☆ 4.8 Article

Optimal day-ahead large-scale battery dispatch model for multi-regulation participation considering full timescale uncertainties

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2024)

Related references

Note: Only part of the references are listed.

Article Thermodynamics

Day-ahead optimization dispatch strategy for large-scale battery energy storage considering multiple regulation and prediction failures

Mingze Zhang et al.

Summary: A large-scale battery energy storage station (LS-BESS) dispatched by grid operators can address the power and electricity energy imbalance problems caused by high-proportion wind power in the grid. To minimize operation costs and achieve coordination of various service demands, a day-ahead dispatch optimization model is established, utilizing the regulation advantages of conventional units and a LS-BESS. To account for wind power variations, a robust optimization approach based on the budget uncertainty set is proposed. Extensive simulations and comparisons verify the effectiveness of the day-ahead dispatch strategy in modern power systems with high penetration of wind power.

ENERGY (2023)

Add to Collection

Article Thermodynamics

Sizing capacities of renewable generation, transmission, and energy storage for low-carbon power systems: A distributionally robust optimization approach

Rui Xie et al.

Summary: This paper investigates the capacity sizing problem during the transition to a low-carbon power system. By coordinating the upgrade of transmission lines and installation of energy storage units, the renewable generation capacities at given sites are determined. A novel distributionally robust bi-objective sizing method using Wasserstein-metric-based ambiguity sets is proposed to minimize the total investment cost and expected carbon dioxide emission while satisfying operating conditions and load shedding risk constraint.

ENERGY (2023)

Add to Collection

Article Thermodynamics

A robust model for aggregated bidding of energy storages and wind resources in the joint energy and reserve markets

Meysam Khojasteh et al.

Summary: The study introduces a new model to assess the performance of BES in various markets and determines optimal participation levels based on market prices, ramp rates, marginal costs, and technical constraints of units.

ENERGY (2022)

Add to Collection

Article Engineering, Electrical & Electronic

Bi-level non-convex joint optimization model of energy storage in energy and primary frequency regulation markets

Xia Wang et al.

Summary: This paper proposes a new bi-level optimization joint model, considering dynamic frequency nonlinear constraints and non-convex constraints, transforming them into a single-level mixed integer linear programming problem using reformulation-linearization technique. The study focuses on the impact of energy storage on system frequency and market clearing prices, as well as the balanced decision-making relationship between energy storage operation and clearing prices.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2022)

Add to Collection

Article Green & Sustainable Science & Technology

Optimal investment portfolio strategies for power enterprises under multi-policy scenarios of renewable energy

Mingming Zhang et al.

Summary: In the investment decision-making of electric power enterprises, selecting a portfolio of different power generation technologies and adapting to changes in policy scenarios can determine the optimal investment strategy by using real option and portfolio optimization models to ensure expected value while reducing risks and increasing the share of renewable energy power generation.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2022)

Add to Collection

Article Energy & Fuels

Distributionally robust optimal dispatch in the power system with high penetration of wind power based on net load fluctuation data

Hongming Yang et al.

Summary: This paper proposes an optimal dispatch model considering the uncertainty of wind power, which can effectively enhance wind power absorption, ensure secure operation, and improve the robustness of the dispatch strategy in power systems with high wind power penetration.

APPLIED ENERGY (2022)

Add to Collection

Article Energy & Fuels

Multi-service battery energy storage system optimization and control

Sarmad Hanif et al.

Summary: This paper presents a multiple grid service procurement and operation approach for battery energy storage systems (BESS), addressing the nonlinearity of BESS services and uncertainty in market forecasts. The proposed framework considers an optimal multi-temporal dimension and has been tested with utility-scale BESS, showing its effectiveness in systematic BESS planning and operation.

APPLIED ENERGY (2022)

Add to Collection

Article Thermodynamics

Optimal intra-day operations of behind-the-meter battery storage for primary frequency regulation provision: A hybrid lookahead method

Kerui Wen et al.

Summary: This study proposes a hybrid lookahead method with value function approximation strategy to achieve both electricity bill reduction and primary frequency regulation. By introducing multi-dimensional indicators to evaluate the proposed strategy, simulations and benchmarking comparisons demonstrate its superior performance.

ENERGY (2022)

Add to Collection

Article Engineering, Electrical & Electronic

Optimal participation of price-maker battery energy storage systems inenergy and ancillary services markets considering degradation cost

Reza Khalilisenobari et al.

Summary: This paper proposes a bi-level optimization framework to investigate the optimal market operation strategies of price-maker battery energy storage systems, with a special focus on understanding the impact of battery degradation cost on BESS market activities.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2022)

Add to Collection

Article Engineering, Electrical & Electronic

Multi-objective unit commitment of jointly concentrating solar power plant and wind farm for providing peak-shaving considering operational risk

Yuchen Fang et al.

Summary: This paper proposes a multi-objective unit commitment model for peak-shaving by jointly utilizing a concentrating solar power plant and a wind farm, considering operational risk. The model incorporates the operational risk into the unit commitment model and optimizes the operational flexibility of power systems to reduce risk. The proposed model co-optimizes uncertainty level and peak-shaving operation, achieving an optimal balance between peak-shaving effect and reliability.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2022)

Add to Collection

Article Green & Sustainable Science & Technology

Robustness of electricity systems with nearly 100% share of renewables: A worst-case study

Francisco Gutierrez-Garcia et al.

Summary: This study aims to determine a sustainable electricity generation system that can withstand extreme weather conditions and conducts a sensitivity analysis to identify key parameters affecting the levelized cost of electricity (LCOE). The results show that a decarbonized electricity system can be designed using existing sustainable assets, providing a reliable supply at a significantly lower average cost than current market prices.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2022)

Add to Collection

Article Energy & Fuels

Synergies between energy arbitrage and fast frequency response for battery energy storage systems

Elian Pusceddu et al.

Summary: This paper explores the synergies between fast frequency response and energy arbitrage when using a battery energy storage system, showing that innovative state-of-charge management strategies and optimized operations can increase a battery system's operating profits by 25%.

APPLIED ENERGY (2021)

Add to Collection

Article Engineering, Electrical & Electronic

Frequency regulation analysis of modern power systems using start-stop peak shaving and deep peak shaving under different wind power penetrations

Ming Du et al.

Summary: The study considers the role of deep peak shaving in frequency regulation of power systems and finds that deep peak shaving can effectively reduce frequency oscillations and help keep systems away from large frequency deviations. As wind power penetration increases, the regulating capabilities of conventional units and the models of wind energy conversion systems have different impacts on frequency performance.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2021)

Add to Collection

Article Engineering, Electrical & Electronic

Understanding the impact of network topology on frequency stability considering continuous spatial-temporal disturbances from wind generation

Warren J. Farmer et al.

Summary: This paper investigates the impact of wind speed fluctuations on frequency stability in low-inertia power systems, finding that wind speed fluctuations deplete inertia energy and have negative effects on system stability. For non-homogeneous network topologies, transmission line reactance plays a key role in stabilizing RoCoF fluctuations.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2021)

Add to Collection

Review Green & Sustainable Science & Technology

The role of inertia for grid flexibility under high penetration of variable renewables-A review of challenges and solutions

Peter Makolo et al.

Summary: Integrating renewable energy sources into the grid has the potential to replace traditional synchronous generators, leading to challenges related to low, unpredictable, and time-changing inertia. The research emphasizes the importance of inertia estimation techniques and synthetic inertia provision in the network. It also discusses the significance of prior knowledge of system inertia and the coordination and optimization of conventional synchronous generator's inertia and synthetic inertia for grid reliability and flexibility.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

Add to Collection

Article Green & Sustainable Science & Technology

Integrating high share of renewable energy into power system using customer-sited energy storage

Siyuan Chen et al.

Summary: Increasing the share of renewable energy in the global energy system requires more flexibility, with customer-sited energy storage systems being a promising measure. A case study in Sichuan Province, China, showed that customer-sited energy storage can partially replace coal power plants, reduce CO2 emissions, but currently cannot generate profits. Further reduction in storage costs, improved technology, and policy support are needed to enhance the development of customer-sited energy storage systems.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

Add to Collection

Article Green & Sustainable Science & Technology

Challenges and opportunities of inertia estimation and forecasting in low-inertia power systems

Evelyn Heylen et al.

Summary: This paper provides an overview and classification of inertia estimation methods, categorizing them based on the time horizon and scope of estimation. The framework presented allows for objective comparisons of newly developed or improved methods with existing ones, identifying shortcomings and suggesting areas for future work in inertia estimation.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

Add to Collection

Article Engineering, Multidisciplinary

Optimal Operation of Integrated Heat and Electricity Systems: A Tightening McCormick Approach

Lirong Deng et al.

Summary: Combined heat and electricity operation with variable mass flow rates enhances flexibility, economy, and sustainability, but faces challenges due to nonlinear and nonconvex optimization problems. Reformulating the model and applying McCormick envelopes can improve the solution quality and computational efficiency by reducing bilinear constraints.

ENGINEERING (2021)

Add to Collection

Article Energy & Fuels

A novel capacity demand analysis method of energy storage system for peak shaving based on data-driven

Zhenpeng Hong et al.

Summary: This paper proposes a data-driven method for analyzing the capacity demand of energy storage participating in grid auxiliary peak shaving, and studies the relationship between peak shaving pressure of the grid and energy storage capacity by establishing models and solving them using algorithms. The effectiveness of the method is verified through simulation analysis, providing a theoretical basis for energy storage participating in grid auxiliary services.

JOURNAL OF ENERGY STORAGE (2021)

Add to Collection

Review Computer Science, Information Systems

Use of Forecasting in Energy Storage Applications: A Review

Vinayak Sharma et al.

Summary: In the past decade, there has been a significant shift towards renewable energy sources due to the increasing demand for energy in a sustainable manner. However, the dependency of renewable energy generation on weather conditions poses a major challenge. Energy storage is crucial for harnessing renewable energy and managing stochasticity in generation. Current research has focused on the importance of forecasting for effective energy storage management, but further studies are needed to understand the actual value of forecasts in different energy storage applications.

IEEE ACCESS (2021)

Add to Collection

Article Engineering, Electrical & Electronic

Continuous Under-Frequency Load Shedding Scheme for Power System Adaptive Frequency Control

Changgang Li et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2020)

Add to Collection

Review Green & Sustainable Science & Technology

A review on rapid responsive energy storage technologies for frequency regulation in modern power systems

Umer Akram et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2020)

Add to Collection

Review Green & Sustainable Science & Technology

Fast frequency control ancillary services: An international review

Daniel Fernandez-Munoz et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2020)

Add to Collection

Article Engineering, Electrical & Electronic

Chance-Constrained Frequency Regulation with Energy Storage Systems in Distribution Networks

Yanan Sun et al.

IEEE TRANSACTIONS ON SMART GRID (2020)

Add to Collection

Article Engineering, Electrical & Electronic

Optimal planning of clustered microgrid using a technique of cooperative game theory

Liaqat Ali et al.

ELECTRIC POWER SYSTEMS RESEARCH (2020)

Add to Collection

Article Engineering, Electrical & Electronic

An Analytical Model for Frequency Nadir Prediction Following a Major Disturbance

Liu Liu et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2020)

Add to Collection

Review Energy & Fuels

Review of wind power scenario generation methods for optimal operation of renewable energy systems

Jinghua Li et al.

APPLIED ENERGY (2020)

Add to Collection

Article Energy & Fuels

An advanced day-ahead bidding strategy for wind power producers considering confidence level on the real-time reserve provision

Seyyed Ahmad Hosseini et al.

APPLIED ENERGY (2020)

Add to Collection

Article Energy & Fuels

A robust offering strategy for wind producers considering uncertainties of demand response and wind power

Xuemei Dai et al.

APPLIED ENERGY (2020)

Add to Collection

Article Energy & Fuels

Multi-timescale cooperated optimal dispatch strategy for ultra-large-scale storage system

Li Xiangjun et al.

ENERGY REPORTS (2020)

Add to Collection

Article Engineering, Electrical & Electronic

The Value of Multi-Stage Stochastic Programming in Risk-Averse Unit Commitment Under Uncertainty

Ali Irfan Mahmutogullari et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2019)

Add to Collection

Article Energy & Fuels

Economic and environmental benefits of coordinating dispatch among distributed electricity storage

Menglian Zheng et al.

APPLIED ENERGY (2018)

Add to Collection

Article Energy & Fuels

Economical flexibility options for integrating fluctuating wind energy in power systems: The case of China

Yi Ding et al.

APPLIED ENERGY (2018)

Add to Collection

Article Engineering, Electrical & Electronic

Data-Driven Affinely Adjustable Distributionally Robust Unit Commitment

Chao Duan et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2018)

Add to Collection

Article Green & Sustainable Science & Technology

A Bilevel Model for Participation of a Storage System in Energy and Reserve Markets

Ehsan Nasrolahpour et al.

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2018)

Add to Collection

Article Engineering, Electrical & Electronic

Scalable Planning for Energy Storage in Energy and Reserve Markets

Bolun Xu et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2017)

Add to Collection

Article Engineering, Electrical & Electronic

Robust Risk-Constrained Unit Commitment With Large-Scale Wind Generation: An Adjustable Uncertainty Set Approach

Cheng Wang et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2017)

Add to Collection

Article Energy & Fuels

Day-ahead optimal dispatch for wind integrated power system considering zonal reserve requirements

Fan Liu et al.

APPLIED ENERGY (2017)

Add to Collection

Article Engineering, Electrical & Electronic

Frequency Dynamics Constrained Unit Commitment With Battery Energy Storage

Yunfeng Wen et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2016)

Add to Collection

Article Engineering, Electrical & Electronic

Two-Stage Multi-Objective Unit Commitment Optimization Under Hybrid Uncertainties

Bo Wang et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2016)

Add to Collection

Article Engineering, Electrical & Electronic

Application of Cost-CVaR model in determining optimal spinning reserve for wind power penetrated system

Junli Wu et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2015)

Add to Collection

Review Green & Sustainable Science & Technology

Review on probabilistic forecasting of wind power generation

Yao Zhang et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2014)

Add to Collection

Article Engineering, Electrical & Electronic

Analysis of Power System Dynamics Subject to Stochastic Power Injections

Sairaj V. Dhople et al.

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS (2013)

Add to Collection

Article Engineering, Electrical & Electronic

Risk-limiting dispatch for integrating renewable power

Ram Rajagopal et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2013)

Add to Collection

Article Engineering, Multidisciplinary

An Investigation on the Active-Power Variations of Wind Farms

Weixing Lin et al.

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS (2012)

Add to Collection

Article Engineering, Electrical & Electronic

Maximum Frequency Deviation Calculation in Small Isolated Power Systems

Ignacio Egido et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2009)

Add to Collection

Article Engineering, Electrical & Electronic

A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem

Miguel Carrion et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2006)

Add to Collection

Article Engineering, Electrical & Electronic

Unit commitment with primary frequency regulation constraints

JF Restrepo et al.

IEEE TRANSACTIONS ON POWER SYSTEMS (2005)

Add to Collection

Article Management

The price of robustness

D Bertsimas et al.

OPERATIONS RESEARCH (2004)

Add to Collection

© Peeref 2019-2024. All rights reserved.