[0007] (1) The evaluation and calculation of the power supply load of the existing urban distribution network can be roughly divided into manual analysis and
calculation methods, traditional methods (such as capacity-
load ratio method, trial method, network maximum flow method) and new modeling methods, capacity-
load ratio method The substation capacity is idealized as the power supply load of the power grid without considering the influence of the distribution network and load on the power supply load, and the calculation results are relatively optimistic. At the same time, this method neglects the consideration of node power, node
voltage and
branch power flow constraints Therefore, the weak link that limits the power supply load of the power grid cannot be found in time; the accuracy of the evaluation results of the trial method depends on the rationality of the
load distribution factor, and the calculation process is cumbersome; the maximum load multiple method also has many problems, which is the starting point in the line The initial charge cannot be completely excluded, the existence of these charges will make the calculated value low, and the proportional increase of the load will also affect this method, which is insufficient for accurately locating the
bottleneck of the power supply load of the
load unit; the network maximum flow method is only suitable for a larger range The solution to the power distribution scheme in a small area, in the face of a large-scale situation like a city, its evaluation ability will be greatly reduced; most of the calculations of the power supply load in the existing technology focus on the improvement of
system safety and reliability, There are relatively few studies on the influence of uncertain factors in the system on the power supply load.
[0008] (2) The evaluation of power supply load in an uncertain environment needs to carefully determine many influencing factors. The existing technology cannot comprehensively consider many influencing factors in an uncertain environment, resulting in insufficient factors to be considered, and it is impossible to obtain the actual distribution network. The results are as close as possible to the operating conditions, such results used to guide the production and operation of the distribution network may produce invalid or even wrong results and lose practical significance
However, urban agglomeration power grids with intermittent and unstable
distributed power sources obviously cannot meet the above calculation conditions, and the deterministic evaluation
calculation methods of existing technologies cannot take these uncertain factors into consideration.
The problems faced in evaluating the power supply load of urban agglomeration grids with intermittent unsteady power generation include: First, from the perspective of
distributed power grid connection, existing technologies focus on reliability
impact issues, distribution network planning issues, preventive protection or Second, from the perspective of maximum power supply load evaluation, most of the existing technologies only simply extend the traditional
calculation methods such as the capacity-
load ratio method and the maximum load multiple method based on the requirements in the urban power
network planning and design guidelines and improvement, the lack of assessment of the
impact of
distributed power generation combined with intermittent
instability and the maximum power supply load of the urban distribution network
[0010] (4) The existing technology lacks a probabilistic evaluation model that aims to maximize the maximum power supply load of the urban agglomeration power grid and can take into account various uncertain factors of intermittent unsteady power generation; The probabilistic model of vehicle charging and discharging output and other non-deterministic factors cannot be proposed for the model by combining the probability matrix simulation method, multi-
scenario simulation method, and nonlinear optimization
algorithm based on the primal-dual
interior point method. Several intermittent unsteady power generation power sources, the modified IEEE30 node test system to correct the proposed model and method, lack of considering the influence of intermittent unsteady
power output output uncertainty and line state operation uncertainty, only intermittent The simulation analysis of the four different conditions of the non-deterministic output of the unsteady power supply, the non-
determinism of the line operation status only, and the consideration of two kinds of non-deterministic factors at the same time cannot determine the relationship between the output non-
determinism of the intermittent unsteady power supply and the line operation status. The
impact of uncertainty on the maximum power supply load index of the system is not conducive to improving the safety and reliability of urban power
distribution system operation