Supplier Selection in the Nuclear Power Industry with an Integrated ANP-TODIM Method under Z-Number Circumstances

Liu, Ya-hua; Peng, Hengming; Wang, Tieli; Wang, Xiaokang; Wang, Jianqiang

doi:10.3390/sym12081357

Cited by 13 publications

(3 citation statements)

References 54 publications

(70 reference statements)

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“…As an extension of prospect theory, the TODIM method incorporates decision-makers' risk preferences when evaluating the utility of energy storage applications, thereby reflecting the impact of decision-makers' psychological behavior on the results of evaluation and aligning the evaluation's outcomes more closely with the objective evaluation environment [20][21][22]. By calculating and analyzing the dominance of the evaluation' objects, the TODIM method facilitates the analysis of the approximate dominance levels of different evaluation objects, assisting decision-makers in excavating the horizontal evaluation information.…”

Section: Methods Of Evaluating the Utility Of Energy Storage-the Todi...mentioning

confidence: 99%

Value Evaluation Model of Multi-Temporal Energy Storage for Flexibility Provision in Microgrids

Chai,

Zhang,

Wei

et al. 2024

Energies

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With the advancement of distributed power generation technology and the deepening of the low-carbon transformation of energy structure, a high proportion of renewable energy has become an inevitable trend in future energy systems, especially for microgrids. However, the volatility and uncertainty associated with renewable energy pose significant challenges to the secure and stable operation of power systems, necessitating the exploration of the flexible regulation of resources. Energy storage, as a crucial flexible resource characterized by technological diversity and a variety of regulation capabilities, has been extensively studied and applied. Nonetheless, the high investment costs and limited returns of energy storage technology, coupled with the ambiguous utility in different scenarios under the current electricity market’s framework, complicate its broader application. To thoroughly analyze the utility of energy storage in facilitating flexible adjustments in microgrids, this study developed a composite weight-TODIM (an acronym in Portuguese for interactive and multi-criteria decision making) model for assessing the utility of energy storage that incorporates heterogeneity in the risk preferences. This model enabled a comparative analysis of the utility of energy storage technology across multiple scenarios, taking the risk preferences of decision-makers into account, thereby providing strategic insights for the application of multi-temporal energy storage in microgrids. The feasibility and effectiveness of the model were validated through a case study analysis.

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Section: Methods Of Evaluating the Utility Of Energy Storage-the Todi...mentioning

confidence: 99%

Value Evaluation Model of Multi-Temporal Energy Storage for Flexibility Provision in Microgrids

Chai,

Zhang,

Wei

et al. 2024

Energies

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“…Zhao et al [15] applied the TODIM method to stock decision selection under uncertain information. Liu et al [16] determined the criterion weights through the analytic network process (ANP) and applied TODIM to the selection of suppliers for nuclear power equipment. Tian et al [17] applied the TODIM method to select green suppliers considering the ambiguity of evaluation information and the psychological state of decision makers during the selection.…”

Section: Literature Reviewmentioning

confidence: 99%

Private‐Sector Partner Selection for Public‐Private Partnership Projects Based on Improved CRITIC‐EMW Weight and GRA ‐VIKOR Method

Weng

Yang

2022

Discrete Dynamics in Nature and Society

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When the government decides to use the public-private partnership (PPP) in projects, such as infrastructure construction, selecting a private-sector partner that meets the project's needs is one of the key factors for successful implementation, but this is ignored in existing research. On this basis, this paper proposes a GRA-VIKOR method based on the combined weight of the improved CRITIC-entropy weight method (EWM). The traditional CRITIC method is improved by combining it with EWM. The combined weights are measured, which reduces the limitations of the single weight. Considering the inherent correlation of evaluation indicators, the VIKOR method is combined with the grey relational analysis (GRA), which makes the results of the selection assessment more reasonable. This paper carries out a case study of the first inland navigation PPP project in China. Through preliminary tracking studies, it tests the effectiveness of the proposed method, the superiority of which is demonstrated by comparing the evaluation results with those of the traditional GRA methods, VIKOR, and TOPSIS.

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“…Liu [34] conducted a hybrid fuzzy TODIM-ERA method under intuitionistic fuzzy sets. Liu [35] combined Analytic Network Process with TODIM method under the Z-information environment. Fan [36] extended the Exponential TODIM method to probabilistic uncertain linguistic term sets.…”

Section: Introductionmentioning

confidence: 99%

An Extended TODIM Method and Applications for Multi-Attribute Group Decision-Making Based on Bonferroni Mean Operators under Probabilistic Linguistic Term Sets

Wang,

Zhou,

et al. 2023

Symmetry

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Due to the complexity and uncertainty of decision-making, probabilistic linguistic term sets (PLTSs) are currently important tools for qualitative evaluation of decision-makers. The asymmetry of evaluation information can easily lead to the loss of subjective preference information for decision-makers, and the existing operation of decision-maker evaluation information fusion operators is difficult to solve this problem. To solve such problems, this paper proposes some new operational methods for PLTSs based on Dombi T-conorm and T-norm. Considering the interrelationships between the input independent variables of PLTSs, the probabilistic linguistic weighted Dombi Bonferroni mean Power average (PLWDBMPA) operators are extended and the properties of these aggregation operators are proposed. Secondly, the PLWDBMPA operator is used to fuse the evaluation information of decision-makers, avoiding the loss of decision information as much as possible. This paper uses social media platforms and web crawler technology to obtain online comments from users on decision-making to obtain the public’s attitude towards decision events. TF-IDF and Word2Vec are used to calculate the weight of alternatives on each attribute. Under traditional group decision-making methods and integrating the wisdom of the public, a novel multi-attribute group decision-making method based on TODIM method is proposed. Finally, the case study of Turkey earthquake shelter selection proves this method is scientific and effective. Meanwhile, the superiority of this method was further verified through comparisons with the PL-TOPSIS, PLWA, SPOTIS and PROMETHEE method.

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Supplier Selection in the Nuclear Power Industry with an Integrated ANP-TODIM Method under Z-Number Circumstances

Cited by 13 publications

References 54 publications

Value Evaluation Model of Multi-Temporal Energy Storage for Flexibility Provision in Microgrids

Value Evaluation Model of Multi-Temporal Energy Storage for Flexibility Provision in Microgrids

Private‐Sector Partner Selection for Public‐Private Partnership Projects Based on Improved CRITIC‐EMW Weight and GRA ‐VIKOR Method

An Extended TODIM Method and Applications for Multi-Attribute Group Decision-Making Based on Bonferroni Mean Operators under Probabilistic Linguistic Term Sets

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