Inter-criteria dependencies-based decision support in the sustainable wind energy management

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Decision problems related to the wind energy require considering many, often interrelated and dependent on each other, criteria. To solve such problems, decision systems based on Multi-Criteria Decision Analysis (MCDA) methods are usually used. Unfortunately, most methods assume independence between the criteria, therefore, their application in decision problems related to the wind energy is debatable. This paper presents the use of the Analytic Network Process (ANP) method to solve a decision problem consisting in selecting the location and design of a wind farm. The use of the ANP method allows capturing the complexity of the decision problem by taking into consideration dependencies between criteria. As part of the verification of the solution, the results of the ANP method were compared with those of the Analytic Hierarchy Process (AHP) method, which uses only hierarchical dependencies between criteria. The conducted verification showed that the inter-criteria dependencies may have a significant influence on the obtained solution. On the basis of the conducted sensitivity analysis and the research into robustness of the rankings to the rank reversal phenomenon, it has been found out that the ranking obtained with the use of the ANP is characterized by a higher quality than by means of the AHP.

Tytuł
Inter-criteria dependencies-based decision support in the sustainable wind energy management
Twórca
Ziemba Paweł ORCID 0000-0002-4414-8547
Słowa kluczowe
Multi-Criteria Decision Analysis; sustainable wind energy management; sensitivity analysis; rank reversal; Analytic Network Process; Analytic Hierarchy Process
Data
2019
Typ zasobu
artykuł
Identyfikator zasobu
DOI 10.3390/en12040749
Źródło
Energies, 2019, vol. 12 iss. 4, [br. s.], 749
Język
angielski
Prawa autorskie
CC BY CC BY
Kategorie
Publikacje pracowników US
Data udostępnienia1 paź 2021, 14:24:55
Data mod.17 mar 2022, 12:10:15
DostępPubliczny
Aktywnych wyświetleń0