TY - JOUR
T1 - Uncertainty analysis via aggregation operators for cost estimation in a large-scale nuclear project
AU - Ruan, Da
AU - Li, Tianrui
A2 - Maes, Dirk
N1 - Score = 10
PY - 2007/2
Y1 - 2007/2
N2 - Cost estimation for large projects can be difficult because of many complex factors and uncertainties involved. It is often the case that only very rough guesses of actual costs may be provided. In this paper, we will examine the various types of uncertainties in the cost estimation problem of a large scale nuclear project, namely, the MYRRHA project at SCK•CEN. We will then use a few examples originated from the conceptual phase of the project to illustrate the practical use of a software package, IDS Cost Estimator, in cost analysis of nuclear systems. It is demonstrated that IDS Cost Estimator can take care of several types of uncertainties in cost estimation and provide user friendly interfaces for data collection, reporting and display. Moreover, several common aggregation operators are extended under the ordered 3-tuple space to achieve aggregation of any items and uncertainty analysis by output of IDS cost estimator.
AB - Cost estimation for large projects can be difficult because of many complex factors and uncertainties involved. It is often the case that only very rough guesses of actual costs may be provided. In this paper, we will examine the various types of uncertainties in the cost estimation problem of a large scale nuclear project, namely, the MYRRHA project at SCK•CEN. We will then use a few examples originated from the conceptual phase of the project to illustrate the practical use of a software package, IDS Cost Estimator, in cost analysis of nuclear systems. It is demonstrated that IDS Cost Estimator can take care of several types of uncertainties in cost estimation and provide user friendly interfaces for data collection, reporting and display. Moreover, several common aggregation operators are extended under the ordered 3-tuple space to achieve aggregation of any items and uncertainty analysis by output of IDS cost estimator.
KW - interval uncertainty
KW - probability uncertainty
KW - decision support systems
KW - fuzzy logic
KW - cost estimation
KW - uncertainty analysis
KW - aggregation operator
KW - MYRRHA
UR - http://ecm.sckcen.be/OTCS/llisapi.dll/open/ezp_80871
UR - http://knowledgecentre.sckcen.be/so2/bibref/4263
M3 - Article
SN - 1479-540X
VL - 2
SP - 375
EP - 395
JO - International Journal of Nuclear Knowledge Management
JF - International Journal of Nuclear Knowledge Management
IS - 4
ER -