The nature of the construction industry always resists the adoption of mana
gement techniques that is successful in other disciplines. Unlike the manuf
acturing industry each construction project presents a unique planning prob
lem to project planners and managers. The construction process is carried o
ut at a new location and materials, labor and equipment are transported to
a new job site. The construction is one of few processes in which the produ
ct is built in an open environment subject to various weather conditions an
d other environmental factors which affect labor as well as equipment produ
ctivity. This paper presents a knowledge based approach for analysis of dif
ferent factors that affect construction project duration and generates norm
al schedules and productivity-adjusted schedules. Project mangers can be gr
eatly aided by such automated system by simulating different factors that r
eflect anticipated and unanticipated project conditions and perform several
schedule alternatives. An analysis of alternative schedules by using the i
ntegrated knowledge based system is presented. The knowledge based system i
nterfaces to estimating software, spreadsheet and scheduling soft wares in
order to receive data and generate schedule reports. (C) 2001 Elsevier Scie
nce Ltd. All rights reserved.