Sustainable Investment Strategy: A Fuzzy Nonlinear Multi-Objective Programming for Taiwan’s Solar Photovoltaic Billboards

In Taiwan, large advertising billboards on commercial buildings consume significant energy, exacerbating environmental challenges and straining sustainability efforts. This study explores the potential of rooftop solar photovoltaic systems (SPVS) to power these billboards, offering a dual solution f...

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Veröffentlicht in:Sustainability Jg. 17; H. 9; S. 3763
1. Verfasser: Lin, Yu-Feng
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Basel MDPI AG 01.05.2025
Schlagworte:
Advertising revenue
Air conditioning
Alternative energy sources
Billboards
Buildings
Carbon
Costs
Electric rates
Electricity
Emission standards
Emissions
Energy consumption
Energy storage
Energy use
Fuzzy algorithms
Fuzzy logic
Fuzzy systems
Green roofs
Greenhouse gases
Internal rate of return
Investment policy
Multiple criteria decision making
Optimization techniques
Payback periods
Photovoltaic power generation
Renewable resources
Research methodology
Sensitivity analysis
Solar energy
Sustainable development
Technology application
Urban areas
Taiwan
ISSN:2071-1050, 2071-1050
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Abstract In Taiwan, large advertising billboards on commercial buildings consume significant energy, exacerbating environmental challenges and straining sustainability efforts. This study explores the potential of rooftop solar photovoltaic systems (SPVS) to power these billboards, offering a dual solution for energy reduction and financial viability. Using a fuzzy nonlinear multi-objective programming approach, the research demonstrates that SPVS investments become profitable by the ninth year (0.7232% return), rising to 5.4463% by the twentieth year, while a 26-day reduction in construction time cuts carbon emissions by 223.11 kg. The innovative Revenue–Time–Cost–Quality–Carbon Emissions (RTCQCE) framework balances economic gains with environmental benefits, leveraging advertising revenue to fund SPVS. This model bridges a research gap by integrating financial and ecological factors, providing a practical tool for sustainable urban development in Taiwan.
AbstractList In Taiwan, large advertising billboards on commercial buildings consume significant energy, exacerbating environmental challenges and straining sustainability efforts. This study explores the potential of rooftop solar photovoltaic systems (SPVS) to power these billboards, offering a dual solution for energy reduction and financial viability. Using a fuzzy nonlinear multi-objective programming approach, the research demonstrates that SPVS investments become profitable by the ninth year (0.7232% return), rising to 5.4463% by the twentieth year, while a 26-day reduction in construction time cuts carbon emissions by 223.11 kg. The innovative Revenue–Time–Cost–Quality–Carbon Emissions (RTCQCE) framework balances economic gains with environmental benefits, leveraging advertising revenue to fund SPVS. This model bridges a research gap by integrating financial and ecological factors, providing a practical tool for sustainable urban development in Taiwan.
Audience Academic
Author Lin, Yu-Feng
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Cites_doi 10.1016/j.ijpe.2021.108338
10.1108/JFM-01-2022-0002
10.1016/j.enbuild.2021.111755
10.1016/j.apenergy.2021.116697
10.1108/ECAM-04-2022-0324
10.1016/j.jclepro.2023.136942
10.32479/ijeep.14258
10.1016/j.rser.2023.114101
10.1016/j.applthermaleng.2023.120607
10.3390/buildings14082441
10.1016/S0165-0114(01)00062-8
10.1007/s10668-022-02370-y
10.3233/JIFS-222968
10.1016/j.scitotenv.2020.143528
10.1287/mnsc.17.4.B141
10.1002/eng2.13074
10.1016/B978-1-4832-1450-4.50084-5
10.1016/j.eswa.2018.01.002
10.1016/j.nexus.2025.100361
10.1038/s41598-024-83284-9
10.51594/estj.v5i3.955
10.1080/15435075.2021.1954526
10.1080/00207727808941724
10.1016/S0026-2714(96)00040-6
10.1016/j.cles.2023.100070
10.3390/en16135161
10.3390/su16135720
10.1016/j.est.2023.106642
10.1016/j.applthermaleng.2017.12.094
10.1016/j.enconman.2022.116628
10.1016/j.envc.2021.100119
10.1155/2024/6676188
10.1016/0165-0114(87)90114-X
10.1016/j.enbenv.2025.01.006
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References Bodjanova (ref_16) 2002; 126
Liu (ref_5) 2023; 277
Ma (ref_23) 2023; 61
Bellman (ref_13) 1970; 17
Dubois (ref_14) 1978; 9
Zimmermann (ref_34) 1993; 1993
Vellasco (ref_36) 2018; 98
Burhan (ref_25) 2018; 132
ref_33
Christopher (ref_3) 2023; 405
Zhu (ref_37) 2024; 31
Huang (ref_35) 1997; 37
Khalilzadeh (ref_11) 2023; 25
Eti (ref_30) 2023; 44
ref_19
Seyedabadi (ref_22) 2021; 4
ref_18
Saccardo (ref_7) 2023; 5
Omole (ref_2) 2024; 5
Tawalbeh (ref_10) 2021; 759
Qureshi (ref_6) 2024; 18
Cuce (ref_21) 2024; 2024
Goggins (ref_20) 2023; 229
Zakeri (ref_26) 2021; 290
Mathaba (ref_12) 2025; 7
Chen (ref_4) 2022; 19
Kabir (ref_8) 2025; 17
Tsuchiya (ref_9) 2020; 42
Dong (ref_15) 1987; 24
Auza (ref_31) 2024; 191
Kumar (ref_17) 2023; 37
ref_29
ref_28
Kokchang (ref_24) 2023; 13
Magni (ref_27) 2022; 244
Ahmed (ref_1) 2022; 256
Adedokun (ref_32) 2024; 22
References_xml – volume: 244
  start-page: 108338
  year: 2022
  ident: ref_27
  article-title: Impact of financing and payout policy on the economic profitability of solar photovoltaic plants
  publication-title: Int. J. Prod. Econ.
  doi: 10.1016/j.ijpe.2021.108338
– volume: 22
  start-page: 64
  year: 2024
  ident: ref_32
  article-title: Structural equation modelling of risk factors influencing the success of building projects
  publication-title: J. Facil. Manag.
  doi: 10.1108/JFM-01-2022-0002
– volume: 256
  start-page: 111755
  year: 2022
  ident: ref_1
  article-title: Assessment of the renewable energy generation towards net-zero energy buildings: A review
  publication-title: Energy Build.
  doi: 10.1016/j.enbuild.2021.111755
– volume: 290
  start-page: 116697
  year: 2021
  ident: ref_26
  article-title: Policy options for enhancing economic profitability of residential solar photovoltaic with battery energy storage
  publication-title: Appl. Energy
  doi: 10.1016/j.apenergy.2021.116697
– volume: 31
  start-page: 789
  year: 2024
  ident: ref_37
  article-title: Investigating cooperative strategies in low-carbon public–private partnership projects through evolutionary game
  publication-title: Eng. Constr. Archit.
  doi: 10.1108/ECAM-04-2022-0324
– volume: 18
  start-page: 41
  year: 2024
  ident: ref_6
  article-title: Cost Benefit Analysis of Photovoltaic Systems in Urban Environments: A Comparative Study
  publication-title: Rev. Esp. Doc. Cient.
– volume: 405
  start-page: 136942
  year: 2023
  ident: ref_3
  article-title: Renewable energy potential towards attainment of net-zero energy buildings status—A critical review
  publication-title: J. Clean. Prod.
  doi: 10.1016/j.jclepro.2023.136942
– volume: 13
  start-page: 342
  year: 2023
  ident: ref_24
  article-title: Economic feasibility of hybrid solar-powered charging station with battery energy storage system in Thailand
  publication-title: Int. J. Energy Econ. Policy
  doi: 10.32479/ijeep.14258
– volume: 191
  start-page: 114101
  year: 2024
  ident: ref_31
  article-title: Review of cost objective functions in multi-objective optimization analysis of buildings
  publication-title: Renew. Sustain. Energy Rev.
  doi: 10.1016/j.rser.2023.114101
– volume: 229
  start-page: 120607
  year: 2023
  ident: ref_20
  article-title: A review on building-integrated photovoltaic/thermal systems for green buildings
  publication-title: Appl. Therm. Eng.
  doi: 10.1016/j.applthermaleng.2023.120607
– ident: ref_18
  doi: 10.3390/buildings14082441
– volume: 126
  start-page: 157
  year: 2002
  ident: ref_16
  article-title: A generalized α-cut
  publication-title: Fuzzy Sets Syst.
  doi: 10.1016/S0165-0114(01)00062-8
– volume: 25
  start-page: 7737
  year: 2023
  ident: ref_11
  article-title: Towards sustainable project scheduling with reducing environmental pollution of projects: Fuzzy multi-objective programming approach to a case study of Eastern Iran
  publication-title: Environ. Dev. Sustain.
  doi: 10.1007/s10668-022-02370-y
– volume: 44
  start-page: 4613
  year: 2023
  ident: ref_30
  article-title: Analysis of the suitability of the solar panels for hospitals: A new fuzzy decision-making model proposal with the T-spherical TOP-DEMATEL method
  publication-title: J. Intell. Fuzzy Syst.
  doi: 10.3233/JIFS-222968
– volume: 759
  start-page: 143528
  year: 2021
  ident: ref_10
  article-title: Environmental impacts of solar photovoltaic systems: A critical review of recent progress and future outlook
  publication-title: Sci. Total Environ.
  doi: 10.1016/j.scitotenv.2020.143528
– volume: 17
  start-page: B-141
  year: 1970
  ident: ref_13
  article-title: Decision-making in a fuzzy environment
  publication-title: Manag. Sci.
  doi: 10.1287/mnsc.17.4.B141
– volume: 7
  start-page: e13074
  year: 2025
  ident: ref_12
  article-title: Design of Hybrid Renewable Energy Systems: Integrating Multi-Objective Optimization into a Multi-Criteria Decision-Making Framework
  publication-title: Eng. Rep.
  doi: 10.1002/eng2.13074
– volume: 1993
  start-page: 795
  year: 1993
  ident: ref_34
  article-title: Applications of fuzzy set theory to mathematical programming
  publication-title: Read. Fuzzy Sets Intell. Syst.
  doi: 10.1016/B978-1-4832-1450-4.50084-5
– volume: 98
  start-page: 27
  year: 2018
  ident: ref_36
  article-title: A unified solution in fuzzy capital budgeting
  publication-title: Expert Syst. Appl.
  doi: 10.1016/j.eswa.2018.01.002
– volume: 17
  start-page: 100361
  year: 2025
  ident: ref_8
  article-title: An investigation of solar photovoltaic systems for potable water and lighting in socially and economically disadvantaged coastal regions
  publication-title: Energy Nexus
  doi: 10.1016/j.nexus.2025.100361
– ident: ref_33
  doi: 10.1038/s41598-024-83284-9
– volume: 5
  start-page: 1020
  year: 2024
  ident: ref_2
  article-title: Sustainable urban design: A review of eco-friendly building practices and community impact
  publication-title: Eng. Sci. Technol. J.
  doi: 10.51594/estj.v5i3.955
– volume: 19
  start-page: 664
  year: 2022
  ident: ref_4
  article-title: Determinants of installing solar power generation equipment in Taiwan: A viewpoint of integrating market environment and government policy
  publication-title: Int. J. Green Energy
  doi: 10.1080/15435075.2021.1954526
– volume: 9
  start-page: 613
  year: 1978
  ident: ref_14
  article-title: Operations on fuzzy numbers
  publication-title: Int. J. Syst. Sci.
  doi: 10.1080/00207727808941724
– volume: 37
  start-page: 447
  year: 1997
  ident: ref_35
  article-title: Fuzzy multi-objective optimization decision-making of reliability of series system
  publication-title: Microelectron. Reliab.
  doi: 10.1016/S0026-2714(96)00040-6
– volume: 5
  start-page: 100070
  year: 2023
  ident: ref_7
  article-title: Investment in photovoltaic energy: An attempt to frame Brazil within the 2030 passage target of the Paris agreement
  publication-title: Clean. Energy Syst.
  doi: 10.1016/j.cles.2023.100070
– ident: ref_29
  doi: 10.3390/en16135161
– ident: ref_19
  doi: 10.3390/su16135720
– volume: 61
  start-page: 106642
  year: 2023
  ident: ref_23
  article-title: Techno-economic optimization of hybrid solar system with energy storage for increasing the energy independence in green buildings
  publication-title: J. Energy Storage
  doi: 10.1016/j.est.2023.106642
– volume: 132
  start-page: 154
  year: 2018
  ident: ref_25
  article-title: Hydrogen at the rooftop: Compact CPV-hydrogen system to convert sunlight to hydrogen
  publication-title: Appl. Therm. Eng.
  doi: 10.1016/j.applthermaleng.2017.12.094
– volume: 277
  start-page: 116628
  year: 2023
  ident: ref_5
  article-title: Life cycle cost modelling and economic analysis of wind power: A state of art review
  publication-title: Energy Convers. Manag.
  doi: 10.1016/j.enconman.2022.116628
– volume: 4
  start-page: 100119
  year: 2021
  ident: ref_22
  article-title: Plant selection for green roofs and their impact on carbon sequestration and the building carbon footprint
  publication-title: Environ. Chall.
  doi: 10.1016/j.envc.2021.100119
– volume: 2024
  start-page: 6676188
  year: 2024
  ident: ref_21
  article-title: Thermal Analysis of Building Roofs with Latent Heat Storage for Reduction in Energy Consumption and CO2 Emissions: An Experimental and Numerical Research
  publication-title: Adv. Civ. Eng.
  doi: 10.1155/2024/6676188
– volume: 24
  start-page: 65
  year: 1987
  ident: ref_15
  article-title: Vertex methods for computing functions of fuzzy variable
  publication-title: Fuzzy Sets Syst.
  doi: 10.1016/0165-0114(87)90114-X
– volume: 42
  start-page: 100887
  year: 2020
  ident: ref_9
  article-title: Energy payback time analysis and return on investment of off-grid photovoltaic systems in rural areas of Tanzania
  publication-title: Sustain. Energy Technol. Assess.
– volume: 37
  start-page: 75
  year: 2023
  ident: ref_17
  article-title: An adaptive staggered investment strategy for promotion of residential rooftop solar PV installations in India
  publication-title: Int. J. Sustain. Energy Plan. Manag.
– ident: ref_28
  doi: 10.1016/j.enbenv.2025.01.006
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Snippet In Taiwan, large advertising billboards on commercial buildings consume significant energy, exacerbating environmental challenges and straining sustainability...
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StartPage 3763
SubjectTerms Advertising revenue
Air conditioning
Alternative energy sources
Billboards
Buildings
Carbon
Costs
Electric rates
Electricity
Emission standards
Emissions
Energy consumption
Energy storage
Energy use
Fuzzy algorithms
Fuzzy logic
Fuzzy systems
Green roofs
Greenhouse gases
Internal rate of return
Investment policy
Multiple criteria decision making
Optimization techniques
Payback periods
Photovoltaic power generation
Renewable resources
Research methodology
Sensitivity analysis
Solar energy
Sustainable development
Technology application
Urban areas
Title Sustainable Investment Strategy: A Fuzzy Nonlinear Multi-Objective Programming for Taiwan’s Solar Photovoltaic Billboards
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