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284 ANALYSIS AND DESIGN OF PILE GROUPS
            based methods of analysis. Numerical techniques for pile group analysis may be
            broadly classified into the following two categories:

            (a) continuum-based approaches;
            (b) load-transfer (or subgrade reaction) approaches.

            The  latter  category,  based  on  Winkler  spring  idealisation  of  the  soil,  employs
            load-transfer functions to represent the relationship between the load at any point
            along  the  pile  and  the  associated  soil  deformation  at  that  point.  Such  a  semi-
            empirical method is widely adopted for the analysis and design of single piles,
            especially  where  non-linear  soil  behaviour  has  to  be  considered  and/or  soil
            stratification is complicated (e.g. the “t-z” or “p-y” curve methods of analysis).
            The  computer  programs  PILGP1  (O’Neill  et  al.,  1977),FLPIER(Hoit  et  al.,
            1996) and GROUP (Reese et al., 2000) are included in this category. The main
            limitations associated with this approach are as follows:

             1 The modulus of subgrade reaction is not an intrinsic soil property but instead
               gives the overall effect of the soil continuum as seen by the pile at a specific
               depth,  and  hence  its  value  will  depend  not  only  on  the  soil  properties  but
               also on the pile properties and loading conditions. Thus, no direct tests can
               be conducted to establish force-displacement relationships for that particular
               pile and soil type, and hence these curves have to be derived from the data
               obtained by conducting a field test on an instrumented pile. However, due to
               the high costs, such a test is rarely justifiable for onshore applications and
               hence  standard  load-transfer  curves  are  usually  adopted  in  practice.  This
               implies that a significant amount of engineering judgement is needed when
               formulating these curves for site conditions which differ markedly from the
               recorded  field  tests.  Murchison  and  O’Neill  (1984)  have  compared  four
               commonly adopted procedures for selecting p-y curves with data from field
               tests,  and  their  results  show  that  errors  in  pile-head  deflection  predictions
               could be as large as 75%. Huang et al. (2001) employed several sets of p-y
               curves derived from DMT data for the analysis of laterally loaded piles, and
               none of the p-y curves yielded reasonable predictions of the measured pile
               deflections.
             2 The load-deformation relationship along the pile is modelled using discrete
               independent  springs  and  no  information  is  available  from  the  analysis
               regarding  the  deformation  pattern  around  the  pile.  Disregarding  continuity
               through the soil makes it impossible to find a rational way to quantify the
               interaction  effects  between  piles  in  a  group.  Thus,  in  evaluating  group
               effects,  recourse  is  made  to  an  entirely  empirical  procedure  in  which  the
               single pile load-transfer curves are modified on the basis of small-scale and
               full-scale  experiments  performed  on  pile  groups  in  different  types  of  soil.
               Although Reese and Van Impe (2001) reported some successful analyses of
               this  kind  for  pile  groups  under  lateral  loading,  the  uncertainties  on  the
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