Yao Lu’s research while affiliated with State Grid Electric Power Research Institute and other places

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Publications (35)


Research on electricity spot market price prediction model based on PSO optimization LS-SVM
  • Conference Paper

December 2024

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1 Read

Yue Shi

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Yihan Zhang

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Jiangbo Wang

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[...]

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Mingshun Ji


Growth trends and future forecasts of various types of energy storage in the United States from 2021 to 2024 [49]
The number of new residential energy storage installations and installed capacity in Australia from 2016 to 2022
The revenue of energy storage in the Australian electricity market [56–58]
Energy storage cost channeling mechanism design framework
Changes in policies and electricity price mechanisms related to Chinese energy storage market

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Energy Storage Operation Modes in Typical Electricity Market and Their Implications for China
  • Article
  • Full-text available

August 2024

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48 Reads

As the Chinese government proposes ambitious plans to promote low-carbon transition, energy storage will play a pivotal role in China’s future power system. However, due to the lack of a mature electricity market environment and corresponding mechanisms, current energy storage in China faces problems such as unclear operational models, insufficient cost recovery mechanisms, and a single investment entity, making it difficult to support the rapid development of the energy storage industry. In contrast, European and American countries have already embarked on certain practices in energy storage operation models. Through exploration of key issues such as investment entities, market participation forms, and cost recovery channels in both front and back markets, a wealth of mature experiences has been accumulated. Therefore, this paper first summarizes the existing practices of energy storage operation models in North America, Europe, and Australia’s electricity markets separately from front and back markets, finding that perfect market mechanisms and reasonable subsidy policies are among the main drivers for promoting the rapid development of energy storage markets. Subsequently, combined with the actual development of China’s electricity market, it explores three key issues affecting the construction of cost-sharing mechanisms for energy storage under market conditions: Market participation forms, investment and operation modes, and cost recovery mechanisms. Finally, in line with the development expectations of China’s future electricity market, suggestions are proposed from four aspects: Market environment construction, electricity price formation mechanism, cost sharing path, and policy subsidy mechanism, to promote the healthy and rapid development of China’s energy storage industry.

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Study on the construction of auxiliary service market under largescale new energy access

August 2024

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29 Reads

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1 Citation

E3S Web of Conferences

At present, all countries are accelerating the construction of a new type of power system based on renewable energy, and the random volatility and intermittency of new energy resources, and the low resistance and weak support of new energy power generation and grid-connected equipment exist objectively. In order to maintain the safe and stable operation of the power system, the demand for auxiliary services such as frequency regulation, peak regulation, voltage regulation, standby and black start is increasing. Therefore, with the increase of new energy penetration rate, it is necessary to explore the impact of the increase of new energy penetration rate on the cost of auxiliary services. Combined with the background that the foreign power market has been running for a long time, auxiliary service varieties are more abundant, and the new energy penetration rate of some countries or TSOs has reached a higher level, the author has conducted a study on the impact of the increase in the penetration rate of new energy on the cost of auxiliary services in foreign countries, explored the impact of the increase in the penetration rate of new energy on the cost of auxiliary services, and provided reference and guidance for the classification of auxiliary service products, the design of pricing mechanism and other key issues of the construction of the auxiliary service market in China. The study explores the impact of the increase of new energy penetration on the cost of auxiliary services, and provides reference and guidance for the division of auxiliary service products, design of pricing mechanism and other key issues of auxiliary service market in China.





Value Evaluation Model of Multi-Temporal Energy Storage for Flexibility Provision in Microgrids

April 2024

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13 Reads

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1 Citation

With the advancement of distributed power generation technology and the deepening of the low-carbon transformation of energy structure, a high proportion of renewable energy has become an inevitable trend in future energy systems, especially for microgrids. However, the volatility and uncertainty associated with renewable energy pose significant challenges to the secure and stable operation of power systems, necessitating the exploration of the flexible regulation of resources. Energy storage, as a crucial flexible resource characterized by technological diversity and a variety of regulation capabilities, has been extensively studied and applied. Nonetheless, the high investment costs and limited returns of energy storage technology, coupled with the ambiguous utility in different scenarios under the current electricity market’s framework, complicate its broader application. To thoroughly analyze the utility of energy storage in facilitating flexible adjustments in microgrids, this study developed a composite weight-TODIM (an acronym in Portuguese for interactive and multi-criteria decision making) model for assessing the utility of energy storage that incorporates heterogeneity in the risk preferences. This model enabled a comparative analysis of the utility of energy storage technology across multiple scenarios, taking the risk preferences of decision-makers into account, thereby providing strategic insights for the application of multi-temporal energy storage in microgrids. The feasibility and effectiveness of the model were validated through a case study analysis.


Research on Bidding Model of Electricity Selling Company Considering Green Certificate Trading and Electricity Selling Blocking

January 2024

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23 Reads

E3S Web of Conferences

This article considers the optimal bidding model of traditional thermal power generation companies’ electricity sales companies, taking into account transmission congestion, under the influence of new policies such as the renewable portfolio standard (RPS) and the renewable exchange certificate (REC). Firstly, the transaction cost of green certificates is included in the cost of electricity sales, and an optimization model is established with the goal of maximizing the profit of the electricity sales company; Secondly, the node electricity price method is used to manage transmission congestion, and an optimization model is established with the goal of minimizing the cost of transmission congestion; Finally, multi agent technology and dynamic game theory are used to solve the optimal bidding strategy of the electricity selling company.



Citations (3)


... Literature [5] analyzes the three-phase path for the transition from medium-and long-term trading to spot trading in China, based on the development experience of foreign power markets and considering the characteristics of power generation and consumption in China.Literature [6] puts forward a new clearing mechanism for the deviation problems existing in medium and long-term power trading in the current spot environment and verifies the feasibility of the mechanism through examples. Literature [7] examines the linkage between medium and long-term trading and the spot market from the current situation of electricity market operation. Literature [8] proposes a mixed integer programming model based on portfolio theory to describe the trading strategies of large user electricity in the spot market and medium to long term market, and validates it through the Iberian electricity market case. ...

Reference:

A Medium and Long Term Contract Trading Model for New Energy Units Based on Incomplete Information Game Theory
Research on self-balancing transaction scheduling strategy of new energy power in County considering section load rate

E3S Web of Conferences

... References [12][13][14] comprehensively considered the economy of investment and the reliability of system operation and constructed the evaluation index system of power grid investment value. References [15][16][17] introduced social indicators based on economic indicators and technical indicators, such as promoting employment and taxation, supporting economic development, etc., and more comprehensively evaluated the value of power grid investment. References [18][19][20] introduced environmental benefits, such as pollutant emissions, and renewable energy consumption, into the evaluation index system of power grid investment value, further highlighting the comprehensive value of power grid investment. ...

Evaluation method of power grid investment benefit based on matter-element extension model
  • Citing Conference Paper
  • May 2022

... The fuzzy logic controller is familiar among them and comprehensively studied in [29,30]. Energy storage may be a good solution to deal with the intermittency however, the associated cost and its disposal mechanism and maintenance are a few major concerns [31,32]. ...

Construction of a new levelled cost model for energy storage based on LCOE and learning curve

E3S Web of Conferences