TY - JOUR
T1 - Fuzzy multi-objective forest biomass-to-biofuel facility location problem with social consideration
AU - Lin, Chun-Cheng
AU - Liu, Wan Yu
AU - Huang, Guan Lin
N1 - Publisher Copyright:
© 2019 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/) Peer-review under responsibility of the scientific committee of ICAE2018 - The 10th International Conference on Applied Energy.
PY - 2019
Y1 - 2019
N2 - This study proposes a novel multiple-objective forest biomass-to-biofuel facility location problem with social consideration and uncertainties, which determines locations of forest biomass-to-biofuel facilities so as to satisfy the energy demand, while the scale of facilities is limited. Aside from the two objectives (i.e., minimizing cost and pollution) that were often discussed in previous problems, the problem in this study additionally considers an objective from the social aspect, i.e., maximizing the job opportunity by opening facilities. Furthermore, many uncertain factors may affect the number of days of operating biomass energy facilities as well as biomass production; the demand of biomass energy is uncertain with the unstable price of fossil fuels; and the number of job offers is uncertain. Therefore, we adopt fuzzy theory to add environmental uncertainties in the problem. To solve this problem, we employ the geographic information system to obtain candidate locations of facilities and biomass, and then use fuzzy multiple objective linear programming to solve the problem. From experimental results, the conflict between objectives can be observed.
AB - This study proposes a novel multiple-objective forest biomass-to-biofuel facility location problem with social consideration and uncertainties, which determines locations of forest biomass-to-biofuel facilities so as to satisfy the energy demand, while the scale of facilities is limited. Aside from the two objectives (i.e., minimizing cost and pollution) that were often discussed in previous problems, the problem in this study additionally considers an objective from the social aspect, i.e., maximizing the job opportunity by opening facilities. Furthermore, many uncertain factors may affect the number of days of operating biomass energy facilities as well as biomass production; the demand of biomass energy is uncertain with the unstable price of fossil fuels; and the number of job offers is uncertain. Therefore, we adopt fuzzy theory to add environmental uncertainties in the problem. To solve this problem, we employ the geographic information system to obtain candidate locations of facilities and biomass, and then use fuzzy multiple objective linear programming to solve the problem. From experimental results, the conflict between objectives can be observed.
KW - Facility location problem
KW - Fuzzy multiple objective linear programming
KW - Fuzzy theory
UR - http://www.scopus.com/inward/record.url?scp=85063873807&partnerID=8YFLogxK
U2 - 10.1016/j.egypro.2019.01.830
DO - 10.1016/j.egypro.2019.01.830
M3 - Conference article
AN - SCOPUS:85063873807
SN - 1876-6102
VL - 158
SP - 4067
EP - 4072
JO - Energy Procedia
JF - Energy Procedia
T2 - 10th International Conference on Applied Energy, ICAE 2018
Y2 - 22 August 2018 through 25 August 2018
ER -