Name
Abstract | ||
|---|---|---|
An adaptive critic design is used in the nosiheptide fermentation process to solve the intractable optimization problem. The utility function is defined as the increment of biomass concentration at the adjacent intervals. The state variables are chosen as the biomass concentration, the substrate concentration, the dissolved oxygen concentration and the inhibition concentration. The decision variables are chosen as the temperature, the stirring speed, the airflow and the tank pressure. The adaptive critic method determines optimal control laws for a system by successively adapting the critic networks and the action network. The simulation shows at the same initial conditions this technique can make the fermentation shorten 6 hours. |
Year | DOI | Venue |
|---|---|---|
2007 | 10.1007/978-3-540-72383-7_45 | ISNN (1) |
Keywords | DocType | Volume |
oxygen concentration,adaptive critic design,adaptive critic method,critic network,action network,nosiheptide fermentation process,substrate concentration,biomass concentration,nosiheptide fermentation,adjacent interval,inhibition concentration,initial condition,fermentation process,dissolved oxygen,optimization problem,optimal control | Conference | 4491 |
ISSN | Citations | PageRank |
0302-9743 | 0 | 0.34 |
References | Authors | |
5 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Dapeng Zhang | 1 | 3 | 3.41 |
| Aiguo Wu | 2 | 1 | 1.71 |
| Fuli Wang | 3 | 52 | 12.61 |
| Zhiling Lin | 4 | 3 | 2.06 |