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The fluctuations of electricity prices in demand response schemes and intermittency of renewable energy supplies necessitate the adoption of energy storage in microgrids. However, it is challenging to design effective real-time energy…

数据结构与算法 · 计算机科学 2017-09-25 Chi-Kin Chau , Guanglin Zhang , Minghua Chen

Among the many challenges of integrating renewable energy sources into the existing power grid, is the challenge of integrating renewable energy generators into the power systems economy. Electricity markets currently are run in a way that…

计算机科学与博弈论 · 计算机科学 2012-06-12 Wenyuan Tang , Rahul Jain

An extended use of renewable energies and a trend towards increasing energy consumption lead to challenges such as temporal and spatial decoupling of energy generation and consumption. This work evaluates the possible applications and…

系统与控制 · 电气工程与系统科学 2022-03-16 C. Zugschwert , S. Göschl , F. Martin Ibanez , K. Pettinger

Efficiently integrating renewable resources into electricity markets is vital for addressing the challenges of matching real-time supply and demand while reducing the significant energy wastage resulting from curtailments. To address this…

机器学习 · 计算机科学 2024-06-21 Ciaran O'Connor , Joseph Collins , Steven Prestwich , Andrea Visentin

This work considers energy management in a grid-connected microgrid which consists of multiple conventional generators (CGs), renewable generators (RGs) and energy storage systems (ESSs). A two-stage optimization approach is presented to…

最优化与控制 · 数学 2016-03-21 Wuhua Hu , Ping Wang , Hoay Beng Gooi

In this paper, we apply Value-at-Risk (VaR) approaches on the problem of yearly electric generation management. In a classical approach, the future is modelled as a markov chain and the goal is to minimize the average generation cost over…

最优化与控制 · 数学 2007-05-23 Vincent Guigues , Papa-Momar Ndiaye

Sharing economy is a transformative socio-economic phenomenon built around the idea of sharing underused resources and services, e.g. transportation and housing, thereby reducing costs and extracting value. Anticipating continued reduction…

系统与控制 · 计算机科学 2018-07-24 Pratyush Chakraborty , Enrique Baeyens , Kameshwar Poolla , Pramod P. Khargonekar , Pravin Varaiya

Arbitrage is one important revenue source for energy storage in electricity markets. However, a large amount of storage in the market will impact the energy price and reduce potential revenues. This can lead to strategic behaviors of…

综合金融 · 定量金融 2022-11-17 Dongwei Zhao , Mehdi Jafari , Audun Botterud , Apurba Sakti

To ensure security of supply in the power sector, many countries are already using or discussing the introduction of capacity mechanisms. Two main types of such mechanisms include capacity markets and capacity reserves. Simultaneously, the…

综合经济学 · 经济学 2025-06-18 Franziska Klaucke , Karsten Neuhoff , Alexander Roth , Wolf-Peter Schill , Leon Stolle

Recently, the volatility associated with marginal prices has increased due to large scale integration of renewable generation. Price volatility is undesirable from a consumer perspective. To address this issue, we present a framework for…

最优化与控制 · 数学 2018-12-11 Shantanu Chakraborty , Kyri Baker , Milos Cvetkovic , Remco Verzijlbergh , Zofia Lukszo

The integration of renewable sources poses challenges at the operational and economic levels of the power grid. In terms of keeping the balance between supply and demand, the usual scheme of supply following load may not be appropriate for…

系统与控制 · 计算机科学 2014-04-07 Ashutosh Nayyar , Matias Negrete-Pincetic , Kameshwar Poolla , Pravin Varaiya

Flexibility options, such as demand response, energy storage and interconnection, have the potential to reduce variation in electricity prices between different future scenarios, therefore reducing investment risk. Moreover, investment in…

综合经济学 · 经济学 2021-10-11 Thomas Möbius , Iegor Riepin , Felix Müsgens , Adriaan H. van der Weijde

We investigate the profitability and risk of energy storage arbitrage in electricity markets under price uncertainty, exploring both robust and chance-constrained optimization approaches. We analyze various uncertainty representations,…

最优化与控制 · 数学 2025-01-16 Yiqian Wu , Bolun Xu , James Anderson

In this paper, a novel approach to define the optimal bidding of renewable-only virtual power plants (RVPPs) in the day-ahead, secondary reserve, and intra-day markets is proposed. To this aim, a robust optimization algorithm is developed…

系统与控制 · 电气工程与系统科学 2024-02-20 Hadi Nemati , Pedro Sánchez-Martín , Álvaro Ortega , Lukas Sigrist , Enrique Lobato , Luis Rouco

Energy storage is expected to play an increasingly important role in mitigating variations that come along with the growing penetration of renewable energy. In this paper, we study the optimal bidding of an energy storage unit in a…

最优化与控制 · 数学 2021-09-29 Yue Chen , Wei Wei , Tongxin Li , Yunhe Hou , Feng Liu , João P. S. Catalão

Integration of various electricity-generating technologies (such as natural gas, wind, nuclear, etc.) with storage systems (such as thermal, battery electric, hydrogen, etc.) has the potential to improve the economic competitiveness of…

系统与控制 · 电气工程与系统科学 2025-10-28 Saeed Azad , Ziraddin Gulumjanli , Daniel R. Herber

Energy storage devices, such as batteries, thermal energy storages, and hydrogen systems, can help mitigate climate change by ensuring a more stable and sustainable power supply. To maximize the effectiveness of such energy storage,…

机器学习 · 计算机科学 2024-05-21 Jaeik Jeong , Tai-Yeon Ku , Wan-Ki Park

The capacity market provides economic guidance for generation investment and ensures the adequacy of generation capability for power systems. With the rapidly increasing proportion of renewable energy, the adequacy of flexibility and…

系统与控制 · 电气工程与系统科学 2025-09-30 Yunpeng Xiao , Hui Guo , Wenqi Wu , Xiuli Wang , Xifan Wang

Scheduling the power exchange between a population of heterogeneous distributed energy resources and the corresponding upper-level system is an important control problem in power systems. A key challenge is the large number of (partially…

系统与控制 · 电气工程与系统科学 2024-09-23 Riccardo Remo Appino , Veit Hagenmeyer , Timm Faulwasser

Electricity distribution companies deploy battery storage to defer grid upgrades by reducing peak demand. In deregulated jurisdictions, such storage often sits idle because regulatory constraints bar participation in electricity markets.…

最优化与控制 · 数学 2026-03-24 Dirk Lauinger , Deepjyoti Deka , Sungho Shin