Energy management of small-scale PV-battery systems: A systematic review considering practical implementation, computational requirements, quality of input data and battery degradation

Azuatalam, Donald; Paridari, Kaveh; Ma, Yiju; Förstl, Markus; Chapman, Archie C.; Verbič, Gregor

doi:10.1016/j.rser.2019.06.007

Cited by 93 publications

(52 citation statements)

References 112 publications

(156 reference statements)

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“…The algorithms have also been dealt with in several review papers. 49,50 However, a comparison and assessment of the implications to battery aging has not been provided previously. Each method is evaluated for a residential PV-BESS for a time span of 20 years.…”

Section: Methodsmentioning

confidence: 99%

Assessment of residential battery storage systems and operation strategies considering battery aging

et al. 2019

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With the increasing popularity of combining residential photovoltaic systems with battery storages, research, industry, and customers look for ways to determine if such an investment is economically profitable. Simulation programs may serve to predict the profitability and lifetime of the system. In this paper, we use techno-economic analysis with a specific account of battery degradation to determine profitability and lifetime of a residential photovoltaic (PV) battery system under different energy management and tariff regimes. This work presents two case studies: the first being a techno-economic comparison for a residential PV-battery system in New South Wales, Australia and Germany, and the second analyzing the profitability and degradation impact of three different operation strategies for a battery storage in Australia. The results reveal that site-specific conditions (i.e., geographical and energy-economic constraints) may have a significant impact on the ideal system configuration and ultimately the anticipated battery lifetime. Furthermore, statistical analysis of different storage operation strategies applied to various prosumer load and generation profiles reveals the effects of storage dispatch strategies on battery aging.

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Section: Methodsmentioning

confidence: 99%

Assessment of residential battery storage systems and operation strategies considering battery aging

et al. 2019

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“…Poompavai and Kowsalya 11 presented a review study on energy management strategies applicable for PV and wind-fed water pumping system, but uncertainties associated with PV and wind generation are not addressed in the paper. Azuatalam et al 12 provide a technoeconomic assessment of seven different HEMS strategies including their forecast, and it was found that practical implementation of these strategies is limited due to the assumption made in modeling of different EMS. Zia et al 13 Abbreviations: BEMS, building energy management system; DR, demand response; DSM, demand-side management; EMS, energy management system; ESS, energy storage system; HEMS, home energy management system; PEV, plug-in electric vehicle; SHEMS, smart home energy management system.…”

Section: Contributionsmentioning

confidence: 99%

“…Poompavai and Kowsalya presented a review study on energy management strategies applicable for PV and wind‐fed water pumping system, but uncertainties associated with PV and wind generation are not addressed in the paper. Azuatalam et al provide a technoeconomic assessment of seven different HEMS strategies including their forecast, and it was found that practical implementation of these strategies is limited due to the assumption made in modeling of different EMS. Zia et al provided a critical review on microgrids EMS with insights on various solution approaches and communication requirement for microgrid.…”

Section: Introductionmentioning

confidence: 99%

Energy management system for smart grid: An overview and key issues

2020

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Summary Energy crisis and the global impetus to “go green” have encouraged the integration of renewable energy resources, plug‐in electric vehicles, and energy storage systems to the grid. The presence of more than one energy source in the grid necessitates the need for an efficient energy management system to guide the flow of energy. Moreover, the variability and volatile nature of renewable energy sources, uncertainties associated with plug‐in electric vehicles, the electricity price, and the time‐varying load bring new challenges to the power engineers to achieve demand‐supply balance for stable operation of the power system. The energy management system can effectively coordinate the energy sharing/trading among all available energy resources, and supply loads economically in all the conditions for the reliable, secure, and efficient operation of the power system. This paper reviews the framework, objectives, architecture, benefits, and challenges of the energy management system with a comprehensive analysis of different stakeholders and participants involved in it. The review paper gives a critical analysis of the distributed energy resources behavior and different programs such as demand response, demand‐side management, and power quality management implemented in the energy management system. Different uncertainty quantification methods are also summarized. This review paper also presents a comparative and critical analysis of the main optimization techniques used to achieve different energy management system objectives while satisfying multiple constraints. Thus, the review offers numerous recommendations for research and development of the cutting‐edge optimized energy management system applicable for homes, buildings, industries, electric vehicles, and the whole community.

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“…While modeling energy storage, solar PV, and EVs can be fairly straightforward, forecasting and controlling HVAC loads as a source of flexibility would require a detailed thermal modeling of the building. More generally, optimization-based and analytical models have worked well in the modeling and predictive control of energy storage and solar PV systems [43,44]. On the other hand, flexible loads in buildings, particularly HVAC systems, are more difficult to predict due to many uncertainties involved in occupancy-building interactions arising from both internal and external factors [45].…”

Section: Transactive Dermentioning

confidence: 99%

Transactive Energy Market for Energy Management in Microgrids: The Monash Microgrid Case Study

et al. 2020

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Transactive energy is a novel approach for energy management and trading, which can be used in microgrids to facilitate the integration of distributed energy resources (DERs) in existing networks. The key feature in transactive energy is using market-based solutions for energy management. Hence, an appropriate transactive energy market (TEM) framework should be designed to enable and incentivize DER owners to participate in different markets. The efficient implementation of TEM for microgrid energy management encompasses the application of a variety of design principles. In this rapidly developing area, this paper presents a complete proposal of the TEM as a framework for the design, implementation, and deployment of transactive energy solutions for energy management in microgrids. In particular, we outline the requirements to design an effective market mechanism for the TEM. The applicability of this perspective is demonstrated through the introduction of the Monash Microgrid as a real-world implementation of a TEM solution, where a complete hardware and software foundation is presented as a platform to deploy a market-based solution for microgrid energy management. This is further illustrated through an example scenario, where the application of TEM is discussed to demonstrate the impact of considered design choices on achieving desired objectives.

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Energy management of small-scale PV-battery systems: A systematic review considering practical implementation, computational requirements, quality of input data and battery degradation

Cited by 93 publications

References 112 publications

Assessment of residential battery storage systems and operation strategies considering battery aging

Assessment of residential battery storage systems and operation strategies considering battery aging

Energy management system for smart grid: An overview and key issues

Transactive Energy Market for Energy Management in Microgrids: The Monash Microgrid Case Study

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