Energy Management System (EMS) models for the optimal real-time operation and control of Battery Energy Storage Systems (BESS) for peak shaving and frequency regulation

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Project abstract

The scientific challenge is to propose an approach of optimal real-time operation and control of Battery Energy Storage System (BESS) for the correct delivery of peak shaving and frequency regulation services. The situational determination of the complexity of the models adopted for such an approach depending on the parametric requirements of the facility in question should also be considered. Academic literature is full of many complex optimization techniques that work very well on the utility scale, but a simpler approach is needed for smaller prosumers of electricity. This project proposes to design the approach of achieving the optimal balance between the design complexity of real-time operation and control models and the value generated by implementing such models. The Energy Management System (EMS) designed in [1],[2] tries to optimize the planning and scheduling for peak shaving and frequency regulation. A challenge in this project will be to design and implement an approach of correctly quantifying the inaccuracies associated with the planning and scheduling. These errors will then be used to complement the optimal real-time operation and control designs of the EMS.

It is crucial to design and implement the real-time operation and control component of the EMS, as only this implementation can accurately validate the economic and technical viability of the integrated EMS before its commercial use.

The expectation from this project is to design and test a fully integrated proof of concept of an EMS for BESS that performs peak shaving and frequency regulation.

References:
[1] H. Shafique, L. B. Tjernberg, D.-E. Archer and S. Wingstedt, "Energy Management System (EMS) of Battery Energy Storage System (BESS) – Providing Ancillary Services," IEEE PowerTech, Madrid, 2021.
[2] H. Shafique, L. B. Tjernberg, D.-E. Archer and S. Wingstedt, "Behind the meter strategies - Energy Management System with a Swedish case study"

Summary of work

Recent publications:

1. Behind the Meter Strategies: Energy management system with a Swedish case study. Hamza Shafique, Lina Bertling Tjernberg, Dan-Eric Archer, Samuel Wingstedt. 2021, IEEE Electrification Magazine.

2. Energy Management System (EMS) of Battery Energy Storage System (BESS)–Providing Ancillary Services. Hamza Shafique, Lina Bertling Tjernberg, Dan-Eric Archer, Samuel Wingstedt. 2021, IEEE Madrid PowerTech.

Event log

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Project reference-group

Nicholas Etherden,  Vattenfall
Robert Eriksson,  Svenska kraftnät and KTH
Dan-Eric Archer,  CheckWatt

Publications by this researcher

See alternatively the researcher's full DiVA list of publications, with options for sorting.
Publications in journals and conferences usually will not show until a while after they are published.

The flexible grid infrastructure enabling power grid evolution and decarbonization
Lina Bertling,   Hamza Shafique.
2023,   Handbook on Climate Change and Technology

Peak Demand Shaving Based on Solar and Load Forecasting at Port of Gavle
Pavithra Gopalakrishnan,   Parnian Alikhani,   Hamza Shafique,   Lina Bertling Tjernberg,   Jonathan Hallinder,   Adam Engström,   Ying He.
2022,   17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Manchester, 12 June 2022, through 15 June 2022

Real-time Operation Model for Energy Management System of Battery Energy Storage System - Case Study : The School of Sinntorp
Hamza Shafique,   Dan-Eric Archer,   Robert Eriksson,   Lina Bertling Tjernberg.
2022,   17th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), JUN 12-15, 2022, Manchester, England

Simplistic Revenue Based BESS Sizing Tool Developed in Python Using Historical Grid Data
Lucas Tunelid,   Michael Peri,   Srinath Sathyamoorthy,   Hamza Shafique,   Andres Rozas,   Lina Bertling.
2022,   IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)

Energy Management System (EMS) of Battery Energy Storage System (BESS) – Providing Ancillary Services
Hamza Shafique,   Lina Bertling Tjernberg,   Dan-Eric Archer,   Samuel Wingstedt.
2021,   2021 IEEE Madrid PowerTech, PowerTech 2021, Madrid, 28 June 2021 through 2 July 2021

Light-Induced Passivation in Triple Cation Mixed Halide Perovskites : Interplay between Transport Properties and Surface Chemistry.
Stefania Cacovich,   Davina Messou,   Adrien Bercegol,   Solène Béchu,   Armelle Yaiche,   Hamza Shafique,   Jean Rousset,   Philip Schulz,   Muriel Bouttemy,   Laurent Lombez.
2020,   ACS Applied Materials and Interfaces, vol. 12(31)

Publication list last updated from DiVA on 2024-08-22 22:58.

Page started: 2021-09-01
Last generated: 2024-08-22