irfan Faozun; Larsen Barasa; Natanael Suranta; Ronald Simanjuntak; Imam Fachruddin

International Journal of Engineering and Applied Science 2026 International Forum of Researchers and Lecturers

This research investigates the development of integrated operational systems connecting terminal and ship operations for docking and berthing time optimization through systematic analysis of historical data. Port efficiency depends critically on minimizing vessel turnaround time, with berth allocation, docking procedures, and cargo operations coordination determining overall port productivity and competitiveness. Through qualitative analysis involving port operators, terminal managers, ship agents, harbor masters, and operations research specialists, this study examines how historical operational data can inform intelligent coordination systems improving berthing efficiency. Results demonstrate that data-driven integration systems incorporating predictive analytics, automated scheduling, and coordinated workflows can reduce average berth turnaround time by 15-30%, improve berth utilization by 20-35%, and decrease operational conflicts by 40-60% through optimized allocation and proactive coordination. Key implementation challenges include data quality and availability, system integration complexity, organizational coordination barriers, and resistance to automated decision support. Findings reveal that historical data-based optimization represents transformative advancement from experience-based scheduling to evidence-driven operational planning supporting port efficiency enhancement, capacity maximization, and service reliability improvement. This research contributes to port operations literature by providing practical frameworks for data-driven berthing optimization applicable to diverse port operational contexts.

Anastasya Nur Febiyanti; Weni Rosdiana

Jurnal Ilmu Pendidikan, Politik dan Sosial Indonesia 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

Non-Cash Food Assistance (BPNT) is a government assistance program aimed at poor or underprivileged communities, distributed monthly through electronic accounts and used specifically to purchase basic necessities at designated E-Warong stores. However, in reality, the implementation of the BPNT program in the field still faces comprehensive challenges, such as issues related to targeting inaccuracy and the quality of food obtained by KPM not always meeting standards. The purpose of this study is to explore the evaluation of the Non-Cash Food Assistance (BPNT) program policy through a Systematic Literature Review (SLR) approach, so that researchers can trace various empirical findings regarding the implementation of the Non-Cash Food Assistance program policy in several regions. The policy evaluation model used is William N Dunn's model, which includes six indicators, namely effectiveness, efficiency, adequacy, equity, responsiveness, and accuracy. The results of this study are expected to provide a comprehensive and in-depth picture of the phenomenon being studied in an objective and systematic manner, and can be used as a reference for government agencies in evaluating and optimizing the implementation of the BPNT program policy so that it becomes a more effective and sustainable social assistance program.

Al Annur Pramdipta Ramaddan; Amrita Gita Saraswati Devi; Amilia Windy Trihapsari; Dayinta Ahna Diwasasri; Aulia Inggar Nabila +1 more

Maslahah : Jurnal Manajemen dan Ekonomi Syariah 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

Using a systematic literature review approach to various previously published studies, this research investigates the influence of consumer nationalism on the intention to purchase domestic products. The purpose of this study is to find patterns of results, influencing components, and the impact of consumer nationalism on their behavior when purchasing local products. Data were collected from articles in relevant national and international journals, particularly those discussing ideas about consumer nationalism, consumer ethnocentrism, and factors determining purchase intention. The findings of the study indicate that consumer nationalism has a positive and significant effect on consumers' intention to purchase domestic goods. A number of variables, including product quality perceptions, price sensitivity, cosmopolitanism levels, and consumer demographics, especially Generation Z, who tend to be involved in the digital world, influence this effect. In addition, this study found that customer awareness, attitudes, and preferences towards local products are influenced by social media and digital campaigns such as the Bangga Buatan Indonesia (Proudly Made in Indonesia) program. The results of this study provide strategic benefits for businesses when they develop marketing plans based on the value of nationalism. These results can also be used as a reference for public policies aimed at increasing consumption and competitiveness of domestic products through the implementation of such policies.

Risma Eka Nandika; Rinawati Zailani

Gemawisata: Jurnal Ilmiah Pariwisata 2026 Sekolah Tinggi Ilmu Ekonomi Pariwisata Indonesia

Local economic development in the village is a major factor in sustainable development. This study aims to understand how tourism villages and creative industries can work together to improve the local community's economy. The method used is a qualitative research method with a descriptive approach. With in-depth techniques, data collection includes observation, interviews, and documentation studies. The results of this study indicate that the synergy between Gronjong Wariti tourism and the Emping Melinjo creative industry has great potential to improve the economy of the Mejono Village community in order to increase income, open job opportunities, and improve people's lives. However, there are several obstacles faced, including a lack of attention and support from the local government, minimal supporting facilities, low quality of human resources (HR), the use of simple production technology, and suboptimal promotion. The Emping Melinjo creative industry faces several serious challenges, such as limited quality raw materials, dependence on middlemen, and low public awareness of the village's potential. Relatively high product prices also reduce purchasing power. To address this, we need to strengthen marketing networks and seek more stable alternative sources of raw materials. Furthermore, business management is suboptimal. Therefore, strategies are needed to optimize this synergy, such as improving human resource quality, product quality, and promotion, enhancing management capabilities, developing supporting infrastructure, fostering product innovation, and developing a monitoring and evaluation system.

Muhammad Derajad; Suhadianto Suhadianto; Igaa Noviekayati

Systematic Literature Review Journal 2026 International Forum of Researchers and Lecturers

The phenomenon of burnout has evolved into a significant occupational health problem with a prevalence reaching 82% across various global work sectors, especially post-COVID-19 pandemic. This study aims to identify and analyze the causal factors of burnout through a systematic literature review approach using PRISMA 2020 guidelines. Literature search was conducted on four main electronic databases yielding 309 articles which were then selected down to 10 high-quality articles meeting inclusion criteria for the 2021-2025 publication period. Synthesis results indicate that burnout is a multidimensional phenomenon influenced by complex interactions between organizational and individual factors. Dominant organizational factors include work overload, lack of managerial support, unsafe working conditions, and resource inadequacy with burnout prevalence ranging from 17-94%. Individual factors encompass demographic characteristics, coping strategies, resilience, and internal psychological conflicts that serve as moderator variables. Job satisfaction and work meaningfulness function as mediator variables connecting organizational conditions with burnout outcomes. These findings provide theoretical contributions in understanding burnout etiology and can practically serve as a foundation for developing evidence-based preventive interventions to reduce burnout prevalence in work environments.

Muhammad Ridwan; Lufi Ariyani; Butet Oktavia Panggabean

Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

This study analyzes and designs a dual-role web-based ordering information system to optimize order management at Sunrise Bakery. This SME currently faces inefficiencies due to manual recording. The system, developed using the SDLC Waterfall method with PHP and MySQL, serves two main actors: customers, who can order online, browse catalogs, track orders, and pay digitally; and administrators (admin, cashier, owner), who manage products, update stock, input in-store orders, generate daily/monthly sales reports, and manage user access. Black Box Testing confirms all core functions work correctly. The system successfully addresses manual process shortcomings by improving data accuracy and providing real-time monitoring for both customers and management. It offers a comprehensive digital solution to enhance operational efficiency and service quality. Limitations include the lack of integrated digital payment gateways and external messaging. Future development should incorporate payment gateways (e.g., OVO, GoPay), WhatsApp notifications, a mobile application, and predictive analytics for sales and stock forecasting.

Grace Ivana; Marsiska Ariesta Putri; Prihati Prihati; Aji Priyambodo

Prosiding Seminar Nasional Ilmu Teknik 2026 Asosiasi Riset Ilmu Teknik Indonesia

This study aims to develop a web-based inventory information system to facilitate inventory data management and improve operational efficiency at Toko Anugerah Sticker. Currently, inventory management is still performed manually using paper, which complicates monitoring stock, recording incoming and outgoing items, and preparing reports accurately and promptly. To address these issues, the system was developed using the Waterfall method, consisting of five stages: requirement, design, implementation, verification, and maintenance. PHP was employed as the programming language for system development, while MySQL served as the database for storing inventory data. The system was tested using Blackbox testing to unsure that each function worked as expected. The result show that the web-based inventory information system successfully replaced the manual process, making inventory management more effective and efficient. It also enables real-time stock monitoring and generates reports faster and more accurately. The implementation of this system is expected to improve the quality of inventory data management at Toko Anugerah Sticker in the future.

Leo Nando Sastro; Shintia Greshia; Sukmana Djaya; Citra Agustin Gutami; Kemanya Karbono

Jurnal Inovasi Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

Academic stress is one of the main challenges experienced by postgraduate students due to complex academic workloads, such as thesis writing, scientific publications, work demands, and personal roles. This condition can trigger emotional exhaustion, decreased concentration, anxiety, and burnout. This study used the Systematic Literature Review (SLR) method to analyze the role of mindfulness as a stress management strategy in college students. The literature analyzed included studies from 2020–2025 that examined the relationship between mindfulness and academic stress, including interventions based on Mindfulness-Based Stress Reduction (MBSR) and Mindfulness-Based Cognitive Therapy (MBCT). The study results showed that mindfulness has a significant effect on reducing academic stress, improving emotional regulation, learning focus, sleep quality, and psychological well-being. Mindfulness also helps students build resilience and develop adaptive mindsets in dealing with academic pressure. These findings confirm that mindfulness can be an effective and applicable strategy in supporting the mental health of postgraduate students.

Andini Virgiana Rahmawati; Restu Hikmah Ayu Murti

Venus: Jurnal Publikasi Rumpun Ilmu Teknik 2026 Asosiasi Riset Ilmu Teknik Indonesia

Fly ash and bottom ash (FABA) are combustion residues from coal-fired power plants. Following the issuance of Government Regulation No. 22 of 2021, FABA is no longer classified as hazardous and toxic waste (B3). However, FABA must still be managed properly due to its potential to cause pollution through leachate generated if leaks occur in the FABA disposal area. This study evaluates the lining and drainage systems in the FABA disposal area at PT. PLN Nusantara Power UP Paiton to ensure that leachate does not contaminate surrounding groundwater. The research employs descriptive qualitative and quantitative methods, collecting secondary data to assess the structure and pollution control systems in the FABA disposal area at PT. PLN Nusantara Power UP Paiton. The data includes the disposal area structure and water quality from monitoring wells. Analysis results indicate that the FABA disposal area lining system operates effectively and in compliance with regulations, successfully containing leachate movement and preventing seepage. This is supported by pH, Fe, Hg, and turbidity levels in groundwater from monitoring wells remaining within safe limits. Additionally, the presence of a runoff pond helps contain surface runoff during heavy rain, keeping overflow water under control. Overall, the disposal area structure and leachate management system at PT. PLN Nusantara Power UP Paiton function well, but routine monitoring must continue to ensure no seepage occurs, preventing leachate from contaminating the surrounding environment as an early preventive measure to maintain environmental quality and regulatory compliance.

Abd Karim Amarullah; Mukhtar Latif; Rusmini Rusmini

International Journal of Islamic Educational Research 2026 Asosiasi Riset Ilmu Pendidkan Agama dan Filsafat Indonesia

This study examines the effectiveness of problem-solving skills in enhancing decision-making processes among teachers at State Junior High Schools in Jambi Province. The research was motivated by the increasing demands placed on educators to make timely, accurate, and contextually appropriate decisions in academic, administrative, and student-related matters. A quantitative approach was employed using a survey method, involving teachers from several public junior high schools across the province. Data were collected through validated questionnaires measuring levels of problem-solving competence and decision-making quality. The results indicate a significant positive relationship between problem-solving skills and decision-making effectiveness. Teachers with higher levels of analytical thinking, alternative evaluation, and solution implementation were found to make decisions more systematically, responsively, and with greater accuracy. Moreover, the findings reveal that problem-solving skills contribute not only to improving daily pedagogical decisions but also to enhancing school governance and conflict resolution. This research highlights the importance of continuous professional development programs aimed at strengthening teachers’ cognitive and strategic abilities. The study concludes that integrating structured problem-solving training into teacher development initiatives can substantially improve decision-making quality in junior high schools, ultimately supporting better educational outcomes in Jambi Province.

Angelia Leovita; Yulia Rahmawati Z; Febriani Febriani; Sapta Eka Putra; Dian Fauzi

Jurnal Pengabdian Sosial dan Kemanusiaan 2026 Lembaga Pengembangan Kinerja Dosen

The development of information and communication technology in the digital era has increased access to and productivity of scholarly publications, while also creating challenges in managing academic literature and references. Final-year students, particularly those from non–Information Technology programs, often experience difficulties in organizing references systematically, maintaining citation consistency, and avoiding unintentional plagiarism. This article aims to describe the implementation and outcomes of a community service program that provided training on the use of Mendeley as a personal digital library for managing scholarly literature. The program was conducted over two days using a participatory and hands-on approach involving students from Universitas Tamansiswa in Padang. The training methods included conceptual lectures, live demonstrations, and practical sessions covering Mendeley installation, reference management, automatic citation, and bibliography generation. The results indicate improvements in participants’ understanding and skills in reference management, as well as increased awareness of academic integrity. Overall, the training proved effective in enhancing efficiency and writing quality in the preparation of theses or final projects.

Dheo Dermawan; Muhamad Fachri Lutfian; Bagus Maulana Muhammad

Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika 2026 Asosiasi Riset Teknik Elektro dan Informatika Indonesia

This research presents the development of the Rembulan E Learning platform using Moodle as the primary Learning Management System for SMK Negeri 1 Pandeglang.The main objective is to provide a structured, accessible, and interactive digital learning environment that effectively supports teaching and learning activities, enhances student engagement, and facilitates teacher management of course materials. The study applies the Waterfall development model, which includes five stages requirement analysis, system design, implementation, testing, and deployment. Data collection methods involve observation of classroom practices, in depth interviews with teachers to identify pedagogical and technological needs, and comprehensive documentation review to ensure alignment with curriculum standards and user expectations. The resulting system integrates features such as digital classrooms, learning modules, assignments, discussion forums, quizzes, and student performance monitoring, offering a comprehensive digital learning experience. System testing was conducted using Black‑box Testing, complemented by limited user trials with teachers and students, which confirmed that the platform is functional, user friendly, and capable of supporting a variety of learning activities. This research contributes to the implementation of Moodle based LMS development in vocational schools, providing practical guidance for improving digital learning quality, promoting blended learning approaches, and facilitating sustainable adoption of educational technology in secondary education.

Yusro Edy Nugroho; Siti Hadiati Nugraini; Asep Purwo Yudi Utomo; Inna Havidatus Saniyah; Indri Dwi Astuti +1 more

Nusantara: Jurnal Pengabdian kepada Masyarakat 2026 Pusat Riset dan Inovasi Nasional

The Bulusari Film Village Community possesses considerable potential as a community-based creative space, yet it continues to face limitations in technical film production skills and community management. This community engagement program aims to strengthen the community’s creative capacity and professionalism through training in scriptwriting, cinematography, production, and film editing, as well as reinforcing organizational management using the Participatory Community Appraisal (PCA) approach. The activities were implemented through five major stages, namely needs identification, formulation of alternative solutions, technical training, short film production mentoring, and strengthening of the community’s management system. The results demonstrate significant improvements in members’ technical competencies across all stages of film production, from pre-production to post-production. The community successfully produced a script and one short film with enhanced visual and narrative quality compared to their earlier works. In addition, the establishment of a new organizational structure, operational SOPs, and a simple administrative system effectively improved community governance. The program also broadened the community’s collaborative network with local government, educational institutions, and other creative groups. These findings indicate that PCA-based empowerment supports increased creativity, autonomy, and competitiveness among local creative communities in alignment with the SDGs, particularly SDG 4 (Quality Education), SDG 8 (Decent Work and Economic Growth), and SDG 11 (Sustainable Communities).

Siti Markhamah; Sudarmiatin Sudarmiatin; Agus Hermawan

International Journal of Entrepreneurship and Management 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

On the effectiveness of using social media as a marketing channel for MSMEs in Balikpapan. MSMEs play a major role in the national and regional economy, but developments in digital technology have caused marketing patterns to change drastically from traditional methods to online media. Social media such as Instagram, Facebook, TikTok, and X are now effective marketing tools because they are able to reach a wide audience at a low cost. However, this effectiveness is highly dependent on content quality, consistent interaction, and the right marketing strategy. Although social media offers many opportunities, MSMEs in Balikpapan still face various obstacles, such as limited human resources with an understanding of digital content, a lack of ability to read marketing metrics, and limited advertising budgets. In addition, research on the effectiveness of social media on MSMEs, especially in Balikpapan, is still minimal. Therefore, this study was conducted to analyze the extent to which MSMEs utilize social media, assess its effectiveness through indicators such as reach, interaction, and sales, and identify supporting and inhibiting factors. The results of this study are expected to provide strategic recommendations for MSMEs and theoretical contributions to the development of digital marketing models.

Faruk, Majida; Usman, Syahruddin; Achruh, Andi; Yahdi, Muhammad

International Journal of Educational Evaluation and Policy Analysis 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

This article investigates how Islamic Education teachers implement their professional competence in managing learning at a public Islamic senior secondary school in North Maluku, Indonesia. Teacher competence is understood as a multidimensional construct that includes pedagogical, professional, personal, social, and spiritual dimensions and is expressed through lesson planning, classroom instruction, and learning assessment. Using a qualitative naturalistic design, data were collected through participant observation, in depth interviews with teachers, school leaders, and students, and documentation of lesson plans and institutional records. The findings show that lesson planning is carried out consistently and aligned with the curriculum, but the depth and creativity of plans vary between teachers, with some documents remaining largely administrative. In classroom instruction, teachers demonstrate sincere efforts to create a conducive learning climate, connect Islamic teachings with students daily lives, and encourage participation, although limited use of educational technology, differences in student engagement, and classroom management challenges constrain the consistency of instructional quality. Assessment practices employ diverse techniques to evaluate cognitive, affective, and psychomotor domains, yet the systematic use of formative and authentic assessment is still uneven due to workload and time pressures. Supporting factors include institutional backing through workshops and subject teacher forums, supportive leadership, adequate facilities, and teacher experience, while inhibiting factors comprise internal limitations in instructional design, external constraints related to technology and student diversity, and structural administrative demands. Overall, the study offers an integrated and context specific picture of how competence in learning management contributes to students understanding, motivation, and religious character.

Putri Rani Margareth Sipahutar; Besty Habeahan

Journal of Administrative and Sosial Science (JASS) 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

The development of digital technology has encouraged the government to modernize public services, including in the field of land affairs. Traditionally, land registration has been associated with long, complex procedures that are often prone to abuse of authority. To address these challenges, the Ministry of Agrarian Affairs and Spatial Planning/National Land Agency (ATR/BPN) has begun implementing a digital-based land registration system. However, its implementation raises an important question: is this digital system truly effective in improving the quality of services at the Land Office, or does it instead create new obstacles? This study aims to analyze the effectiveness of land registration digitalization, particularly in terms of accessibility, efficiency, transparency, and the challenges encountered during its implementation. The research employs an empirical juridical method with qualitative analysis. The juridical approach is used to examine the legal foundations of land registration digitalization, including Law No. 5 of 1960 on Basic Agrarian Principles, Government Regulation No. 24 of 1997 on Land Registration, and the Ministerial Regulation of ATR/BPN No. 1 of 2021 on Electronic Certificates. The empirical approach involves direct observation of service processes at the Land Office and interviews with employees and citizens utilizing digital services. The findings reveal that digitalization of land registration has generally improved the quality of services at the Land Office. Administrative processes have become faster, land data are stored more securely, and service transparency has increased, as the public can monitor the status of their registration online.

Jhoni Arwan S; Ika Devy Prmudiana; Amirul Mustofa

International Journal of Social Welfare and Family Law 2026 Asosiasi Penelitian dan Pengajar Ilmu Sosial Indonesia

This study analyzes multi-stakeholder collaboration in innovation-based regional development planning at the Regional Development Planning Agency (Bappeda) of Sidoarjo Regency, emphasizing institutional mechanisms, data integration and digital innovation, joint financing schemes, and actor capacity and participation dynamics. The research focuses on the need to improve the effectiveness of development planning through planned, participatory, and data-driven intersectoral collaboration. Applying a qualitative case study approach, information was collected through in-depth interviews, participant observation, and analysis of planning documents. It was then analyzed using data reduction, thematic grouping, and source triangulation techniques. The research findings indicate that institutional synergy has been realized through formal forums such as development planning meetings and group discussions. However, coordination remains suboptimal due to overlapping roles between regional government agencies and the lack of a sustainable collaborative mechanism. Digital data integration still faces challenges due to limited platform content and user technical capabilities, resulting in data utilization not fully supporting evidence-based decisions. In terms of financing, collaborative schemes have begun to be implemented but are inconsistent, particularly in combining funding sources from various sectors. The capabilities of actors show striking differences, which impact the quality of public engagement and the efficiency of facilitating the planning process. Overall, these results confirm that the effectiveness of innovative planning is largely determined by the integration of digital systems, strengthening collaboration between stakeholders, and enhancing institutional capacity. This study suggests designing a more organized, interactive, and long-term multi-actor synergy model.

Ferly Oktavia; Dian Kharisma Dewi

Jurnal Riset Rumpun Ilmu Teknik 2026 Pusat riset dan Inovasi Nasional

Bintan Island has abundant bauxite soil resources; however, its utilization as road construction material remains limited. The scarcity of high-quality granular material in the region necessitates the use of available local resources, particularly for pavement subgrade layers. This article aims to analyze the classification and mechanical properties of native soils in Bintan Island through a systematic literature review. The reviewed literature includes laboratory test results of bauxite soil. The findings indicate that bauxite soil exhibits low plasticity, relatively high CBR values (±35%), and is classified as CL (USCS) and A-2-4 (AASHTO). These results suggest that bauxite soil is suitable for subgrade applications, although require stabilization with binding agents. The implication of this review highlights that the utilization of local materials could support sustainable infrastructure development in island regions by reducing dependency on imported materials.  

Dhita Safira Putri; Siti Anisah; Adi Sastra P Tarigan

Jurnal Riset Rumpun Ilmu Teknik 2026 Pusat riset dan Inovasi Nasional

Distribution transformers play a crucial role in delivering electrical energy from the distribution system to consumers to ensure power quality and supply continuity. However, in practice, overload conditions often occur due to increasing demand and load growth that exceed the transformer’s rated capacity. This situation can lead to reduced efficiency, increased power losses, and accelerated equipment aging. This study aims to analyze the performance of the CMY distribution transformer at PT PLN (Persero) ULP Labuan, which operates beyond its nominal capacity, and to propose an alternative solution through transformer mutation, namely the replacement of the existing unit with a transformer of more appropriate capacity based on load analysis results. The Least Square Method is employed to predict future load growth and determine the projected time when the transformer will again experience overload after the mutation. The results indicate that the existing 100 kVA transformer is overloaded and should be replaced with a 160 kVA unit. After the mutation, the loading percentage decreases significantly, the transformer’s lifespan is extended, and the reliability of the distribution system improves. Furthermore, the Least Square prediction suggests that the new transformer may experience overload again in future years if no further planning is carried out. Therefore, transformer mutation can be considered an effective and medium-term solution to enhance and maintain the reliability of the electrical distribution system within the operational area of PT PLN (Persero) ULP Labuan.