a280558071 / IEDS_Planning

Integrated Energy Distribution System Planning method, include a matlab version and a Python version

IEDS_Planning

Integrated Energy Distribution System (IEDS) Planning method, include a matlab version IEDS_planning.m and a Python version IEDS_planning.ipynb

Must-include package

• For IEDS_planning.ipynb: PuLP see (https://coin-or.github.io/pulp/) (Python 3.7)
• For IEDS_planning.m: YALMIP see (https://yalmip.github.io/)
• Both files are calling GUROBI(https://www.gurobi.com/) to solve the problem, but could call other solvers as well. (see what solvers they support in abovementioned link).

Some unknown issue

• Even though IEDS_planning.ipynb is basicly a Python version of IEDS_planning.m, still don't know why their produced planning results are not the same.
• Maybe lpSum() in PuLP don't support double for-loop?

What you can learn

• By reviewing these two files, you could see PuLP and YALMIP, even Python and MATLAB have a lot similar features in terms of programming.
• How to realize an IEDS planning, by a deterministic planning model, see [1] for more details.

To be updated

• Robust planning for IEDS

Ref

[1] 沈欣炜, 郭庆来, 许银亮 & 孙宏斌 (2019), 考虑多能负荷不确定性的区域综合能源系统鲁棒规划, 电力系统自动化, Vol. 43 No. 07, pp. 34-41.