Optimization of BIPV Utilization with Parametric Approach: Case Study on Nearly Zero Carbon Building Studio Design in Medan, Indonesia

Achmad Delianur Nasution (1), Dewi Larasati (2), Sarah Nadia (3), Arnott Ferels (4), Yuli Setyo Indartono (5), Harry Kurniawan (6)
(1) Department of Architecture, Universitas Sumatera Utara, Jl. Dr. T. Mansur 9, Medan, Indonesia
(2) Building Technology Research Group, School of Architecture, Planning and Policy Development, Institut Teknologi Bandung, Jl. Ganesa 10, Bandung, Indonesia
(3) Building Technology Research Group, School of Architecture, Planning and Policy Development, Institut Teknologi Bandung, Jl. Ganesa 10, Bandung, Indonesia
(4) Building Technology Research Group, School of Architecture, Planning and Policy Development, Institut Teknologi Bandung, Jl. Ganesa 10, Bandung, Indonesia
(5) New and Renewable Energy Research Center, Institut Teknologi Bandung, Jl. Ganesa 10, Bandung, Indonesia
(6) Department of Architecture, Universitas Gadjah Mada, Jl. Bulaksumur, Yogyakarta, Indonesia
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How to cite (IJASEIT) :
Nasution, Achmad Delianur, et al. “Optimization of BIPV Utilization With Parametric Approach: Case Study on Nearly Zero Carbon Building Studio Design in Medan, Indonesia”. International Journal on Advanced Science, Engineering and Information Technology, vol. 14, no. 4, Aug. 2024, pp. 1383-94, doi:10.18517/ijaseit.14.4.19773.
Buildings significantly consume fossil energy, leading to substantial carbon emissions contributing to global warming and rising sea levels. These environmental impacts pose serious challenges, necessitating a shift towards sustainable building designs. By integrating clean energy solutions into building architecture, we can reduce the environmental burden of emissions. This approach mitigates adverse effects on living organisms and ecosystems and promotes long-term sustainability and resilience in urban development. Building-Integrated Photovoltaic (BIPV) systems represent one such approach for substituting fossil energy. However, implementing BIPV effectively necessitates comprehensive analysis considering numerous parameters and variables. This paper introduces building design strategies employing the BIPV approach. The decision-making process in designing alternatives utilizes parametric methods, recognized for their ability to yield optimization results for various variables through the development of design algorithms. The study focuses on the design of a studio building at the University of North Sumatra. Comparative analysis of the results obtained through parametric design aims to identify the most favorable design outcomes. The research includes developing a parameterized design algorithm, workflow, and assessment results for selecting optimal design alternatives. The results indicate that the placement of PV panels on the side area (PVOS) has more potential than placement on the top area (PVOT). Despite the PVOT area being observed to be 0.57% smaller than PVOS, PVOS shows a significant increase in total Incident Radiation (IR), average IR, and total Energy Generated by 137.14%, 128.40%, and 132.97%, respectively.

W. Zhong, T. Schröder, and J. Bekkering, “Biophilic design in architecture and its contributions to health, well-being, and sustainability: A critical review,” Front. Archit. Res., vol. 11, no. 1, pp. 114–141, Feb. 2022, doi: 10.1016/j.foar.2021.07.006.

U. Ali, M. H. Shamsi, C. Hoare, E. Mangina, and J. O’Donnell, “Review of urban building energy modeling (UBEM) approaches, methods and tools using qualitative and quantitative analysis,” Energy Build., vol. 246, p. 111073, Sep. 2021, doi:10.1016/j.enbuild.2021.111073.

International Energy Agency, “Key World Energy Statistics 2020,” Paris, 2020. Accessed: Jun. 07, 2024. [Online]. Available: https://www.iea.org/reports/key-world-energy-statistics-2020

Deloitte Research Center for Energy & Industrials, “2024 Engineering and Construction Industry Outlook,” Deloitte Insight, 2023, Accessed: Aug. 22, 2024. [Online]. Available: https://www2.deloitte.com/us/en/insights/industry/engineering-and-construction/engineering-and-construction-industry-outlook.html

Deloitte Center for Financial Services, “2024 Commercial Real Estate Outlook,” Deloitte Insight, 2023, Accessed: Aug. 22, 2024. [Online]. Available: https://www2.deloitte.com/us/en/insights/industry/financial-services/commercial-real-estate-outlook.html

ScienceDirect, “National Energy Policy - an overview | ScienceDirect Topics,” ScienceDirect, 2024, Accessed: Aug. 22, 2024. [Online]. Available: https://www.sciencedirect.com/topics/social-sciences/national-energy-policy

Y. Li, Y. Mao, W. Wang, and N. Wu, “Net-Zero Energy Consumption Building in China: An Overview of Building-Integrated Photovoltaic Case and Initiative toward Sustainable Future Development,” Buildings, vol. 13, no. 8, p. 2024, Aug. 2023, doi:10.3390/buildings13082024.

M. Farghali et al., “Strategies to save energy in the context of the energy crisis: a review,” Environ. Chem. Lett., vol. 21, no. 4, pp. 2003–2039, Aug. 2023, doi: 10.1007/s10311-023-01591-5.

S. R. S. Aldhshan, K. N. Abdul Maulud, W. S. Wan Mohd Jaafar, O. A. Karim, and B. Pradhan, “Energy Consumption and Spatial Assessment of Renewable Energy Penetration and Building Energy Efficiency in Malaysia: A Review,” Sustainability, vol. 13, no. 16, p. 9244, Aug. 2021, doi: 10.3390/su13169244.

D. Dahiya and B. Laishram, “Life cycle energy analysis of buildings: A systematic review,” Build. Environ., vol. 252, p. 111160, Mar. 2024, doi: 10.1016/j.buildenv.2024.111160.

P. Mêda, D. Calvetti, E. Hjelseth, and H. Sousa, “Incremental Digital Twin Conceptualisations Targeting Data-Driven Circular Construction,” Buildings, vol. 11, no. 11, p. 554, Nov. 2021, doi:10.3390/buildings11110554.

H. Karimi, M. A. Adibhesami, H. Bazazzadeh, and S. Movafagh, “Green Buildings: Human-Centered and Energy Efficiency Optimization Strategies,” Energies, vol. 16, no. 9, p. 3681, Apr. 2023, doi: 10.3390/en16093681.

Y. Zhu and Y. Hu, “The Correlation between Urban Form and Carbon Emissions: A Bibliometric and Literature Review,” Sustainability, vol. 15, no. 18, p. 13439, Sep. 2023, doi: 10.3390/su151813439.

O. Hamilton, I., and Rapf, “Executive summary of the 2020 global status report for buildings and construction, Global Alliance for Buildings and Construction,” 2021. [Online]. Available: https://wedocs.unep.org/bitstream/handle/20.500.11822/34572/GSR_ES.pdf?sequence=3&isAllowed=y.

M. Bonomolo, U. Jakob, D. Neyer, M. Strobel, and S. Vasta, “Integration of Solar Cooling Systems in Buildings in Sunbelt Region: An Overview,” Buildings, vol. 13, no. 9, p. 2169, Aug. 2023, doi: 10.3390/buildings13092169.

A. Adel, “Unlocking the Future: Fostering Human–Machine Collaboration and Driving Intelligent Automation through Industry 5.0 in Smart Cities,” Smart Cities, vol. 6, no. 5, pp. 2742–2782, Oct. 2023, doi: 10.3390/smartcities6050124.

M. Amiri, M. Hashemi-Tabatabaei, M. Ghahremanloo, M. Keshavarz-Ghorabaee, E. K. Zavadskas, and A. Kaklauskas, “Evaluating Life Cycle of Buildings Using an Integrated Approach Based on Quantitative-Qualitative and Simplified Best-Worst Methods (QQM-SBWM),” Sustainability, vol. 13, no. 8, p. 4487, Apr. 2021, doi:10.3390/su13084487.

N. Kafa, A. Jaegler, and J. Sarkis, “Harnessing Corporate Sustainability Decision-Making Complexity: A Field Study of Complementary Approaches,” Sustainability, vol. 12, no. 24, p. 10584, Dec. 2020, doi: 10.3390/su122410584.

Z. Yang and Z. Xiao, “A Review of the Sustainable Development of Solar Photovoltaic Tracking System Technology,” Energies, vol. 16, no. 23, p. 7768, Nov. 2023, doi: 10.3390/en16237768.

S. Gupta et al., “Estimation of Solar Radiation with Consideration of Terrestrial Losses at a Selected Location—A Review,” Sustainability, vol. 15, no. 13, p. 9962, Jun. 2023, doi: 10.3390/su15139962.

M. Makkiabadi et al., “Performance Evaluation of Solar Power Plants: A Review and a Case Study,” Processes, vol. 9, no. 12, p. 2253, Dec. 2021, doi: 10.3390/pr9122253.

IESR, “Indonesia Clean Energy Outlook: Tracking Progress and Review of Clean Energy Development in Indonesia,” Jakarta, 2019. [Online]. Available: www.iesr.or.id

G. Kumar Dalapati et al., “Maximizing solar energy production in ASEAN region: Opportunity and challenges,” Results Eng., vol. 20, p. 101525, Dec. 2023, doi: 10.1016/j.rineng.2023.101525.

A. K. Shukla, K. Sudhakar, P. Baredar, and R. Mamat, “BIPV in Southeast Asian countries – opportunities and challenges,” Renew. Energy Focus, vol. 21, pp. 25–32, Oct. 2017, doi: 10.1016/j.ref.2017.07.001.

N. A. Pambudi et al., “Renewable Energy in Indonesia: Current Status, Potential, and Future Development,” Sustainability, vol. 15, no. 3, p. 2342, Jan. 2023, doi: 10.3390/su15032342.

A. Ghazali, E. I. Salleh, L. C. Haw, S. Mat, and K. Sopian, “Feasibility of vertical photovoltaic system on high-rise building in Malaysia: performance evaluation,” Int. J. Low-Carbon Technol., vol. 12, no. 3, pp. 263–271, Sep. 2017, doi: 10.1093/ijlct/ctw025.

A. K. Pandey et al., “Solar Energy Utilization Techniques, Policies, Potentials, Progresses, Challenges and Recommendations in ASEAN Countries,” Sustainability, vol. 14, no. 18, p. 11193, Sep. 2022, doi: 10.3390/su141811193.

H. Damayanti, F. Tumiwa, and M. Citraningrum, “Residential Rooftop Solar: Technical and Market Potential in 34 Provinces in Indonesia,” Jakarta, 2019.

N. Papadakis and D. A. Katsaprakakis, “A Review of Energy Efficiency Interventions in Public Buildings,” Energies, vol. 16, no. 17, p. 6329, Aug. 2023, doi: 10.3390/en16176329.

D. A. Chwieduk, “Towards modern options of energy conservation in buildings,” Renew. Energy, vol. 101, pp. 1194–1202, Feb. 2017, doi: 10.1016/j.renene.2016.09.061.

I. Nuñez, E. E. Cano, E. Cruz, and C. Rovetto, “Designing a Comprehensive and Flexible Architecture to Improve Energy Efficiency and Decision-Making in Managing Energy Consumption and Production in Panama,” Appl. Sci., vol. 13, no. 9, p. 5707, May 2023, doi: 10.3390/app13095707.

D. Jordan, T. Barnes, N. Haegel, and I. Repins, “Build solar-energy systems to last — save billions,” Nature, vol. 600, no. 7888, pp. 215–217, Dec. 2021, doi: 10.1038/d41586-021-03626-9.

H. M. Maghrabie et al., “State-of-the-Art Technologies for Building-Integrated Photovoltaic Systems,” Buildings, vol. 11, no. 9, p. 383, Aug. 2021, doi: 10.3390/buildings11090383.

P. Heinstein, C. Ballif, and L.-E. Perret-Aebi, “Building Integrated Photovoltaics (BIPV): Review, Potentials, Barriers and Myths,” Green, vol. 3, no. 2, Jan. 2013, doi: 10.1515/green-2013-0020.

W. Wang, H. Yang, and C. Xiang, “Green roofs and facades with integrated photovoltaic system for zero energy eco-friendly building – A review,” Sustain. Energy Technol. Assessments, vol. 60, p. 103426, Dec. 2023, doi: 10.1016/j.seta.2023.103426.

R. Khalifeeh, H. Alrashidi, N. Sellami, T. Mallick, and W. Issa, “State-of-the-Art Review on the Energy Performance of Semi-Transparent Building Integrated Photovoltaic across a Range of Different Climatic and Environmental Conditions,” Energies, vol. 14, no. 12, p. 3412, Jun. 2021, doi: 10.3390/en14123412.

E. Oudot, K. Gholmane, D. A. H. Fakra, and R. Benelmir, “Energetic Valorization of the Innovative Building Envelope: An Overview of Electric Production System Optimization,” Sustainability, vol. 16, no. 6, p. 2305, Mar. 2024, doi: 10.3390/su16062305.

S. Ghosh and R. Yadav, “Future of photovoltaic technologies: A comprehensive review,” Sustain. Energy Technol. Assessments, vol. 47, p. 101410, Oct. 2021, doi: 10.1016/j.seta.2021.101410.

A. Machín and F. Márquez, “Advancements in Photovoltaic Cell Materials: Silicon, Organic, and Perovskite Solar Cells,” Materials (Basel)., vol. 17, no. 5, p. 1165, Mar. 2024, doi: 10.3390/ma17051165.

R. Dallaev, T. Pisarenko, N. Papež, and V. Holcman, “Overview of the Current State of Flexible Solar Panels and Photovoltaic Materials,” Materials (Basel)., vol. 16, no. 17, p. 5839, Aug. 2023, doi:10.3390/ma16175839.

S. Khan, K. Sudhakar, M. Hazwan Yusof, and S. Sundaram, “Review of Building Integrated Photovoltaics System for Electric Vehicle Charging,” Chem. Rec., vol. 24, no. 3, Mar. 2024, doi:10.1002/tcr.202300308.

V. J. Reddy, N. P. Hariram, M. F. Ghazali, and S. Kumarasamy, “Pathway to Sustainability: An Overview of Renewable Energy Integration in Building Systems,” Sustainability, vol. 16, no. 2, p. 638, Jan. 2024, doi: 10.3390/su16020638.

L. M. Shaker, A. A. Al-Amiery, M. M. Hanoon, W. K. Al-Azzawi, and A. A. H. Kadhum, “Examining the influence of thermal effects on solar cells: a comprehensive review,” Sustain. Energy Res., vol. 11, no. 1, p. 6, Feb. 2024, doi: 10.1186/s40807-024-00100-8.

L. Gunarathna, “Opportunities for blockchain application in distributed solar energy (DSE) projects,” RMIT University, 2022. [Online]. Available: https://researchrepository.rmit.edu.au/esploro/outputs/doctoral/Opportunities-for-blockchain-application-in-distributed/9922207012801341

D. D. Furszyfer Del Rio et al., “Decarbonizing the glass industry: A critical and systematic review of developments, sociotechnical systems and policy options,” Renew. Sustain. Energy Rev., vol. 155, p. 111885, Mar. 2022, doi: 10.1016/j.rser.2021.111885.

D. S. Vijayan et al., “Advancements in Solar Panel Technology in Civil Engineering for Revolutionizing Renewable Energy Solutions—A Review,” Energies, vol. 16, no. 18, p. 6579, Sep. 2023, doi:10.3390/en16186579.

U. G. D. Madushika and W. Lu, “Green retrofitting application in developing economies: State of the art and future research directions,” Energy Build., vol. 301, p. 113712, Dec. 2023, doi:10.1016/j.enbuild.2023.113712.

H. Lan, Z. Gou, and Y. Lu, “Machine learning approach to understand regional disparity of residential solar adoption in Australia,” Renew. Sustain. Energy Rev., vol. 136, p. 110458, Feb. 2021, doi: 10.1016/j.rser.2020.110458.

Agency for the Assessment and Application of Technology, OUTLOOK ENERGI INDONESIA 2021 Perspektif Teknologi Energi Indonesia: Tenaga Surya untuk Penyediaan Energi Charging Station. 2021.

V. Kapsalis et al., “Bottom-up energy transition through rooftop PV upscaling: Remaining issues and emerging upgrades towards NZEBs at different climatic conditions,” Renew. Sustain. Energy Transit., vol. 5, p. 100083, Aug. 2024, doi: 10.1016/j.rset.2024.100083.

V. Kapsalis et al., “Critical assessment of large-scale rooftop photovoltaics deployment in the global urban environment,” Renew. Sustain. Energy Rev., vol. 189, p. 114005, Jan. 2024, doi:10.1016/j.rser.2023.114005.

G. Asefi, A. Habibollahzade, T. Ma, E. Houshfar, and R. Wang, “Thermal management of building-integrated photovoltaic/thermal systems: A comprehensive review,” Sol. Energy, vol. 216, pp. 188–210, Mar. 2021, doi: 10.1016/j.solener.2021.01.005.

O. Arriaga Arruti, A. Virtuani, and C. Ballif, “Long‐term performance and reliability of silicon heterojunction solar modules,” Prog. Photovoltaics Res. Appl., vol. 31, no. 7, pp. 664–677, Jul. 2023, doi: 10.1002/pip.3688.

T. Wilberforce, A. G. Olabi, E. T. Sayed, K. Elsaid, H. M. Maghrabie, and M. A. Abdelkareem, “A review on zero energy buildings – Pros and cons,” Energy Built Environ., vol. 4, no. 1, pp. 25–38, Feb. 2023, doi: 10.1016/j.enbenv.2021.06.002.

S. Constantinou, F. Al‐naemi, H. Alrashidi, T. Mallick, and W. Issa, “A review on technological and urban sustainability perspectives of advanced building‐integrated photovoltaics,” Energy Sci. Eng., vol. 12, no. 3, pp. 1265–1293, Mar. 2024, doi: 10.1002/ese3.1639.

T. Vroon, E. Teunissen, M. Drent, S. O. Negro, and W. G. J. H. M. van Sark, “Escaping the niche market: An innovation system analysis of the Dutch building integrated photovoltaics (BIPV) sector,” Renew. Sustain. Energy Rev., vol. 155, p. 111912, Mar. 2022, doi:10.1016/j.rser.2021.111912.

C. Vassiliades et al., “Building integration of active solar energy systems: A review of geometrical and architectural characteristics,” Renew. Sustain. Energy Rev., vol. 164, p. 112482, Aug. 2022, doi:10.1016/j.rser.2022.112482.

J. Fernandes, M. C. Santos, and R. Castro, “Introductory Review of Energy Efficiency in Buildings Retrofits,” Energies, vol. 14, no. 23, p. 8100, Dec. 2021, doi: 10.3390/en14238100.

Y. Li, Y. Zhao, Y. Chi, Y. Hong, and J. Yin, “Shape-morphing materials and structures for energy-efficient building envelopes,” Mater. Today Energy, vol. 22, p. 100874, Dec. 2021, doi:10.1016/j.mtener.2021.100874.

I. Kistelegdi, K. R. Horváth, T. Storcz, and Z. Ercsey, “Building Geometry as a Variable in Energy, Comfort, and Environmental Design Optimization—A Review from the Perspective of Architects,” Buildings, vol. 12, no. 1, p. 69, Jan. 2022, doi:10.3390/buildings12010069.

N. Bushra, “A comprehensive analysis of parametric design approaches for solar integration with buildings: A literature review,” Renew. Sustain. Energy Rev., vol. 168, p. 112849, Oct. 2022, doi:10.1016/j.rser.2022.112849.

F. Frontini, P. Bonomo, D. Moser, and L. Maturi, “Building integrated photovoltaic facades: challenges, opportunities and innovations,” in Rethinking Building Skins, Elsevier, 2022, pp. 201–229. doi:10.1016/B978-0-12-822477-9.00012-7.

N. Skandalos and D. Karamanis, “An optimization approach to photovoltaic building integration towards low energy buildings in different climate zones,” Appl. Energy, vol. 295, p. 117017, Aug. 2021, doi: 10.1016/j.apenergy.2021.117017.

A. Taşer, B. K. Koyunbaba, and T. Kazanasmaz, “Thermal, daylight, and energy potential of building-integrated photovoltaic (BIPV) systems: A comprehensive review of effects and developments,” Sol. Energy, vol. 251, pp. 171–196, Feb. 2023, doi:10.1016/j.solener.2022.12.039.

F. Vahdatikhaki, N. Salimzadeh, and A. Hammad, “Optimization of PV modules layout on high-rise building skins using a BIM-based generative design approach,” Energy Build., vol. 258, p. 111787, Mar. 2022, doi: 10.1016/j.enbuild.2021.111787.

B. Tian, “A LiDAR DSM based geometry modelling method to improve solar irradiance simulation and PV yield prediction in urban environments,” Eindhoven University of Technology, 2021.

N. Rane, S. Choudhary, and J. Rane, “Leading-edge technologies for architectural design: a comprehensive review,” SSRN Electron. J., 2023, doi: 10.2139/ssrn.4637891.

N. Gu, R. Yu, and P. A. Behbahani, “Parametric Design: Theoretical Development and Algorithmic Foundation for Design Generation in Architecture,” in Handbook of the Mathematics of the Arts and Sciences, Cham: Springer International Publishing, 2021, pp. 1361–1383. doi: 10.1007/978-3-319-57072-3_8.

S. Yazdi Bahri, M. Alier Forment, A. Sanchez Riera, F. Bagheri Moghaddam, M. J. Casañ Guerrero, and A. M. Llorens Garcia, “A literature review on thermal comfort performance of parametric façades,” Energy Reports, vol. 8, pp. 120–128, Dec. 2022, doi: 10.1016/j.egyr.2022.10.245.

M. L. Castro Pena, A. Carballal, N. Rodríguez-Fernández, I. Santos, and J. Romero, “Artificial intelligence applied to conceptual design. A review of its use in architecture,” Autom. Constr., vol. 124, p. 103550, Apr. 2021, doi: 10.1016/j.autcon.2021.103550.

K. Sawatmongkhonkul, E. Joneurairatana, and V. Sirivesmas, “Exploring Parametric Concepts and Principles for Furniture and Interior Design,” Interiority, vol. 7, no. 1, Jan. 2024, doi:10.7454/in.v7i1.311.

A. Badzlin and A. Indraprastha, “A light of Play: Demystifying Daylight-driven Spatial Sensation Modeling through Image-based Analysis,” IOP Conf. Ser. Earth Environ. Sci., vol. 764, no. 1, p. 012009, May 2021, doi: 10.1088/1755-1315/764/1/012009.

R. Shan and L. Junghans, “Multi-Objective Optimization for High-Performance Building Facade Design: A Systematic Literature Review,” Sustainability, vol. 15, no. 21, p. 15596, Nov. 2023, doi:10.3390/su152115596.

S. Jiang, M. Wang, and L. Ma, “Gaps and requirements for applying automatic architectural design to building renovation,” Autom. Constr., vol. 147, p. 104742, Mar. 2023, doi: 10.1016/j.autcon.2023.104742.

N. Martín-Chivelet et al., “Building-Integrated Photovoltaic (BIPV) products and systems: A review of energy-related behavior,” Energy Build., vol. 262, p. 111998, May 2022, doi:10.1016/j.enbuild.2022.111998.

H. E. Rababah, A. Ghazali, and M. H. Mohd Isa, “Building Integrated Photovoltaic (BIPV) in Southeast Asian Countries: Review of Effects and Challenges,” Sustainability, vol. 13, no. 23, p. 12952, Nov. 2021, doi: 10.3390/su132312952.

S. Quintana, P. Huang, P. Saini, and X. Zhang, “A preliminary techno-economic study of a building integrated photovoltaic (BIPV) system for a residential building cluster in Sweden by the integrated toolkit of BIM and PVSITES,” Intell. Build. Int., vol. 13, no. 1, pp. 51–69, Jan. 2021, doi: 10.1080/17508975.2020.1765134.

M. Psillaki et al., “Hospitals’ Energy Efficiency in the Perspective of Saving Resources and Providing Quality Services through Technological Options: A Systematic Literature Review,” Energies, vol. 16, no. 2, p. 755, Jan. 2023, doi: 10.3390/en16020755.

M. Gopal, H. G. Lemu, and E. M. Gutema, “Sustainable Additive Manufacturing and Environmental Implications: Literature Review,” Sustainability, vol. 15, no. 1, p. 504, Dec. 2022, doi:10.3390/su15010504.

L. Jiang, S. Cui, P. Sun, Y. Wang, and C. Yang, “Comparison of Monocrystalline and Polycrystalline Solar Modules,” in 2020 IEEE 5th Information Technology and Mechatronics Engineering Conference (ITOEC), IEEE, Jun. 2020, pp. 341–344. doi:10.1109/ITOEC49072.2020.9141722.

Ladybug Tools, “Incident Radiation | Ladybug Primer,” Ladybug Tools, 2023, Accessed: Nov. 17, 2023. [Online]. Available: https://docs.ladybug.tools/ladybug-primer/components/3_analyzegeometry/incident_radiation

K. Ahmed Ali, M. I. Ahmad, and Y. Yusup, “Issues, Impacts, and Mitigations of Carbon Dioxide Emissions in the Building Sector,” Sustainability, vol. 12, no. 18, p. 7427, Sep. 2020, doi: 10.3390/su12187427.

“Zero Carbon Building Design Standard Version 3,” Canada Green Building Council. [Online]. Available: https://www.cagbc.org/

B. Baharuddin, “Analisis Potensi Tegakan Bambu Parring (Gigantochloa Atter) sebagai Penyerap dan Penyimpan Karbon (Studi Kasus Pengelolaan Hutan Bambu Rakyat di Tanralili Kabupaten Maros).,” 2013.

R. J. N. Jakica and J. E. Yang, “BIPV Design and Performance Modelling: Tools and Methods,” 2019.

Robert McNeel & Associates, “Rhinoceros 3D,” Robert McNeel Assoc., 2022, Accessed: Nov. 22, 2024. [Online]. Available: https://www.rhino3d.com/

Robert McNeel & Associates, “Grasshopper,” Robert McNeel Assoc., 2022, Accessed: Nov. 22, 2024. [Online]. Available: https://www.grasshopper3d.com/

J. de S. Freitas, J. Cronemberger, R. M. Soares, and C. N. D. Amorim, “Modeling and assessing BIPV envelopes using parametric Rhinoceros plugins Grasshopper and Ladybug,” Renew. Energy, vol. 160, pp. 1468–1479, Nov. 2020, doi: 10.1016/j.renene.2020.05.137.

J. Hofer, A. Groenewolt, P. Jayathissa, Z. Nagy, and A. Schlueter, “Parametric analysis and systems design of dynamic photovoltaic shading modules,” Energy Sci. Eng., vol. 4, no. 2, pp. 134–152, Mar. 2016, doi: 10.1002/ese3.115.

C.-M. Kuan, S.-C., Chan, C.-C., and Shu, “A Study of BIPV Net-Zero Energy Building,” Int. J. Smart Grid Clean Energy, vol. 3, no. 1, pp. 64–69, 2013.

E. Saretta, P. Bonomo, and F. Frontini, “A calculation method for the BIPV potential of Swiss façades at LOD2.5 in urban areas: A case from Ticino region,” Sol. Energy, vol. 195, pp. 150–165, Jan. 2020, doi: 10.1016/j.solener.2019.11.062.

Climate.OneBuilding, “climate.onebuilding.org.,” climate.onebuilding.org, 2024, Accessed: Oct. 07, 2023. [Online]. Available: https://climate.onebuilding.org/

Climate.OneBuilding, “EnergyPlus Weather File (EPW) Data Dictionary: Auxiliary Programs — EnergyPlus 8.3.,” 2015, Accessed: Nov. 17, 2023. [Online]. Available: https://bigladdersoftware.com/epx/docs/8-3/auxiliary-programs/energyplus-weather-file-epw-data-dictionary.html

Climate.OneBuilding, “IDN_Indonesia,” 2023, Accessed: Dec. 10, 2023. [Online]. Available: https://climate.onebuilding.org/WMO_Region_5_Southwest_Pacific/IDN_Indonesia/index.html

Ladybug Tools, “Photovoltaics Surface - Ladybug - Component for Grasshopper.,” Grasshopp. Docs, 2023, [Online]. Available: https://grasshopperdocs.com/components/ladybug/photovoltaicsSurface.html

Ladybug Tools, “Simplified Photovoltaics Module - Ladybug - Component for Grasshopper,” Grasshopp. Docs, 2023, Accessed: Oct. 07, 2023. [Online]. Available: https://grasshopperdocs.com/components/ladybug/simplifiedPhotovoltaicsModule.html

Google Maps, “Kualanamu International Airport, North Sumatera Utara, Indonesia,” Google Maps, 2023, Accessed: Nov. 17, 2023. [Online]. Available: https://maps.app.goo.gl/xbhrbLC7W1y8qr1R9

V. Khare, P. Chaturvedi, and M. Mishra, “Solar energy system concept change from trending technology: A comprehensive review,” e-Prime - Adv. Electr. Eng. Electron. Energy, vol. 4, p. 100183, Jun. 2023, doi:10.1016/j.prime.2023.100183.

M. E. Matius et al., “On the Optimal Tilt Angle and Orientation of an On-Site Solar Photovoltaic Energy Generation System for Sabah’s Rural Electrification,” Sustainability, vol. 13, no. 10, p. 5730, May 2021, doi: 10.3390/su13105730.

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