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Table 4 Results of the DRL and MILP controller compared to the conventional controller

From: Comparative study of algorithms for optimized control of industrial energy supply systems

 

DRL A

DRL B

MILP A

MILP B

Energy cost

- 52%

- 6%

- 13%

- 3%

Switching cost

- 27%

- 30%

166%

440%

Temperature cost

78%

682%

- 33%

293%

Total cost

33%

56%

- 8%

53%

Energy

- 50%

38%

17%

- 4%

CO2 emissions

- 43%

31%

0%

3%