Analogy Based Estimation in Building Services
نویسندگان
چکیده
The introduction of Private Finance Initiative in the United Kingdom has prompted the need for quality whole life cost information. This in turn has led to a search for new innovative methods for producing whole life cost information. The research reported in this paper is a part of an overall approach being developed for whole life costing of building services. A particular problem identified in producing initial estimates of the whole life cost of building services is that the information on the building services design is limited. Analogy Based Estimation (ABE) was investigated as a potential approach to generate more information for estimation purposes and to estimate the capital cost of building services. The performance of ABE was investigated in three test settings. The estimation performance of ABE was compared with the estimation performance of linear regression (LR). ABE outperformed LR on two test settings. However, the estimation performance of ABE was found not to be sufficient for the approach to be applied in industry prior to further investigation. The tests were hindered by lack of data and inconsistencies in the data obtained. Therefore, no conclusions can be made on the applicability of ABE in this particular problem domain and ABE remains a potential approach. The research described in this paper will stand as a starting point for further testing and development of ABE in the estimation of building services.
منابع مشابه
Designing a Volunteer Geographic Information-based service for rapid earth quake damages estimation
Designing a Volunteer Geographic Information-based service for rapid earth quake damages estimation Introduction The advent of Web 2.0 enables the users to interact and prepare free unlimited real time data. This advantage leads us to exploit Volunteer Geographic Information (VGI) for real time crisis management. Traditional estimation methods for earthquake damages are expensive and tim...
متن کاملIssues of Implementing the Analogy-based Effort Estimation in a Large IT Company
Analogy-based estimation seems be a very promising estimation methods. A large Norwegian IT consulting company is going to use analogy-based method for further effort estimation. Thus, a historical project database must be built. Several issues have come up when discussing the feasibility of building such a project database. One challenging issue is which projects should be involved in the data...
متن کاملDecompositional, Model-based Learning and its Analogy to Diagnosis
A new generation of sensor rich, massively distributed autonomous system is being developed, such as smart buildings and reconfigurable factories. To achieve high performance these systems will need to accurately model themselves and their environment from sensor information. Accomplishing this on a grand scale requires automating the art of large-scale modeling. To this end we have developed d...
متن کاملAn Approach towards Developing an Efficient Software Cost Estimation System Using Fuzzy and Analogy Methods
––Software development cost estimation is important for effective project management. Many models have been introduced to predict software development cost. In this paper, a novel emotional COnstructive Cost MOdel II (COCOMO II) has been proposed for software cost estimation. In COCOMO II only the project characteristics are considered, whereas the characteristics of team members are also impor...
متن کاملAnalysis and estimation of the cost of educating students with Activity Based Costing approach (ABC)
One of the main goals of a medical education transition program is to estimate the cost of educating a student. The aim of this study was to estimate the final cost of student’s education in the Tabriz School of Management and Medical Informatics. The present study used the Activity Based Costing method (ABC) to calculate the cost of student education in the academic year 2015-16. After identif...
متن کامل