We use the concept of relaxed or measure-valued solutions for control probl
ems of turbulent flow related to Navier-Stokes equation. Sufficient conditi
ons guaranteeing the existence of measure solutions are presented. Results
on existence of optimal controls for Blow up time and Bolza problems for su
ch systems are also presented. New results on relaxed necessary conditions
of optimality are proved. Further it is shown that the relaxed necessary co
nditions reduce to classical Pontryagin type necessary conditions if measur
e solutions degenerate into Dirac structure. The paper is concluded with an
algorithm based on the new necessary conditions for computing optimal cont
rols.