Datasets
Standard Dataset
Operating Cost Reduction of DC Microgrids Under Real-Time Pricing Using Adaptive Differential Evolution Algorithm
- Citation Author(s):
- Submitted by:
- Yun Yang
- Last updated:
- Fri, 05/24/2019 - 06:08
- DOI:
- 10.21227/zk9j-3y44
- Data Format:
- License:
- Categories:
- Keywords:
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.
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).
Dataset Files
- RES Power, load power, and real-time price profiles (12 bus).xlsx (10.97 kB)
- Fits_ADE (12 bus).xlsx (56.53 kB)
- Comparisons of total operating cost of the microgrid-O among ADE, GA and without optimization (12 bus).xls (30.50 kB)
- Power of the microgrid-O for ADE (12 bus).xls (28.50 kB)
- Bus voltages of the microgrid-O for ADE (12 bus).xls (34.50 kB)
- Comparisons of total operating cost of microgrid-O -I -II- III (12 bus).xlsx (9.70 kB)
- RES Power, load power, and real-time price profiles (32 bus).xlsx (16.10 kB)
- Comparisons of total operating cost of the microgrid-O among ADE, GA and without optimization (32 bus).xls (29.50 kB)
- Comparisons of total operating cost of microgrid-O -I -II- III -IV -V (32 bus).xlsx (10.12 kB)