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Edwards, D J and Yisa, S (2001) Modelling the magnitude of plant downtime: a tool for improving plant operations management. Engineering, Construction and Architectural Management, 8(03), 225–32.

Edwards, D J, Nicholas, J and Sharp, R (2001) Forecasting UK construction plant sales. Engineering, Construction and Architectural Management, 8(03), 171–6.

  • Type: Journal Article
  • Keywords: autoregressive moving average; Box–Jenkins; construction plant; economics; times series analysis; total plant sales
  • ISBN/ISSN: 0969-9988
  • URL: http://www.ingentaconnect.com/content/bsc/ecam/2001/00000008/00000003/art00196
  • Abstract:
    To sustain competitiveness, construction plant manufacturers must be able to accurately forecast market sales and moreover, their anticipated percentage of those sales. This paper addresses the former of these forecasts through the development of a multivariate time series model. Specifically, an autoregressive moving average (ARMA) time series model (otherwise known as the Box–Jenkins approach) is constructed using economic data relating to a 15-year period (1985–99). It is identified that population (millions); housing completions total (millions), total building repair and maintenance (billions Euro at 1998 prices, where 1 Euro=£0.6776) and gross domestic product (millions at market prices) are able to accurately predict plant sales. The performance statistics show the derived time series model to be very accurate in modelling the dependent variable [mean absolute deviation (MAD)=-87.04 and root mean square error (RMSE)=1404.05]. By observing economic interactions and influences on sales, it is envisaged that the manufacturer can adjust their production output to match demand. Based upon the model produced, a forecast of machine sales for year 2000 is made and indicates that sales numbers look set to reduce to 15 482 units. The paper concludes with direction for future research work that will aim to model machine park, the influence of grey machines and individual plant items.

Moore, D R (2001) William of Sen to Bob the Builder: non-cognate cultural perceptions of constructors. Engineering, Construction and Architectural Management, 8(03), 177–84.

Ren, Z, Anumba, C J and Ugwu, O O (2001) Construction claims management: towards an agent-based approach. Engineering, Construction and Architectural Management, 8(03), 185–97.

Sönmez, M, Yang, J B and Holt, G D (2001) Addressing the contractor selection problem using an evidential reasoning approach. Engineering, Construction and Architectural Management, 8(03), 198–210.

Ugwu, O O, Anumba, C J and Thorpe, A (2001) Ontology development for agent-based collaborative design. Engineering, Construction and Architectural Management, 8(03), 211–24.