## 3 Simulation Results
### Simulation in the Mode of Maximum Generation of Renewable Resources
#### 3.3.1 Single Objective Optimization  
In this section, the objectives of reducing costs and reducing the amount of pollution are considered separately, each in two modes, with and without the limitation of power exchange with the network. The results of the total costs and gas emission obtained from this experiment are presented in Table 15 and compared with the normal operation mode of the network. Obviously, increasing the costs and reducing the pollution can be very effective if using renewable energy sources, and Table 15 also illustrates this fact. The distribution of power in units is presented in Tables 16-19 for different scenarios with and without network exchange constraints. Figures 8 and 9 also show the convergence of graphs with and without the limitations of upstream grid exchange. Obviously, taking into account the limitation will cost more to the users. In this part of the simulation, as the amount of WT and PV pollution is zero, and the amount of cost is higher than the other units, these two units are not considered in this part. \begin{table}
\begin{tabular}{c c c c} \hline \hline \multirow{2}{*}{**Objectives**} & \multicolumn{3}{c}{**Maximum Amount of Renewable**} & \multirow{2}{*}{**Normal Condition**} \\  & **Power Generation** & & \\ \hline Cost (\$) with power exchange limitations & 704.87 & 661.37 \\ Emission (kg) with power exchange limitations & 428.15 & 419.16 \\ Cost (\$) with power exchange limitations & 677.51 & 618.91 \\ Emission (kg) with power exchange limitations & 136.58 & 136.49 \\ \hline \hline \end{tabular}
\end{table} 
Table 15: Comparison of normal operation and operation with maximum amount of generation of renewable resources. \begin{table}
\begin{tabular}{c c c c} \hline \hline \multirow{2}{*}{**Time**} & \multicolumn{3}{c}{**Generation**} \\  & **MT (kW)** & **FC (kW)** & **Storage (kW)** & **Grid (kW)** \\ \hline
1 & 28.98 & 3.45 & \(-10\) & 28.8 \\
2 & 6.93 & 3 & 10 & 26.23 \\
3 & 29.19 & 3.22 & 5.23 & 8.4 \\
4 & 6 & 29.32 & \(-10\) & 23.66 \\
5 & 6 & 3 & 9.15 & 35.55 \\
6 & 29.77 & 3.21 & \(-10\) & 39.19 \\
7 & 6.93 & 3 & 10 & 50.32 \\
8 & 6.2 & 29.07 & \(-10\) & 46.24 \\
9 & 30 & 30 & \(-0.54\) & 15.45 \\
10 & 30 & 29.73 & 10 & \(-1.46\) \\
11 & 30 & 30 & \(-5.9\) & 5.89 \\
12 & 30 & 29.69 & 7 & \(-13.76\) \\
13 & 30 & 29.14 & 9.97 & \(-25.08\) \\
14 & 29.73 & 30 & 10 & \(-21.19\) \\
15 & 29.94 & 28.16 & \(-4.02\) & 5.52 \\
16 & 28.59 & 29.93 & 7.27 & 13.24 \\
17 & 27.24 & 27.85 & \(-8.21\) & 38.92 \\
18 & 6 & 3.33 & \(-10\) & 85.4 \\
19 & 6.04 & 29.99 & 2.15 & 51.86 \\
20 & 7.27 & 8.25 & \(-9.25\) & 77.88 \\
21 & 29.96 & 29.77 & 10 & 5.88 \\
22 & 30 & 27.25 & 9.67 & 2.84 \\
23 & 12.12 & 3.74 & \(-5.53\) & 47.49 \\
24 & 6 & 7.03 & \(-10\) & 51.82 \\ \hline \hline \end{tabular}
\end{table} 
Table 16: Power distribution between generating resources to reduce costs without limiting power exchange total cost ($677.51). \begin{table}
\begin{tabular}{c c c c c} \hline \hline \multirow{2}{*}{**Time**} & \multicolumn{4}{c}{**Generation**} \\  & **MT (kW)** & **FC (kW)** & **Storage (kW)** & **Grid (kW)** \\ \hline
1 & 6.02 & 24.24 & \(-9.91\) & 29.9 \\
2 & 6 & 3.19 & 9.62 & 29.26 \\
3 & 6 & 3 & 9.27 & 29.88 \\
4 & 13.6 & 3 & 2.68 & 29.87 \\
5 & 29.99 & 3.07 & \(-7.81\) & 29.95 \\
6 & 6.22 & 29.92 & \(-4.01\) & 30.02 \\
7 & 29.98 & 29.98 & \(-9.71\) & 19.76 \\
8 & 13.27 & 30 & 0.05 & 29.84 \\
9 & 30 & 30 & \(-0.09\) & 10.57 \\
10 & 30 & 30 & 10 & \(-1.61\) \\
11 & 30 & 30 & 10 & \(-11.22\) \\
12 & 30 & 30 & 10 & \(-17.36\) \\
13 & 30 & 30 & 9.92 & \(-25.78\) \\
14 & 30 & 30 & 0.06 & \(-11.45\) \\
15 & 30 & 30 & \(-1.09\) & 7.44 \\
16 & 30 & 30 & 1.09 & 13.41 \\
17 & 30 & 29.62 & \(-1.25\) & 24.17 \\
18 & 29.98 & 30 & \(-4.69\) & 30.06 \\
19 & 29.01 & 29.96 & \(-0.27\) & 29.97 \\
20 & 29.53 & 29.99 & \(-4.11\) & 29.83 \\
21 & 29.99 & 30 & 9.98 & 5.72 \\
22 & 29.75 & 30 & 0.05 & 9.93 \\
23 & 6 & 30 & \(-1.8\) & 29.83 \\
24 & 7.48 & 29.96 & \(-9.99\) & 29.95 \\ \hline \hline \end{tabular}
\end{table}