An integrated approach of PCA and PROMETHEE in spatial assessment of circular economy indicators

Stanković, Jelena; Janković–Milić, Vesna; Marjanović, Ivana; Janjić, Jasmina

doi:10.1016/j.wasman.2021.04.057

Cited by 52 publications

(14 citation statements)

References 72 publications

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“…The PROMETHEE method is used to evaluate and make decisions on the basis of investor preferences, so that the results are more scientific and effective. [8] The specific steps are as follows :…”

Section: Entropy Weight-promethee Evaluation Modelmentioning

confidence: 99%

Research on investment evaluation model for microgrid projects based on PCA-PROMETHEE method

Shi,

Gao,

et al. 2024

Ninth International Conference on Energy Materials and Electrical Engineering (ICEMEE 2023)

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Grid-connected microgrid is an effective solution for large-scale distributed renewable been considered as an indispensable part of the future energy Internet. At present, the operation and control technology of grid-connected microgrid has been basically mature, but its economy and final implementation effect have no example reference, which restricts the promotion of grid-connected microgrid projects. This requires a comprehensive evaluation of the grid-connected microgrid project to explain the investment and operation benefits of the microgrid project. In this paper, the comprehensive evaluation of grid-connected microgrid project is studied, and a set of scientific and reasonable comprehensive evaluation index system of grid-connected microgrid project is constructed. Then, the principal component analysis method is used to screen the important evaluation indexes, and the entropy weight method is used to objectively empower the evaluation indexes. Finally, the PROMETHEE method is used to evaluate and sort the microgrid project scheme. The research results show that the grid-connected microgrid can balance the negative effects of intermittent power supply and energy storage facilities in the system, and provide theoretical basis and basis for the promotion of microgrid engineering.

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Section: Entropy Weight-promethee Evaluation Modelmentioning

confidence: 99%

Research on investment evaluation model for microgrid projects based on PCA-PROMETHEE method

Shi,

Gao,

et al. 2024

Ninth International Conference on Energy Materials and Electrical Engineering (ICEMEE 2023)

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“…The data we use is compiled from two sources (see, e.g., Manea et al, 2021 for a joint use of these two sources) to identify the influence of factors such as the CE and digital innovation in economic and social progress. Regarding CE, our analysis considers the four aforementioned indicators established by the European Commission, previously used in Stanković et al (2021), to carry out a comparative analysis of the development of CE in Europe. On the digitalization side, we use the Digital Economy and Society Index (DESI), which summarises the most relevant indicators of Europe's digital performance and tracks the evolution of EU Member States (European Commission, 2020).…”

Section: Sample and Variablesmentioning

confidence: 99%

Does digitalization foster the path to a circular economy? An exploratory analysis of European Union countries

Gil‐Lamata,

Fuentelsaz,

Latorre‐Martínez

2023

Corp Soc Responsibility Env

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European Union (EU) governments are placing intensified stress on both the development of the circular economy (CE) and digital performance. In spite of the strategic and economic relevance of these two scientific fields, there is a lack of evidence regarding their mutual effects and implications. We tackle this gap by analysing how digitalization favours the path towards the CE across EU member states. Firstly, a cluster analysis was conducted to identify groups of EU countries depending on circular behaviour, resulting in the Generators, Recyclers, Achievers, Innovators classification. Subsequently, an analysis of variance was performed to examine how the groups were influenced by the different contexts of digitization. This has allowed us to detect that the digitalization variables of human capital, integration of digital technology and digital public services, are key drivers of variability in the CE. Moreover, we have found that countries with similar circular behaviour share similar levels of digitalization variables.

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“…The normalization is not required, and the original data are used for the comparisons. In particular, Stanković et al (2021) create a synthetic index as a measure of the development of the circular economy at the national level using an integrated approach with the Principal Component Analysis (PCA) and the PROMETHEE; 4. Data Envelopment Analysis based methods, that is a non-parametric approach that adopts linear programming for a full compensation among the criteria.…”

Section: Multicriteria Decision Models For Building Synthetic Indexesmentioning

confidence: 99%

Urban resilience against natural disasters: Mapping the risk with an innovative indicators-based assessment approach

Anelli

Tajani

Ranieri

2022

Journal of Cleaner Production

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An integrated approach of PCA and PROMETHEE in spatial assessment of circular economy indicators

Cited by 52 publications

References 72 publications

Research on investment evaluation model for microgrid projects based on PCA-PROMETHEE method

Research on investment evaluation model for microgrid projects based on PCA-PROMETHEE method

Does digitalization foster the path to a circular economy? An exploratory analysis of European Union countries

Urban resilience against natural disasters: Mapping the risk with an innovative indicators-based assessment approach

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