Battery energy storage sizing based on a model predictive control strategy with operational constraints to smooth the wind power

Cao, Minjian; Xu, Qingshan; Qin, Xiaoyang; Cai, Jianguo

doi:10.1016/j.ijepes.2019.105471

Cited by 66 publications

(28 citation statements)

References 18 publications

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“…Electricity storage can manage or even overcome intermittency, allowing solar and wind sources to store their electricity for later use (Cao et al, 2020 ). Tesla is already mass-producing such energy-storage devices for home and commercial use.…”

Section: Illustrations Of Organizations Coping With Long-term Energy mentioning

confidence: 99%

Long-term energy transitions and international business: Concepts, theory, methods, and a research agenda

2021

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International business and management (IB/IM) scholars are increasingly calling for more research attention to subject matter that incorporates global-scale issues (Buckley, Doh, & Benischke, 2017). These calls have frequently focused on societal “grand challenges” that transcend discrete geographical locations and well-defined (typically short) time periods. The present long-term energy transition (LTE), characterized by a shift away from hydrocarbons and towards renewables, represents an important example of a multi-level, multi-actor global challenge that unfolds at the interface of business and society, and requires employing multiple conceptual lenses to process and understand. Researchers addressing such multi-faceted complex problems face a range of challenges related to theorizing, framing, modeling, and ultimately conducting empirical studies. Based on our collective work as IB scholars and journal editors, in this Perspective article we identify some of the challenges long-term energy transitions pose, reflect on how those challenges can be conceptualized, offer potential responses, and propose a future research agenda.

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Section: Illustrations Of Organizations Coping With Long-term Energy mentioning

confidence: 99%

Long-term energy transitions and international business: Concepts, theory, methods, and a research agenda

2021

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“…The MPC formulation for the short-term dispatching of a wind farm incorporated with DBESS was obtained from a combination of Eqs. (9)-(12) as follows: (15) where yref is the target reference trajectory, or the dispatch order.…”

Section: B Mpc Controller Designmentioning

confidence: 99%

“…The development of energy storage and power electronic technologies has resulted in the construction of a battery energy storage system (BESS) with a certain capacity integrated into the wind farm as well as a related control strategy to compensate the deviation between dispatch order and the actual active power of a wind farm, thereby improving the dispatchability of wind farm active power [6][7][8]. The majority of research regarding the usage of BESS to smooth active wind power focuses on the elimination of random components through the use of high-frequency wind turbines and wind farms [9][10][11][12][13][14][15][16][17][18]. The widely applied methods were the filter algorithm, such as low pass filter [9] and twostage filter [10].…”

Section: Introductionmentioning

confidence: 99%

“…Since the MPC is a real-time and optimal control approach, it is still widely used to suppress wind energy fluctuations through BESS. In [15], a dual-loop frame for BESS to smooth the wind power was proposed, where the outer loop is to determine the set-point power and the inner loop is to construct the operational constraint by MPC. In [16], a battery system model which was non-convex is proposed and MPC is employed to improve the control performance of the BESS.…”

Section: Introductionmentioning

confidence: 99%

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Dispatching of a Wind Farm Incorporated With Dual-Battery Energy Storage System Using Model Predictive Control

2020

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The battery energy storage system (BESS) integrated with a wind farm is an efficient way to smooth wind power fluctuations and improve wind farm dispatchability. The presented study proposed a model predictive control (MPC)-based power dispatch strategy for a wind farm incorporated with dualbattery energy storage system (DBESS). The state space model of the active power balance of the wind farm incorporated with DBESS was established to analyze the operation mode of the DBESS. The MPC was then applied to acquire the control inputs of the two batteries, thereby enabling both batteries to respectively be in a state of charging and discharging to track the alternating dispatch order. Actual wind power data was applied in the simulation, wherein the results indicate that the proposed MPC-based dispatching strategy of the DBESS-incorporated wind farm effectively tracks the dispatching order using the output of the wind/battery storage hybrid system, thereby improve the dispatchability of the wind farm while simultaneously reducing battery switching times and extending the lifetime of battery. INDEX TERMS Battery energy storage system (BESS); wind power; power dispatch; model predictive control (MPC); battery lifetime.

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“…In [8], a wind farm incorporated with dualbattery energy storage system is dispatched via MPC. In [9], an approach of sizing ESS is presented from the perspective of facilitating the integration of the wind farm; MPC is considered in the inner control loop that makes the actual output power follow the set-point power by charging/discharging ESS subject to operational constraints. In distribution networks, MPC is employed to control storage for power tracking and shaving [10] and calculating the dynamic optimal power flow [11].…”

Section: Introductionmentioning

confidence: 99%

Real-Time Self-Dispatch of a Remote Wind-Storage Integrated Power Plant Without Predictions: Explicit Policy and Performance Guarantee

Guo

Wei

Chen

et al. 2021

IEEE Open J. Power Energy

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Battery energy storage sizing based on a model predictive control strategy with operational constraints to smooth the wind power

Cited by 66 publications

References 18 publications

Long-term energy transitions and international business: Concepts, theory, methods, and a research agenda

Long-term energy transitions and international business: Concepts, theory, methods, and a research agenda

Dispatching of a Wind Farm Incorporated With Dual-Battery Energy Storage System Using Model Predictive Control

Real-Time Self-Dispatch of a Remote Wind-Storage Integrated Power Plant Without Predictions: Explicit Policy and Performance Guarantee

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