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Inventive problem-solving map of innovative carbon emission strategies for solar energy-based transportation investment projects

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  • Kou, Gang
  • Yüksel, Serhat
  • Dinçer, Hasan

Abstract

The transportation sector is also of great importance in terms of carbon emission problem. Significant amount of carbon dioxide is emitted into the atmosphere due to the use of fossil fuels in transport vehicles. Electric vehicles play a key role to overcome this problem. However, high cost is an important handicap in choosing electric vehicles, especially in road transport. Therefore, electric vehicles charged with solar energy can also contribute significantly to the solution of this problem. In this study, it is aimed to generate inventive problem-solving map of innovative carbon emission reduction strategies for transportation investment projects. Hence, this study illustrates causal relationships of innovative strategies for solar energy projects. Therefore, the influencing and influenced items can be defined. An extension of group decision-making (GDM) and spherical fuzzy numbers is proposed regarding solar energy projects. These principles are weighted by spherical fuzzy methodology. The main contribution of this study is to present significant strategies to increase the effectiveness of the solar energy investment projects with a novel hybrid decision-making methodology. Therefore, the analysis results have a positive contribution to the solution of carbon emission problem in the transportation industry. The findings explain that dynamicity is the most critical TRIZ-based factor that improves the effectiveness of solar energy projects because it has the greatest weight (0.267). Composite materials have an important impact in this scenario with the weight of 0.255. It is recommended that solar panels should be designed so that they can receive sunlight at different times vertically. Flexible structured solar panels should be considered that can change position according to the angle of the sun during the day. Thus, more electrical energy can be obtained.

Suggested Citation

  • Kou, Gang & Yüksel, Serhat & Dinçer, Hasan, 2022. "Inventive problem-solving map of innovative carbon emission strategies for solar energy-based transportation investment projects," Applied Energy, Elsevier, vol. 311(C).
    • Handle: RePEc:eee:appene:v:311:y:2022:i:c:s0306261922001453
    DOI: 10.1016/j.apenergy.2022.118680
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    as
    1. Huanhuan Jin & Shahzaib Ashraf & Saleem Abdullah & Muhammad Qiyas & Mahwish Bano & Shouzhen Zeng, 2019. "Linguistic Spherical Fuzzy Aggregation Operators and Their Applications in Multi-Attribute Decision Making Problems," Mathematics, MDPI, vol. 7(5), pages 1-22, May.
    2. Liliana Nicoleta Simionescu & Ştefan Cristian Gherghina & Hiba Tawil & Ziad Sheikha, 2021. "Does board gender diversity affect firm performance? Empirical evidence from Standard & Poor’s 500 Information Technology Sector," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-45, December.
    3. Muhammad Qiyas & Saleem Abdullah & Shahzaib Ashraf & Lazim Abdullah, 2019. "Linguistic Picture Fuzzy Dombi Aggregation Operators and Their Application in Multiple Attribute Group Decision Making Problem," Mathematics, MDPI, vol. 7(8), pages 1-22, August.
    4. Savvides, Andreas & Vassiliades, Constantinos & Michael, Aimilios & Kalogirou, Soteris, 2019. "Siting and building-massing considerations for the urban integration of active solar energy systems," Renewable Energy, Elsevier, vol. 135(C), pages 963-974.
    5. Taosheng Wang & Hongyan Zuo & C. H. Wu & B. Hu, 2021. "Combined soft measurement on key indicator parameters of new competitive advantages for China's export," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-24, December.
    6. Kuang-Hua Hu & Ming-Fu Hsu & Fu-Hsiang Chen & Mu-Ziyun Liu, 2021. "Identifying the key factors of subsidiary supervision and management using an innovative hybrid architecture in a big data environment," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-27, December.
    7. Gang Kou & Özlem Olgu Akdeniz & Hasan Dinçer & Serhat Yüksel, 2021. "Fintech investments in European banks: a hybrid IT2 fuzzy multidimensional decision-making approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-28, December.
    8. Jian Liu & Ziting Zhang & Lizhao Yan & Fenghua Wen, 2021. "Forecasting the volatility of EUA futures with economic policy uncertainty using the GARCH-MIDAS model," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-19, December.
    9. Dejun Qiu & Hasan Dinçer & Serhat Yüksel & Gözde Gülseven Ubay, 2020. "Multi-Faceted Analysis of Systematic Risk-Based Wind Energy Investment Decisions in E7 Economies Using Modified Hybrid Modeling with IT2 Fuzzy Sets," Energies, MDPI, vol. 13(6), pages 1-25, March.
    10. Buonomano, Annamaria & Calise, Francesco & d'Accadia, Massimo Dentice & Vicidomini, Maria, 2018. "A hybrid renewable system based on wind and solar energy coupled with an electrical storage: Dynamic simulation and economic assessment," Energy, Elsevier, vol. 155(C), pages 174-189.
    11. Muhammad Khalid Anser & Muhammad Azhar Khan & Khalid Zaman & Abdelmohsen A. Nassani & Sameh E. Askar & Muhammad Moinuddin Qazi Abro & Ahmad Kabbani, 2021. "Financial development during COVID-19 pandemic: the role of coronavirus testing and functional labs," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-13, December.
    12. Hasan Dinçer & Serhat Yüksel & Renata Korsakienė & Agota Giedrė Raišienė & Yuriy Bilan, 2019. "IT2 Hybrid Decision-Making Approach to Performance Measurement of Internationalized Firms in the Baltic States," Sustainability, MDPI, vol. 11(1), pages 1-22, January.
    13. Assaf, Jihane & Shabani, Bahman, 2019. "A novel hybrid renewable solar energy solution for continuous heat and power supply to standalone-alone applications with ultimate reliability and cost effectiveness," Renewable Energy, Elsevier, vol. 138(C), pages 509-520.
    14. Zhenfeng Liu & Jian Feng & Jinfeng Wang, 2020. "Resource-Constrained Innovation Method for Sustainability: Application of Morphological Analysis and TRIZ Inventive Principles," Sustainability, MDPI, vol. 12(3), pages 1-23, January.
    15. Jizhong Shao & Huixian Chen & Ting Zhu, 2016. "Solar Energy Block-Based Residential Construction for Rural Areas in the West of China," Sustainability, MDPI, vol. 8(4), pages 1-21, April.
    16. Jie Tang & Fanyong Meng & Francisco Javier Cabrerizo & Enrique Herrera-Viedma, 2020. "Group Decision Making with Interval-Valued Intuitionistic Multiplicative Linguistic Preference Relations," Group Decision and Negotiation, Springer, vol. 29(1), pages 169-206, February.
    17. Luo, Yongqiang & Zhang, Ling & Liu, Zhongbing & Yu, Jinghua & Xu, Xinhua & Su, Xiaosong, 2020. "Towards net zero energy building: The application potential and adaptability of photovoltaic-thermoelectric-battery wall system," Applied Energy, Elsevier, vol. 258(C).
    18. Dupont, Elise & Koppelaar, Rembrandt & Jeanmart, Hervé, 2020. "Global available solar energy under physical and energy return on investment constraints," Applied Energy, Elsevier, vol. 257(C).
    19. Wei Liu & Youfa Sun & Serhat Yüksel & Hasan Dinçer, 2021. "Consensus-based multidimensional due diligence of fintech-enhanced green energy investment projects," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-31, December.
    20. Zhang, Huanhuan & Kou, Gang & Peng, Yi, 2019. "Soft consensus cost models for group decision making and economic interpretations," European Journal of Operational Research, Elsevier, vol. 277(3), pages 964-980.
    21. Xiang Yin & Zhiyi Meng & Xin Yi & Yong Wang & Xia Hua, 2021. "Are “Internet+” tactics the key to poverty alleviation in China’s rural ethnic minority areas? Empirical evidence from Sichuan Province," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-19, December.
    22. Shio Gai Quek & Ganeshsree Selvachandran & Muhammad Munir & Tahir Mahmood & Kifayat Ullah & Le Hoang Son & Pham Huy Thong & Raghvendra Kumar & Ishaani Priyadarshini, 2019. "Multi-Attribute Multi-Perception Decision-Making Based on Generalized T-Spherical Fuzzy Weighted Aggregation Operators on Neutrosophic Sets," Mathematics, MDPI, vol. 7(9), pages 1-34, August.
    23. Xun Zhang & Fengbin Lu & Rui Tao & Shouyang Wang, 2021. "The time-varying causal relationship between the Bitcoin market and internet attention," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-19, December.
    24. Pelissari, Renata & Oliveira, Maria Célia & Ben Amor, Sarah & Abackerli, Alvaro José, 2019. "A new FlowSort-based method to deal with information imperfections in sorting decision-making problems," European Journal of Operational Research, Elsevier, vol. 276(1), pages 235-246.
    25. Yue Meng & Haoyue Wu & Wenjing Zhao & Wenkuan Chen & Hasan Dinçer & Serhat Yüksel, 2021. "A hybrid heterogeneous Pythagorean fuzzy group decision modelling for crowdfunding development process pathways of fintech-based clean energy investment projects," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-34, December.
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