Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm

Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm

Citation Author(s):
Yun
Yang
The University of Hong Kong
Submitted by:
Yun Yang
Last updated:
Fri, 05/24/2019 - 06:08
DOI:
10.21227/zk9j-3y44
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Abstract: 

These data are collected from a 12-bus and a 32-bus DC microgrid. The total operating cost of these two microgrids are optimized by an adaptive Differential Evolution algorithm using real-time pricing.

Instructions: 

1. The file "RES Power, load power, and real-time price profiles (12 bus)" contains the power of RES, loads and real-time prices for the 12-bus DC microgrid (Fig.5 and 6).

2. The file "Fits_ADE (12 bus)" contains the convergence tracks of ADE (Fig. 7).

3. The file "Comparisons of total operating cost of the microgrid-O among ADE, GA and without optimization (12 bus)" contains the total operating cost of the 12-bus DC microgrid without optimization, with the optimization of GA, and ADE (Fig. 8).

4. The file "Power of the microgrid-O for ADE (12 bus)" contains the power of the dispatchable units in the 12-bus DC microgrid with the optimization of ADE (Fig. 9).

5. The file "Bus voltages of the microgrid-O for ADE (12 bus)" contains the bus voltages of the 12-bus DC microgrid with the optimization of ADE (Fig. 10).

6. The file "Comparisons of total operating cost of microgrid-O -I -II- III (12 bus)" contains the total operating cost for various 12-bus DC microgrids with the optimization of ADE (Fig. 12).

7. The file "RES Power, load power, and real-time price profiles (32 bus)" contains the power of RES and loads for the 32-bus DC microgrid (Fig. 14).

8. The file "Comparisons of total operating cost of the microgrid-O among ADE, GA and without optimization (32 bus)" contains the total operating cost of the 32-bus DC microgrid without optimization, with the optimization of GA, and ADE (Fig. 15).

9. The file "Comparisons of total operating cost of microgrid-O -I -II- III -IV -V (32 bus)" contains the total operating cost for various 32-bus DC microgrids with the optimization of ADE (Fig. 16).

 

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[1] Yun Yang, "Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/zk9j-3y44. Accessed: Jun. 20, 2019.
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doi = {10.21227/zk9j-3y44},
url = {http://dx.doi.org/10.21227/zk9j-3y44},
author = {Yun Yang },
publisher = {IEEE Dataport},
title = {Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm},
year = {2019} }
TY - DATA
T1 - Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm
AU - Yun Yang
PY - 2019
PB - IEEE Dataport
UR - 10.21227/zk9j-3y44
ER -
Yun Yang. (2019). Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm. IEEE Dataport. http://dx.doi.org/10.21227/zk9j-3y44
Yun Yang, 2019. Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm. Available at: http://dx.doi.org/10.21227/zk9j-3y44.
Yun Yang. (2019). "Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm." Web.
1. Yun Yang. Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/zk9j-3y44
Yun Yang. "Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm." doi: 10.21227/zk9j-3y44