Probabilistic Power System Contingency Analysis Considering Wind
نویسنده
چکیده
The worldwide demand for energy is steadily growing. Environmental pressure has driven the power generation shift from fossil fuel to more 'green' sources of supply, such as wind or solar. However, the intermittent nature of wind has also brought many uncertainties to network operation. Traditionally, to have a sufficiently secure operational margin, a transfer limit is calculated based on iterative simulations using the worst case scenario. The derived transfer limit normally is very conservative, which reduces the efficient use of the transmission network and curtails the use of renewable energy. Therefore, the traditional approach has many disadvantages when dealing with the developing electricity market. This thesis presents a fast screening probabilistic approach to help operators avoid possible problems with optimal use of transmission networks and renewable energy. Rather than using a long-term based worst case scenario in an invariant environment, we generalised the wind generation model based on historical studies to complete the analysis in a short time interval. The radar-like mechanism aims to sweep a power system for potential problems within 5 minutes with no time lag between the analysis and operation. The thesis also provides pathways for implementing this algorithm in different power system assessment methods, such as direct method and time domain simulation. This research has investigated the wind power fluctuation effect on power system stability in detail, from the linearised domain to the nonlinear domain, from the classic model to the most realistic model. It has demonstrated the robustness of this approach and its feasibility for implementation in a real system.
منابع مشابه
Probabilistic Optimal Operation of a Smart Grid Including Wind Power Generator Units
This paper presents a probabilistic optimal power flow (POPF) algorithm considering different uncertainties in a smart grid. Different uncertainties such as variation of nodal load, change in system configuration, measuring errors, forecasting errors, and etc. can be considered in the proposed algorithm. By increasing the penetration of the renewable energies in power systems, it is more essent...
متن کاملApplying Point Estimation and Monte Carlo Simulation Methods in Solving Probabilistic Optimal Power Flow Considering Renewable Energy Uncertainties
The increasing penetration of renewable energy results in changing the traditional power system planning and operation tools. As the generated power by the renewable energy resources are probabilistically changed, the certain power system analysis tolls cannot be applied in this case. Probabilistic optimal power flow is one of the most useful tools regarding the power system analysis in presen...
متن کاملCapacitor Placement in Distorted Distribution Network Subject to Wind and Load Uncertainty
Utilizing capacitor banks is very conventional in distribution network in order for local compensation of reactive power. This will be more important considering uncertainties including wind generation and loads uncertainty. Harmonics and non-linear loads are other challenges in power system which complicates the capacitor placement problem. Thus, uncertainty and network harmonics have been con...
متن کاملمطالعات احتمالاتی ولتاژ در شبکۀ توزیع با حضور تولیدات پراکندۀ بادی با درنظرگرفتن مدلهای استاتیکی بار با توزیع احتمال گاما
Uncertainty analysis of voltage in distribution system is the main feature of current study. This paper presents a probabilistic analysis of radial distribution networks considering wind power resources. The wind turbines are modeled as probability distribution functions. Also, the loads are modeled with Gaussian and gamma distributions. Monte Carlo simulation is used for the probabilistic load...
متن کاملSTATCOM Optimal Allocation in Transmission Grids Considering Contingency Analysis in OPF Using BF-PSO Algorithm
In this paper, a combinational optimization algorithm is introduced to obtain the best size and location of Static Compensator (STATCOM) in power systems. Its main contribution is considering contingency analysis where lines outages may lead to infeasible solutions especially at peak loads and it commonly can be vanished by load-shedding. The objective of the proposed algorithm is firstly to pr...
متن کامل