Abstract

Power spot market reform has been the focus of China's electric power industry restructuring initiative in recent years. The pace of introducing power spot markets in a number of provinces are now being accelerated. In power spot market, the transaction clearing results are closely coupled with power grid dispatching operations, and the power grid structure could deeply affect market members' earnings. Therefore, there is an urgent need for a method for evaluating transmission power grid performance in the context of power spot market. To this end, this paper presents a novel method for evaluating the operation efficiency of a transmission grid based on locational marginal prices (LMP). Firstly, the main characteristics of power spot market is introduced and the influence mechanism of transmission power grid on the market clearing outcomes is analyzed. The market operation efficiency of the transmission grid is calculated by comparing the market clearing results with or without considering the operational constraints of the transmission grid. Besides, an efficient computing method based on reinforcement learning is proposed to calculate the index. Finally, a case study based on the IEEE-33 bus system shows that this method can quantify the influence of transmission grid operational constraints on the transaction clearing results in spot market. The transmission grid performance index could be useful both in power market trading information disclosure and as a reference index for transmission expansion planning.

Highlights

  • The evaluation of transmission grid operation is an important content in power system planning

  • A coordinated evaluation method for power grid based on power import and export capacity is proposed in [4], which could be used to evaluate the power supply capacity of transmission network

  • Due to the tight coupling of transaction clearing and grid operations, market clearing prices vary in both time and space, which will result in a great change in the income of market members that are located at different nodes of the transmission network [11]

Read more

Summary

INTRODUCTION

The evaluation of transmission grid operation is an important content in power system planning. Due to the tight coupling of transaction clearing and grid operations, market clearing prices vary in both time and space, which will result in a great change in the income of market members that are located at different nodes of the transmission network [11]. With the power spot market reform accelerating in China, market members have a new higher requirements for the evaluation of transmission grid operation efficiency. To this end, this paper will firstly introduce the transaction clearing mechanism of power spot market and analyze the. Influence of transmission network structure on the clearing result of market transactions On this basis, the evaluation method of transmission network operation efficiency is proposed based on the locational marginal price model. This requires that in the evaluation of power transmission network scheduling, the evaluation and analysis of power transmission network market operation benefit must be strengthened

LMP MODEL
MARKET OPERATION EFFICIENCY CALCULATION
CALCULATION METHOD BASED ON REINFORCEMENT LEARNING
CONCLUSION
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call