An integrated energy microgrid (IEM) source-load coordinated optimal scheduling method based on master-slave game and two-stage robust optimization is proposed. First, a master-slave game model is constructed with the IEM operator as a leader and the users as followers, taking into account the demand response on the load side. Second, considering the uncertainty of wind power output, a two-stage robust game model for IEM source-load is established, in which a master-slave model between source and load is carried out at the first stage and the worst wind power output scenario is solved at the second stage. Finally, the Karush Kuhn Tucker (KKT) condition is used to transform the first-stage two-layer game problem into a single-layer linearized problem, and the overall two-stage robust optimization problem is solved by a nested column and constraint generation algorithm. Results show that the proposed two-stage robust game model can achieve an equilibrium of benefit between source and load, which effectively copes with the impact of new energy uncertainty.
| 科 Family | 属数 Number of genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) | 属 Genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) |
|---|---|---|---|---|---|---|
| 鹅膏菌科Amanitaceae | 2 | 11 | 5.26 | 鹅膏菌属 Amanita | 10 | 4.78 |
| 小菇科 Mycenaceae | 2 | 12 | 5.74 | 丝盖伞属 Inocybe | 5 | 2.39 |
| 多孔菌科 Polyporaceae | 8 | 14 | 6.70 | 蜡蘑属 Laccaria | 5 | 2.39 |
| 红菇科 Russulaceae | 3 | 23 | 11.00 | 小皮伞属 Marasmius | 6 | 2.87 |
| 小菇属 Mycena | 11 | 5.26 | ||||
| 光柄菇属 Pluteus | 5 | 2.39 | ||||
| 红菇属 Russula | 17 | 8.13 | ||||
| 栓菌属 Trametes | 5 | 2.39 |