Energy management in the smart grid: State-of-the-art and future trends

Meliani, Meryem; Barkany, Abdellah El; Abbassi, Ikram El; Darcherif, Abdel Moumen; Mahmoudi, Mahdi

doi:10.1177/18479790211032920

Cited by 78 publications

(60 citation statements)

References 112 publications

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“…Energy Management Systems (EMSs) [99,100] represent important applications and research topics. Different rule-based strategy models are proposed in the literature.…”

Section: Discussion: Research Topics Correlated To Energy Complex Modelsmentioning

confidence: 99%

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Advanced and Complex Energy Systems Monitoring and Control: A Review on Available Technologies and Their Application Criteria

Massaro¹,

Starace²

2022

Sensors

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Complex energy monitoring and control systems have been widely studied as the related topics include different approaches, advanced sensors, and technologies applied to a strongly varying amount of application fields. This paper is a systematic review of what has been done regarding energy metering system issues about (i) sensors, (ii) the choice of their technology and their characterization depending on the application fields, (iii) advanced measurement approaches and methodologies, and (iv) the setup of energy Key Performance Indicators (KPIs). The paper provides models about KPI estimation, by highlighting design criteria of complex energy networks. The proposed study is carried out to give useful elements to build models and to simulate in detail energy systems for performance prediction purposes. Some examples of energy complex KPIs based on the integration of the Artificial Intelligence (AI) concept and on basic KPIs or variables are provided in order to define innovative formulation criteria depending on the application field. The proposed examples highlight how modeling a complex KPI as a function of basic variables or KPIs is possible, by means of graph models of architectures.

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“…Energy Management Systems (EMSs) [99,100] represent important applications and research topics. Different rule-based strategy models are proposed in the literature.…”

Section: Discussion: Research Topics Correlated To Energy Complex Modelsmentioning

confidence: 99%

“…Some authors discuss control approach schemes with an operation process for micro-grid systems including forecasting, sensing, and actuation [99]. The energy management problem is typically formulated as a deterministic Optimal Control Problem (OCP) [100].…”

Section: Discussion: Research Topics Correlated To Energy Complex Modelsmentioning

confidence: 99%

Advanced and Complex Energy Systems Monitoring and Control: A Review on Available Technologies and Their Application Criteria

Massaro¹,

Starace²

2022

Sensors

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“…The SCADA used advanced computational programs during the early 1990s and was converted to a real-time supervisory controller called the EMS. This system included many activities such as demand side management (DSM), load control (LC), and a distribution management system (DMS) [37].…”

Section: Energy Management System (Ems)mentioning

confidence: 99%

A Review of Energy Management and Power Management Systems for Microgrid and Nanogrid Applications

2021

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In the past few years, the application and research community has expressed a lot of interest in managing energy and power while using distributed generation systems. Electricity generation and its usage coordination are vital aspects of energy efficiency that can help in saving energy, decreasing energy costs, and fulfilling global emission objectives. Owing to the relevance of the topic, here, the researchers have presented a comparative and critical review of recent developments in the fields of energy management systems (EMSs) and power management systems (PMSs). Furthermore, the researchers also reviewed the various EMS and PMS methods that could be used for reviewing microgrid (MG) and nanogrid (NG) systems. The EMS for MG and NG systems helps in addressing important economic objectives like minimisation of operational costs after optimising the fuel costs, emission costs, and battery degradation costs, while also improving the life of the MG devices. Alternatively, the PMS helps in addressing technical objectives like improving the stability, flexibility, reliability, and quality of MG and NG systems. The researchers have also discussed the drawbacks and challenges affecting the widespread application of EMSs and PMSs.

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“…While in the study [4], it reviews a number of fuzzy logic-based model applications for renewable energy systems. In the last few years, the FL based models are proved to be widely adopted for location assessments, PV/wind power installation, PV/wind power tracking points [5]. The review shows that FL control based systems provides an accurate results.…”

Section: Introductionmentioning

confidence: 99%

Energy Management of a Fuzzy Control System in a Microgrid

et al. 2022

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Micro-grids can be considered as the ideal way to integrate renewable energy sources into electricity generation and to give consumers the opportunity to participate in the electricity market as consumers and producers. Our study aims to implement a micro-grid with solar and wind power generation and storage systems. However, the integration of a battery storage system into a micro-grid requires a thorough control of charge and discharge techniques due to the different load conditions. In this study, the proposed system can transfer electricity to and from the main grid. Although, the objective of the simulation is to control at the same time the energy input and output of the principal grid in order to maximize the profit and minimize the cost. To cope with the uncertainties of the system, a fuzzy logic controller for charge-discharge as well as a scheduling of battery energy storage systems is simulated on Matlab, in order to ensure the energy availability on demand and to take a proper decision whether to store or sell energy.

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Energy management in the smart grid: State-of-the-art and future trends

Cited by 78 publications

References 112 publications

Advanced and Complex Energy Systems Monitoring and Control: A Review on Available Technologies and Their Application Criteria

Advanced and Complex Energy Systems Monitoring and Control: A Review on Available Technologies and Their Application Criteria

A Review of Energy Management and Power Management Systems for Microgrid and Nanogrid Applications

Energy Management of a Fuzzy Control System in a Microgrid

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