4.7 Article

A comprehensive obstacle analysis framework on dispersed wind power: A case of China

Journal

JOURNAL OF CLEANER PRODUCTION
Volume 297, Issue -, Pages -

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.jclepro.2021.126684

Keywords

Dispersed wind power; Obstacles analysis; Pythagorean fuzzy numbers; DANP; K-means clustering algorithm

Funding

  1. National Social Science Fund of China [19AGL027]
  2. Fundamental Research Funds for the Central Universities [2020MS066, 2019QN061]

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This paper identifies and analyzes obstacles to the development of dispersed wind power through a three-stage process and improved DANP method, finding that lagged unified planning, financial difficulty, and restricted grid access are major obstacles. Suggestions such as building unified coordination platforms and dispersed wind power project groups are proposed.
Dispersed wind power is undoubtedly assisting sustainable development of society but hindered by various factors. To promote the development of dispersed wind power, this paper is devoted to obstacles identification and analysis to provide effective development proposals. Firstly, a three-stage process (namely collection, screening and improvement) is developed to extract common obstacles from literature and explore unique obstacles according to the characteristics and development status of dispersed wind power. Then, DANP method is improved to analyze interaction, interrelation and relative importance among filtered obstacles, where Pythagorean fuzzy numbers and K-Means clustering algorithm are introduced to modify incomplete information collection and arbitrary threshold determination, respectively. Three reasonable thresholds are determined according to clustering results, which divide the influence degree among obstacles into four categories (namely, high, moderate, low and no influence). The analysis results indicate that lagged unified planning ranks the first of obstacles, followed by financial difficulty and restricted grid access. On that basis, some practical proposals on regional coordinated development are suggested, including building unified coordination platforms and forming dispersed wind power project group. This paper does not only enrich material database for scholars, but also provide reference and guidance for government and related enterprises. (C) 2021 Elsevier Ltd. All rights reserved.

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