Pregled bibliografske jedinice broj: 429151
Model for cost prediction of prefabricated housing
Model for cost prediction of prefabricated housing // Tehnički vjesnik, 6 (2009), 3; 39-43 (podatak o recenziji nije dostupan, prethodno priopćenje, znanstveni)
CROSBI ID: 429151 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Model for cost prediction of prefabricated housing
Autori
Vukomanović, Mladen ; Kararić, Mirsad
Izvornik
Tehnički vjesnik (1330-3651) 6
(2009), 3;
39-43
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, prethodno priopćenje, znanstveni
Ključne riječi
building cost; prefabricated housing; prediction; model; neural networks
Sažetak
The paper analyzes the application of neural networks on cost prediction of prefabricated housing, on more than 30 buildings. 17 variables have been identified in the prediction model, with the following performances: 83, 8%of predicted values had the deviation lower than 5%and 12, 9%had the deviation lower than 10 %, in relation to actual values. The model was verified on 28 and validated on 3 buidings, with the deviation of 4, 6%against actual values.With thismodel contruction companies can, during tendering phase, effectively predict total cost of prefabricated housing and thus acquire competitive advantage in the market. Conclusion brings guidelines for the model's use in practice and gives recommendation for its further development.
Izvorni jezik
Engleski
Znanstvena područja
Građevinarstvo
POVEZANOST RADA
Projekti:
082-0822156-2993 - Upravljanje rizikom i promjenama u projektno usmjerenom građevinskom poslovanju (Radujković, Mladen, MZOS ) ( CroRIS)
Ustanove:
Građevinski fakultet, Zagreb
Profili:
Mladen Vukomanović
(autor)
Citiraj ovu publikaciju:
Časopis indeksira:
- Web of Science Core Collection (WoSCC)
- Science Citation Index Expanded (SCI-EXP)
- SCI-EXP, SSCI i/ili A&HCI
- Scopus
