As is demonstrated in Refs. 2 and 3 in the limit of infinitely large R
eynolds numbers, the correlation functions of the velocity predicted b
y Kolmogorov's 1941 theory (K41) are actually solutions of diagrammati
c equations. Here we demonstrate that correlation functions of the vel
ocity derivatives, del(alpha)upsilon(beta), should possess scaling exp
onents which have no relation to the K41 dimensional estimates. This p
henomenon is referred to as anomalous scaling. This result is proved i
n diagrammatic terms: We have extracted a series of logarithmically di
verging diagrams, whose summation leads to the renarmalization of the
normal K41 dimensions. For a description of the scaling of various fun
ctions of del(alpha)upsilon(beta), an infinite set of primary fields O
(n) with independent scaling exponents DELTA(n) can be introduced. Sym
metry reasons enable us to predict relations between the scaling of di
fferent correlation functions. We also formulate restrictions imposed
on the structure of the correlation functions due to the incompressibi
lity condition. We also propose some tests which make it possible to c
heck experimentally the conformal symmetry of the turbulent correlatio
n functions. Further, we demonstrate that the anomalous scaling behavi
or should reveal itself in the asymptotic behavior of the correlation
functions of the velocity differences. We propose a method to obtain t
he anomalous exponents from the experiment.