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Energy Management in Microgrids with Renewable Energy Sources: A Literature Review

Yimy E. García Vera, Rodolfo Dufo-López, José L. Bernal-Agustín
2019 Applied Sciences  
Energy management in microgrids is defined as an information and control system that provides the necessary functionality, which ensures that both the generation and distribution systems supply energy  ...  The integration of these systems is carried out in a distributed manner via microgrid systems; this provides a set of technological solutions that allows information exchange between the consumers and  ...  [60] proposed an energy management system for a MG based on dynamic programming and mixed-integer non-linear programming optimization.  ... 
doi:10.3390/app9183854 fatcat:i3kkxrvxkzfkrikaylmdrbizpi

Review of Control and Energy Management Approaches in Micro-Grid Systems

Abdellatif Elmouatamid, Radouane Ouladsine, Mohamed Bakhouya, Najib El Kamoun, Mohammed Khaidar, Khalid Zine-Dine
2020 Energies  
and air conditioning systems.  ...  For instance, MG (Micro-grid) buildings are one of the main consumers of electricity, and if they are correctly constructed, controlled, and operated, a significant energy saving can be attained.  ...  The EM problem is decomposed into Unit Commitment and Optimal Power Flow problems in order to avoid a mixed-integer non-linear formulation.  ... 
doi:10.3390/en14010168 fatcat:ubvnq5cklbb45nvcnylw7cixse

Optimization Techniques for Operationand Control of Microgrids � Review

C. Suchetha, J. Ramprabhakar, Department of Electrical and Electronics Engineering, Amrita School of Engineering, Bangalore, Amrita Vishwa Vidyapeetham, India, Department of Electrical and Electronics Engineering, Amrita School of Engineering, Bangalore, Amrita Vishwa Vidyapeetham, India
2018 Journal of green engineering  
The study of multi-objective optimization problems shows superior performance by combining intelligent optimization algorithms with adaptive techniques.  ...  This paper summarizes various optimization methodologies and criterion for optimization of Microgrids.  ...  The communication between the agents follows a modified contract net protocol (MCNP). Mixed integer linear programming (MILP) models are developed for each step.  ... 
doi:10.13052/jge1904-4720.847 fatcat:ro5ftku7vrgirbnu3x4oa2o53e

A Review on Optimal Generation Techniques used in Microgrids

Pissa Sandhya Rani, K. S. V. Phani Kumar
2015 International Journal of Engineering Research and  
loads that cooperate together in order to improve the power supply reliability, power quality and overall power system stability.  ...  This paper presents different optimization techniques developed in recent days for minimization of cost, over emissions and curtailment of loads.  ...  To model the normal operation problem, mixed integer programming was used and for resilient operation problem, linear programming was used [4] .  ... 
doi:10.17577/ijertv4is090743 fatcat:u62mo6hxubbw3je26xpdfmug5e

Strategies for Controlling Microgrid Networks with Energy Storage Systems: A Review

Mudhafar Al-Saadi, Maher Al-Greer, Michael Short
2021 Energies  
Distributed Energy Storage Systems are considered key enablers in the transition from the traditional centralized power system to a smarter, autonomous, and decentralized system operating mostly on renewable  ...  Specific focus on control strategies based upon multiagent communication and reinforcement learning is a main objective of this paper, reflecting recent advancements in digitalization and AI.  ...  The decomposition of the mixed-integer nonlinear formulation problem (MINLP) into the mixed-integer linear programming (MILP) and UC was a sign that this solution might be superior to other solutions that  ... 
doi:10.3390/en14217234 fatcat:anflqasqkrfnnivu42vhiodbei

Optimal energy management system based on stochastic approach for a home Microgrid with integrated responsive load demand and energy storage

Mousa Marzband, Hamed Alavi, Seyedeh Samaneh Ghazimirsaeid, Hasan Uppal, Terrence Fernando
2017 Sustainable cities and society  
An efficient energy management system (EMS) optimization algorithm based on mixed-integer linear programming (MILP) (termed as EMS-MILP) using the GAMS implementation for producing power optimization with  ...  Nomenclature Acronyms DER distributed energy resources ES energy storage EMS energy management systems UG+, UG-buying/ selling power from/to H-MG/the upstream grid H-MG home microgrid MILP mixed integer  ...  Mixed-Integer Linear Programming Optimization A mixed-integer linear program optimization is applied to the above objective function as; problem with: • For linear objective function of f T x, where f  ... 
doi:10.1016/j.scs.2016.09.017 fatcat:vgw46dlbrjf63n4h5wmmdfb3ve

Model Predictive Control for Microgrid Functionalities: Review and Future Challenges

Felix Garcia-Torres, Ascension Zafra-Cabeza, Carlos Silva, Stephane Grieu, Tejaswinee Darure, and Ana Estanqueiro
2021 Energies  
Microgrids appear as a key technology to pave the path towards the integration and optimized operation in smart grids.  ...  While these technologies have reached their technological maturity, the way they are integrated and operated in the future smart grids still presents several challenges.  ...  [93] proposed a stochastic MPC for a CHP microgrid using mix-integer linear programming.  ... 
doi:10.3390/en14051296 fatcat:2fu4d2tojragdawars7t6b4sam

Towards the next generation of smart grids: Semantic and holonic multi-agent management of distributed energy resources

Shaun Howell, Yacine Rezgui, Jean-Laurent Hippolyte, Bejay Jayan, Haijiang Li
2017 Renewable & Sustainable Energy Reviews  
This includes a discussion of modern concepts such as 'smart grid', 'microgrid', 'virtual power plant' and 'multi-energy system', and the relationships between them, as well as the trends towards distributed  ...  This promotes the systemic features of autonomy, belonging, connectivity, diversity and emergence, and balances global and local system objectives, through adaptive control topologies and demand responsive  ...  Thanks are also given to Jordan Bruce for personal discussion regarding cyber security topics.  ... 
doi:10.1016/j.rser.2017.03.107 fatcat:rwbvderau5estlsfoexoqzo2za

A topological overview of microgrids: from maturity to the future

2021 Turkish Journal of Electrical Engineering and Computer Sciences  
The concept of microgrid (MG) has attracted great attention from the system operators for increasing 3 operational effectiveness as well as providing more reliable, sustainable and economic power system  ...  Furthermore, incorporating MG architecture as a grid-10 support service in power system resiliency enhancement strategies is investigated with current literature studies.  ...  Control-limited adaptive dynamic programming for multi-battery energy storage 43 systems.  ... 
doi:10.3906/elk-2012-80 fatcat:vrlnyt2handr3jqbqtps5e7vem

General Aspects, Islanding Detection, and Energy Management in Microgrids: A Review

Md Mainul Islam, Mahmood Nagrial, Jamal Rizk, Ali Hellany
2021 Sustainability  
In MGs, an energy management system (EMS) is essential for the optimal use of DGs in intelligent, sustainable, reliable, and integrated ways.  ...  This review also highlights various MG challenges and recommendations for the operation of MGs, which will enhance the cost, efficiency, and reliability of MG operation for next-generation smart grid applications  ...  programming TG Traditional generation MAS Multi-agent system THD Total harmonic distortion MILP Mixed-integer linear programming UG Utility grid MINLP Mixed-integer nonlinear programming UOF  ... 
doi:10.3390/su13169301 fatcat:aquzubrfbne4fgunnvvqpy63fy

Generation scheduling in Microgrids under uncertainties in power generation

A. M. Zein Alabedin, E. F. El-Saadany, M. M. A. Salama
2012 2012 IEEE Electrical Power and Energy Conference  
Another drawback in stochastic programs is that they are not suitable for production level in contrast to mixed integer linear programs which have been recently adapted in industrial standards [34] .  ...  The unit commitment problem is usually formulated as a mixed integer linear programing (MILP) model.  ... 
doi:10.1109/epec.2012.6474937 fatcat:strz2dsicndopexi2lg32na74m

Energy Management System in Microgrids: A Comprehensive Review

Younes Zahraoui, Ibrahim Alhamrouni, Saad Mekhilef, M. Reyasudin Basir Khan, Mehdi Seyedmahmoudian, Alex Stojcevski, Ben Horan
2021 Sustainability  
However, such integration can affect the stability and security of power systems due to its complexity and intermittency.  ...  The energy management system (EMS) in an MG can operate controllable distributed energy resources and loads in real-time to generate a suitable short-term schedule for achieving some objectives.  ...  [75] analyzed an EMS in an MG integrated with a grid-connected BESS that applies mixed-integer linear programming (MILP) to minimize the operating costs and improve the self-consumption strategy.  ... 
doi:10.3390/su131910492 fatcat:rsmy6w4e4beixhizw2c2nkif7a

Managing Electric Vehicles in the Smart Grid Using Artificial Intelligence: A Survey

Emmanouil S. Rigas, Sarvapali D. Ramchurn, Nick Bassiliades
2015 IEEE transactions on intelligent transportation systems (Print)  
Along with the development of Smart Grids, the wide adoption of Electric Vehicles (EVs) is seen as a catalyst to the reduction of CO2 emissions and more intelligent transportation systems.  ...  On the other hand, collectives of EVs need to be organized in such a way as to avoid peaks on the grid that may result in high electricity prices and overload local distribution grids.  ...  George Koutitas (International Hellenic University) for the fruitful comments and discussions.  ... 
doi:10.1109/tits.2014.2376873 fatcat:6x6cbvs6nreghkefr2e4wvtdte

2020 Index IEEE Transactions on Industrial Informatics Vol. 16

2020 IEEE Transactions on Industrial Informatics  
Gharibeh, H.F., Fault Diagnosis in Photovoltaic Arrays Using GBSSL Method and Proposing a Fault Correction System; TII Aug. 2020 5300-5308  ...  Moulay, E., Online GMM Clustering and Mini-Batch Gradient Descent Based Optimization for Industrial IoT 4.0; 1427-1435 Messina, F., see Fortino, G., TII Sept. 2020 6133-6142 Mi, C., see Zhu, C., TII  ...  Crowdsourcing Model for Energy Efficiency Retrofit and Mixed-Integer Equilibrium Analysis.  ... 
doi:10.1109/tii.2021.3053362 fatcat:blfvdtsc3fdstnk6qoaazskd3i

Optimal Allocation and Operation of Droop-Controlled Islanded Microgrids: A Review

Maen Z. Kreishan, Ahmed F. Zobaa
2021 Energies  
, respectively, taking into consideration the multi-criteria decision problems as well as the optimization with uncertainty problems in the classification criterion.  ...  management systems.  ...  Microgrid DC Direct Current MGCC Microgrid Central Controller DCIMG Droop-Controlled Islanded Microgrid MILP Mixed Integer Linear Programming DG Distributed Generation MINLP Mixed-Integer Non-Linear  ... 
doi:10.3390/en14154653 fatcat:3pzekf234beblfgsa72zsjqjmy
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