Strategi Efisiensi Konsumsi Listrik di RS Pertamina Panorama Balikpapan dengan Metode Fuzzy Logic
Abstract
Hospitals play a vital role in providing promotive, preventive, curative, and rehabilitative healthcare services. The highest electricity consumption in hospitals comes from lighting and air conditioning systems, thus requiring the implementation of an energy efficiency culture and appropriate technology selection to achieve environmentally friendly (green hospital) operations. This study aims to analyze the potential of applying energy efficiency culture and technology selection as well as to recommend strategies for reducing operational costs and developing energy-saving SOPs as part of green hospital practices. The fuzzy logic approach was applied to measure the level of energy efficiency at Pertamina Panorama Hospital Balikpapan, considering technological, electrical, mechanical and operational cost indicators. Data were collected from questionnaires distributed to 70 hospital staff to evaluate how energy-saving culture and technology choices support green hospital implementation. The results show that the adoption of technologies such as BMS, Smart Energy, Smart Material, Smart Water, Smart Waste, IEQ and Resilience & Safety reduced maintenance costs by 10–20%, despite an initial investment increase of 5–15%. The centroid fuzzy logic analysis yielded a crisp value of 84.7%, indicating efficient electricity consumption. The synergy between efficiency culture, modern technology, and cost strategies makes hospitals more energy-efficient, environmentally friendly and sustainable.
Keywords - Efisiensi Energi, Fuzzy Logic, Green Building, Green Hospital.
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R. C. K. Pangestu and A. A. K. Ayuningsasi, “Pengaruh Konsumsi Energi Sektor Industri, Rumah Tangga, dan Transportasi terhadap Emisi Karbon di Indonesia,” Inisiatif: J. Ekon., Akunt. dan Manaj., vol. 3, no. 4, pp. 297–311, 2024. doi https://doi.org/10.30640/inisiatif.v3i4.3154
A. M. Kelly and R. D. N. N. Radler, “Does energy consumption matter for climate change in Africa? New insights from panel data analysis,” Innov. Green Dev., vol. 3, pp. 1–10, 2024. doi https://doi.org/10.1016/j.igd.2024.100132
Yusrawati and Muhardi, “Hospital Management Functions: A Literature Review,” Andalas Obstet. Gynecol. J., vol. 7, no. 2, pp. 363–371, 2023. doi https://doi.org/10.25077/aoj.7.2.363-371.2023
Kementerian Kesehatan Republik Indonesia, Profil Kesehatan Indonesia 2023. Jakarta: Kementerian Kesehatan Republik Indonesia, 2023.
K. B. d. Oliviera and O. J. d. Oliveira, “Making Hospitals Sustainable: Towards Greener, Fairer and More Prosperous Services,” Sustain., vol. 14, pp. 1–21, 2022. doi https://doi.org/10.3390/su14159730
L. P. Orsini, S. Landi, C. Leardini, and G. Veronesi, “Towards greener Hospitals: The effect of green organisational practices on climate change mitigation performance,” J. Clean. Prod., vol. 462, pp. 1–10, 2024. doi https://doi.org/10.1016/j.jclepro.2024.142720
N. Prawasari, A. Pakiding, D. D. Ridwan, and R. D. N. V. M. Istyana, “Business Process Reengineering in Hospitals: A Literature Review of Improving Efficiency and Effectiveness of Health Services,” Prepotif: J. Kesehat. Masy., vol. 8, no. 2, pp. 4510–4517, 2024. doi https://doi.org/10.31004/prepotif.v8i2.29318
K. Xhexhi and B. Aliaj, “Lighting in Hospitals—Case Study: Military Hospital of Tirana, Albania,” Eng. Innov., vol. 8, pp. 17–30, 2023.
J. Kim et al., “Energy-Saving Potential of Extending Temperature Set-Points in a VRF Air-Conditioned Building,” Energies, vol. 13, no. 9, pp. 1–17, 2020. doi https://doi.org/10.3390/en13092160
A. N. M. Rahman, C. H. Lim, and A. Fazlizan, “Optimizing the Energy Saving Potential of Public Hospital Through a Systematic Approach for Green Building Certification in Malaysia,” J. Build. Eng., pp. 1–14, 2021. doi https://doi.org/10.1016/j.jobe.2021.103088
R. S. Rohman et al., “Energy audit of lighting system, air conditioning system and medical equipment in YARSI Pontianak General Hospital,” Energy Audit Study, vol.1, No. 2. 2023. doi https://doi.org/10.26418/telectrical.v1i2.72005
F. F. Rahman, F. Haris, and K. Febriyanto, “Organizational Support for Green Hospital Initiatives: A Case Study,” J. Medicoeticolegal Manaj. Rumah Sakit, vol. 13, no. 3, pp. 304–314, 2024. doi https://doi.org/10.18196/jmmr.v13i3.501
S. Aghajari and C.-C. Chen, “The Effectiveness of Lighting Design for Improved Patient Care Considering Energy Conservation,” Eng. Proc., vol. 55, no. 1, pp. 1–6, 2024. doi https://doi.org/10.3390/engproc2023055091
D. Asmawati, W. B. B. Adisasmito, and M. Basabih, “The Influence of the Green Hospital Implementation Policy on the Energy Saving Behavior of XYZ Hospital Employees Using the Theory of Planned Behavior Approach,” J. Indones. Health Policy Admin., vol. 9, no. 1, pp. 33–41, 2024. doi https://doi.org/10.7454/ihpa.v9i1.8059
S. H. Khahro et al., “Optimizing energy use, cost and carbon emission through building information modelling and a sustainability approach: A case-study of a hospital building,” Sustain., vol. 13, no. 7, p. 3675, 2021. doi https://doi.org/10.3390/su13073675
Z. Pang, Y. Chen, J. Zhang, Z. O’Neill, H. Cheng, and B. Dong, “How much HVAC energy could be saved from the occupant-centric smart home thermostat: A nationwide simulation study,” Appl. Energy, vol. 283, p. 116251, Dec. 2020, doi: 10.1016/j.apenergy.2020.116251
Mohammed, Y., Hayder, G. & Thiruchelvam, S. Green building rating systems comparative study and development methodology from global and local prospective. Environ Dev Sustain 27, 5479–5524 (2025). https://doi.org/10.1007/s10668-023-04113-z
R. Saatchi, “Fuzzy Logic Concepts, Developments and Implementation,” Inf., vol. 15, no. 10, pp. 1–24, 2024. doi https://doi.org/10.3390/info15100656
H. F. L. Al Dzikri, “Penerapan konsep arsitektur healing environment pada rumah sakit umum di Kota Semarang,” J. Archit. Manag., vol. 3, no. 3, pp. 331–343, 2025.
E. S. Alsawaf and A. M. Albadry, “Principles for the sustainable design of hospital buildings,” Int. J. Sustain. Dev. Plan., vol. 17, no. 6, pp. 1797–1808, 2022. doi 10.18280/ijsdp.170614
Y. Wang and L. Liu, “Research on sustainable green building space design model integrating IoT technology,” PLoS ONE, vol. 19, no. 4, e0298982, 2024. doi https://doi.org/10.1371/journal.pone.0298982
N. F. Nadhifah and H. Wahyuningsih, “Perancangan konsep green building pada bangunan rumah sakit umum daerah RA. Basoeni di Mojokerto,” J. Archit. Stud., vol. 1, no. 1, pp. 24–34, 2020. doi 10.31101/jas.v1i1.1179
B. Singh, A. Kumar, and J. Watt, “Optimising electrical power supply sustainability using a grid-connected hybrid renewable energy system—a NHS hospital case study,” Energies, vol. 14, no. 21, p. 7084, 2021. doi https://doi.org/10.3390/EN14217084
J. Hervás-Zaragoza et al., “Microgrids as a mechanism for improving energy resilience during grid outages: A post COVID-19 case study for hospitals,” Renew. Energy, vol. 199, p. 132, 2022. doi https://doi.org/10.1016/j.renene.2022.08.132
T. Pynkyawati et al., “Sustainable concept application to wastewater treatment in NURI building at Dr. M. Salamun Bandung Hospital,” J. Archit. Res. Educ., vol. 2, no. 1, pp. 72–81, 2020. doi 10.17509/jare.v2i1.24106
A. Ackley et al., “Indoor environmental quality (IEQ) in healthcare facilities: A systematic literature review and gap analysis,” J. Build. Eng., vol. 86, p. 108787, 2024. doi https://doi.org/10.1016/j.jobe.2024.108787
M. M. H. Khan et al., “Green buildings and indoor air quality: A health and technological review,” J. Build. Eng., vol.1, 2023. doi 10.20944/preprints202308.0368.v1
P. Sigalingging, R. Ismanto, and M. M. Sudarwani, “The application of healing architecture and green architecture in hospital for children,” IOP Conf. Ser. Earth Environ. Sci., vol. 878, p. 012013, 2021. doi 10.1088/1755-1315/878/1/012013
Y. Song et al., “A comparative study on architectural design-related requirements of green building rating systems for new buildings,” Build., vol. 13, no. 124, 2023. doi https://doi.org/10.3390/buildings13010124
M. Keil, L. Frehse, M. Hagemeister, M. Knieß, O. Lange, T. Kronenberg, and W. Rogowski, “Carbon footprint of healthcare systems: A systematic review of evidence and methods,” BMJ Open, vol. 14, no. 4, p. e078464, Apr. 2024, doi: 10.1136/bmjopen-2023-078464.
D. Saraswati, I. Khaldun, and A. Affiano, “Building information modeling (BIM) applied to daylight simulation & analysis: Comparison of shading device,” BESt: J. Built Environ. Stud., vol. 6, no. 6, pp. 47–56, 2025. doi 10.22146/best.v6i1.18779
B. V. F. Silva et al., “Sustainable, green, or smart? Pathways for energy-efficient healthcare buildings,” Sustain. Cities Soc., vol. 100, p. 105013, 2024. doi https://doi.org/10.1016/j.scs.2023.105013
J. Qiu, “Analysis of energy consumption and efficiency of green buildings based on BIM technology,” in Proc. CONF-FMCE 2025 Symp.: AI Mach. Learn. Appl. Infrastruct. Eng., pp. 23–30, 2025. doi 10.54254/2755-2721/2025.MH25096
S. Mabdeh, H. Ali, and M. Al-Momani, “Life cycle assessment of energy retrofit measures in existing healthcare facility buildings: The case of developing countries,” Int. J. Energy Econ. Policy, vol. 12, no. 6, pp. 418–431, 2022, doi: 10.32479/ijeep.13683
T. M. Olatunde, E. T. Akinlabi, and P. A. Adedeji, “Review of energy-efficient HVAC technologies for sustainable buildings,” J. Build. Eng., vol. 84, p. 107119, 2024. doi 10.53771/ijstra.2024.6.2.0039
A. Del Regno et al., “Energy efficiency in hospitals: Comparative analysis of different HVAC configurations,” Energy Rep., vol. 9, pp. 3029–3041, 2023. doi https://doi.org/10.1080/17512549.2023.2266464
R. Zandi Doulabi, M. Amini, and H. Farzaneh, “Green hospitals: A glance at environmental sustainability and energy efficiency in global and Iranian contexts,” PowerTech J., vol. 3, no. 1, pp. 45–58, 2024.
N. A. Muslimin, N. N. Mansor, H. Mokhlis, M. N. Abdullah, and S. P. Ramli, “Lighting system optimization, components, and simulation tools for building installations: A review,” IEEE Access, vol. 13, pp. 1–16, Jun. 2025, doi: 10.1109/ACCESS.2025.3578983
A. Felice et al., “The Case Study of Lacor Hospital’s Energy Community: Economic feasibility of reducing diesel generators with PV + BESS,” Energies, vol. 16, no. 3, p. 1369, 2023. doi https://doi.org/10.3390/en16031369
DOI: http://dx.doi.org/10.36722/sst.v10i3.4781
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