TY - CHAP
T1 - MCDM for sustainability ranking of district heating systems considering uncertainties
AU - Wang, Haichao
AU - Lahdelma, Risto
PY - 2020
Y1 - 2020
N2 - This chapter proposes a multicriteria decision making (MCDM) method for choosing suitable and sustainable district heating (DH) system considering uncertainties. In this chapter, seven candidate DH systems are evaluated by the stochastic multicriteria acceptability analysis (SMAA) method. SMAA is able to handle the uncertainties of the criteria performance values (PVs) and the weighting at the same time. These uncertainties are very common and typical in real-life, but in most cases are not treated in the right manner, or just neglected. In this chapter, we use a probability distribution function (PDF), a Monte Carlo simulation, and the concept of feasible weight space (FWS) to handle the uncertainties. The model is demonstrated in a case study in China and the results show that the proposed method is capable of giving more reliable and flexible results when the uncertainties are considered. The method can also be extended to other energy systems.
AB - This chapter proposes a multicriteria decision making (MCDM) method for choosing suitable and sustainable district heating (DH) system considering uncertainties. In this chapter, seven candidate DH systems are evaluated by the stochastic multicriteria acceptability analysis (SMAA) method. SMAA is able to handle the uncertainties of the criteria performance values (PVs) and the weighting at the same time. These uncertainties are very common and typical in real-life, but in most cases are not treated in the right manner, or just neglected. In this chapter, we use a probability distribution function (PDF), a Monte Carlo simulation, and the concept of feasible weight space (FWS) to handle the uncertainties. The model is demonstrated in a case study in China and the results show that the proposed method is capable of giving more reliable and flexible results when the uncertainties are considered. The method can also be extended to other energy systems.
KW - District heating (DH)
KW - Feasible weight space (FWS)
KW - Monte Carlo simulation
KW - Multicriteria decision making (MCDM)
KW - Ranking
KW - Stochastic multicriteria acceptability analysis (SMAA)
KW - Uncertainty
KW - Weighting
UR - http://www.scopus.com/inward/record.url?scp=85093490415&partnerID=8YFLogxK
U2 - 10.1016/B978-0-12-818355-7.00007-5
DO - 10.1016/B978-0-12-818355-7.00007-5
M3 - Chapter
AN - SCOPUS:85093490415
SP - 139
EP - 153
BT - Life Cycle Sustainability Assessment for Decision-Making
PB - Elsevier
ER -