The problem of simultaneous control of composition and molecular weigh
t of copolymers produced in semicontinuous emulsion polymerization is
addressed. A first-principles model of emulsion copolymerization is us
ed to produce optimal open-loop policies, which are then experimentall
y tested on the system methyl methacrylate/vinyl acetate. In contrast
to earlier work in the control of semicontinuous emulsion copolymeriza
tion, the control problem addressed has multiple inputs and multiple o
utputs, and the experimental application is free of empirical correlat
ions and performed on an unseeded system. Optimal open-loop policies a
re calculated efficiently by optimizing properties of the instantaneou
s polymer being formed. The experimental results confirm the feasibili
ty of these techniques. A model-predictive control scheme, in which op
timal policies are re-computed on-line to account for disturbances, is
proposed. The scheme, which exploits the advantages of the efficient
calculation of optimal policies, is tested by simulation showing good
performance.