Agus Setiawan

Dr. Agus Setiawan

orcid

Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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7 May 2025 in Energies
Verified
Journal Article
Open access
PDF file
ASAgus Setiawan
Agus Setiawan
DMDea Mardha Mentari
Dea Mardha Mentari
DHDzikri Firmansyah Hakam
Dzikri Firmansyah Hakam
RSRisa Saraswani
Risa Saraswani
Climate change has presented significant challenges to Indonesia’s energy sector, increasing vulnerabilities in power generation, infrastructure resilience, and energy security. Rising sea levels, extreme weather events, and increasing temperatures disrupt energy systems, highlighting the urgent need to build resilient energy systems. To support Indonesia’s energy transition, this study addresses a critical gap by providing an integrated analysis of climate resilience, renewable energy policies, and Indonesia’s socio-economic and environmental goals, emphasizing the importance of enabling policies and financial mechanisms. The recommendations mentioned in this study include increasing renewable energy capacity through solar and geothermal projects, modernizing infrastructure to enhance resilience, and adopting decentralized energy systems to reduce dependency on centralized networks. Strengthened governance and stakeholder collaboration are also essential for the successful implementation of energy policies. This study underscores the importance of having comprehensive energy policies to address climate change, promote sustainable development, and help Indonesia achieve its renewable energy targets and long-term goal of net-zero emissions.

20 February 2024 in Sustainability
Verified
Journal Article
Open access
PDF file
ASAgus Setiawan
Agus Setiawan
FJFauzan Hanif Jufri
Fauzan Hanif Jufri
FDFatih Dzulfiqar
Fatih Dzulfiqar
MSMuhammad Gillfran Samual
Muhammad Gillfran Samual
ZAZainal Arifin
Zainal Arifin
BSBudi Sudiarto
Budi Sudiarto
Renewable energy sources have become one of the important roles for sustainable energy development. One of the promising mechanisms to deploy renewable energy is through a Virtual Power Plant (VPP), which can integrate various distributed renewable energy resources into a single controllable and deployable entity. This paper examines the opportunity for VPP adoption in Indonesia, which investigates the minimum implementation criteria, provides a gap analysis for VPP implementation, and proposes recommendations for VPP implementation in Indonesia. The implementation criteria are obtained from the literature review, including the lessons learned from other countries, and categorized into four aspects: regulatory, technical, economic, and social. The gap analysis is performed by evaluating the current state of Indonesia’s utility network in correlation with the VPP minimum implementation criteria and then provides a scoring matrix for each criterion. Lastly, the recommendations are arranged to narrow these gaps, organized into ten key focus points, and divided into four phases, initiation, preparation, piloting, and deployment, across a ten-year timeframe.

27 July 2025 in Energies
Verified
Journal Article
Open access
PDF file
ASAgus Setiawan
Agus Setiawan
This research focuses on medium-term load forecasting in a tropical region post-pandemic. This study presents one of the first attempts to analyze medium-term forecasting using half-hourly resolution in the Java-Bali power system post-COVID-19 period. The dataset comprises load measurements recorded every 30 min (48 data points per day) from 2014 to 2022. Three distinct methods, namely polynomial regression, split polynomial regression, and Long Short-Term Memory (LSTM) networks, were employed and compared to predict the electricity load demand. The analysis found that LSTM outperformed the other methods, exhibiting the lowest error rates with Mean Absolute Percentage Error (MAPE) at 3.86% and Root Mean Squared Error (RMSE) at 1247.93. Additionally, a consistent observation emerged, showing that all methods performed better in predicting load demand during nighttime hours (6 p.m. to 6 a.m.). The hypothesis is that data stability during nighttime, with fewer significant fluctuations, contributed to the improved prediction accuracy. These findings provide valuable insights for improving load forecasting in the post-pandemic tropical region and offer opportunities for enhancing power grid efficiency and reliability.

15 December 2025
Verified
Conference Paper
Closed access
ASAgus Setiawan
Agus Setiawan
AFAlief Fathurahman
Alief Fathurahman
GIGranito Al Mi'RAj Excellent Izlamay
Granito Al Mi'RAj Excellent Izlamay
CACartim
Cartim
Voltage drop in distribution systems affects power quality and system reliability. One approach to address this issue is the optimal placement and sizing of Distributed Generation (DG). This paper applies the Particle Swarm Optimization (PSO) method to optimize DG capacity in the IEEE 33-bus system. Three scenarios are evaluated: without DG, one DG, and two DG, with voltage limits of 0.95-1.05 p.u. and a maximum DG capacity of 0.8 MW per unit. The optimization aims to minimize voltage deviation, and load flow analysis is used to obtain the voltage profile. The results demonstrate that PSO effectively improves voltage profiles and reduces voltage deviation in all scenarios, indicating its potential for enhancing the performance of distribution systems.

31 March 2026 in Energies
Verified
Journal Article
Open access
PDF file
ASAgus Setiawan
Agus Setiawan
VFVivi Fitriani
Vivi Fitriani
AAAlmas Aprilana
Almas Aprilana
TPTegar Kharisma Putra
Tegar Kharisma Putra
MBMerreta Noorenza Biutty
Merreta Noorenza Biutty
AYAvido Yuliestyan
Avido Yuliestyan
Controlling carbon dioxide (CO2) emissions remains a central challenge in Indonesia’s energy transition and its commitment to achieving net-zero emission targets. Carbon Capture and Storage (CCS) and Carbon Capture, Utilization, and Storage (CCUS) are widely recognized as important mitigation pathways, particularly for energy and industrial sectors where rapid decarbonization remains difficult. In parallel, cold plasma technology has emerged in the recent scientific literature as an early-stage, non-thermal approach for CO2 activation under relatively low bulk temperature conditions, attracting interest as a potential long-term research pathway. This paper examines cold plasma technology within the broader CCS/CCUS landscape in Indonesia from a policy and technology perspective. The study adopts a qualitative and descriptive approach, synthesizing the selected academic literature on plasma-based CO2 conversion, global CCUS development trends, and Indonesia’s regulatory, infrastructural, and energy system context. Rather than assessing techno-economic feasibility, the analysis focuses on identifying structural constraints, performance trade-offs, and policy-relevant considerations. The findings indicate that across plasma configurations, including dielectric barrier discharge, gliding arc, microwave, and radio frequency plasmas, current research outcomes remain constrained by low energy efficiency, limited scalability, and low technology readiness for large-scale applications. Reported performance metrics are largely derived from laboratory-scale studies under controlled conditions and cannot yet be extrapolated to real-world emission sources without a comprehensive system-level evaluation. Compared with established CCS and CCUS pathways, cold plasma technologies remain exploratory and lack the maturity required for near-term deployment. From a policy and research perspective, cold plasma should therefore be regarded as a long-term research option rather than an implementable mitigation solution for Indonesia, with its potential contribution lying in informing future research agendas, technology monitoring, and innovation planning, particularly in relation to CO2 utilization concepts and decentralized energy systems, contingent upon significant advances in energy performance, system integration, and standardized evaluation frameworks.