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相关论文: A Prosumer-Centric Framework for Concurrent Genera…

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Efficiently accommodating uncertain renewable resources in wholesale electricity markets is among the foremost priorities of market regulators in the US, UK and EU nations. However, existing deterministic market designs fail to internalize…

系统与控制 · 电气工程与系统科学 2019-12-19 Yury Dvorkin

Electricity market operators worldwide use mixed-integer linear programming to solve the allocation problem in wholesale electricity markets. Prices are typically determined based on the duals of relaxed versions of this optimization…

计算机科学与博弈论 · 计算机科学 2023-12-13 Mete Şeref Ahunbay , Martin Bichler , Teodora Dobos , Johannes Knörr

We introduce NEM X, an inclusive retail tariff model that captures features of existing net energy metering (NEM) policies. It is shown that the optimal prosumer decision has three modes: (a) the net-consuming mode where the prosumer…

系统与控制 · 电气工程与系统科学 2024-05-01 Ahmed S. Alahmed , Lang Tong

Motivated by electricity markets, this paper studies the impact of forward contracting in situations where firms have capacity constraints and heterogeneous production lead times. We consider a model with two types of firms - leaders and…

最优化与控制 · 数学 2016-06-29 Desmond Cai , Anish Agarwal , Adam Wierman

After a century of relative stability of the electricity industry, extensive deployment of distributed energy resources and recent advances in computation and communication technologies have changed the nature of how we consume, trade, and…

分布式、并行与集群计算 · 计算机科学 2020-11-24 Wayes Tushar , Chau Yuen , Tapan Saha , Thomas Morstyn , Archie Chapman , M. Jan E Alam , Sarmad Hanif , H. Vincent Poor

A simplified model of a redundant power grid is used to study integration of fluctuating renewable generation. The grid consists of large number of generator and consumer nodes. The net power consumption is determined by the difference…

物理与社会 · 物理学 2023-10-06 Lenka Zdeborová , Scott Backhaus , Michael Chertkov

We propose and develop a new algorithm for trading wind energy in electricity markets, within an online learning and optimization framework. In particular, we combine a component-wise adaptive variant of the gradient descent algorithm with…

机器学习 · 计算机科学 2023-05-22 Miguel Angel Muñoz , Pierre Pinson , Jalal Kazempour

The uptake of behind-the-meter distributed energy resources in low-voltage distribution networks has reached a level where network issues have started to emerge, which requires new tools for operation and planning. In this paper, we propose…

应用统计 · 统计学 2018-12-19 Thomas Power , Gregor Verbič , Archie C. Chapman

Peer-to-peer energy trading is emerging as a new paradigm that in the near future may disrupt conventional electricity markets and heavily affect energy exchanges in networks of microgrids. In this paper, a preference mechanism is…

系统与控制 · 电气工程与系统科学 2019-09-17 Li Bai , Dimitri Thomopulos , Emanuele Crisostomi

We consider a sequential decision making process, such as renewable energy trading or electrical production scheduling, whose outcome depends on the future realization of a random factor, such as a meteorological variable. We assume that…

交易与市场微观结构 · 定量金融 2021-07-01 Peter Tankov , Laura Tinsi

This paper explores the feasibility of social cooperation between prosumers within an energy network in establishing their sustainable participation in peer-to-peer (P2P) energy trading. In particular, a canonical coalition game (CCG) is…

计算机科学与博弈论 · 计算机科学 2018-10-01 Wayes Tushar , Tapan Kumar Saha , Chau Yuen , Paul Liddell , Richard Bean , H. Vincent Poor

To decarbonize the economy, many governments have set targets for the use of renewable energy sources. These are often formulated as relative shares of electricity demand or supply. Implementing respective constraints in energy models is a…

综合经济学 · 经济学 2024-11-05 Martin Kittel , Wolf-Peter Schill

This paper investigates the role of a transmission system operator within a carbon footprint reduction strategy incorporating carbon taxes and renewable energy generation subsidies in the decentralised energy market. This is achieved via an…

最优化与控制 · 数学 2024-04-03 Nikita Belyak , Steven A. Gabriel , Nikolay Khabarov , Fabricio Oliveira

This paper introduces a demand-side distributed and secured energy commitment framework and operations for a Power Producer and Supplier (PPS) in deregulated environment. Due to the diversity of geographical location as well as customers'…

多智能体系统 · 计算机科学 2016-08-25 Shantanu Chakraborty , Toshiya Okabe

Due to the limited predictability of wind power and other stochastic generation, trading this energy in competitive electricity markets is challenging. This paper derives revenue-maximising and risk-constrained strategies for stochastic…

综合金融 · 定量金融 2018-05-31 Jethro Browell

In environments with increasing uncertainty, such as smart grid applications based on renewable energy, planning can benefit from incorporating forecasts about the uncertainty and from systematically evaluating the utility of the forecast…

最优化与控制 · 数学 2015-03-16 Konstantinos Gatsis , Ufuk Topcu , George J. Pappas

A distributed, hierarchical, market based approach is introduced to solve the economic dispatch problem. The approach requires only a minimal amount of information to be shared between a central market operator and the end-users. Price…

多智能体系统 · 计算机科学 2020-09-07 Cornelis Jan van Leeuwen , Joost Stam , Arun Subramanian , Koen Kok

Demand response provides utilities with a mechanism to share with end users the stochasticity resulting from the use of renewable sources. Pricing is accordingly used to reflect energy availability, to allocate such a limited resource to…

人工智能 · 计算机科学 2016-06-08 Andrea Monacchi , Wilfried Elmenreich

Should the organization, design and functioning of electricity markets be taken for granted? Definitely not. While decades of evolution of electricity markets in countries that committed early to restructure their electric power sector made…

综合经济学 · 经济学 2023-02-22 Pierre Pinson

Deploying distributed renewable energy at the demand side is an important measure to implement a sustainable society. However, the massive small solar and wind generation units are beyond the control of a central operator. To encourage…

最优化与控制 · 数学 2021-02-23 Yue Chen , Wei Wei , Han Wang , Quan Zhou , João P. S. Catalão