Pattern-Based Set Partitioning Algorithm for the Integrated Sustainable Operation of a District Heating Network

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4

초록

District heating is a system of distributing heated water from centralized facilities to local homes and buildings. In this paper, we model the distribution planning problem as a supply chain planning problem and propose an explicit column generation algorithm to handle large-scale data and nonlinear constraints. The algorithm is successfully applied to a Korean district heating company and computational experiments show that the integrated operation of the district heating network increases the total profit compared to previous isolated networks.

키워드

district heating network; unit commitment problem; network flow problem; SYSTEMS; OPTIMIZATION; ENERGY; POWER; SIMULATION; STORAGE; DESIGN; PLANT
제목
Pattern-Based Set Partitioning Algorithm for the Integrated Sustainable Operation of a District Heating Network
저자
Song, Sang Hwa; Cheong, Taesu
DOI
10.3390/su10082774
발행일
2018-08
유형
Article
저널명
Sustainability
권
10
호
8