New Forecasting-based Solutions for Optimal Energy Consumption in Microgrids with Load Shedding - Case Study: Petroleum Platform
Mohamed Ghaieth Abidi, Moncef Ben Smida, Mohamed Khalgui
2015
Abstract
This paper presents a new control strategy for optimal energy consumption in microgrids based on forecasting and load shedding method. In islanded mode, only local generation resources are usable. In this mode, the availability of resources is very influenced by meteorological factors. In order to achieve a high availability of energy, microgrid has to satisfy high requirements on intelligent power management. The main objective of this study is to develop a control based on the forecast of production and the priority of loads to ensure high availability of electrical power for critical loads. A mathematical model for the proposed strategy is developed. The simulation of this model on Matlab Simulink for different cases of microgrid topology (sources and loads) shows clearly a high improvement of degree of availability of electrical power supply distribution in microgrid.
References
- Bhoyar, R. and Bharatkar, S. (2013). Renewable energy integration in to microgrid: Powering rural maharashtra state of india. In India Conference (INDICON), 2013 Annual IEEE. IEEE.
- Gooding, P. A. (2013). A probabilistic analysis of islanding effects in a modeled distribution system with renewable resources. Ph.D. thesis, the Graduate School of Clemson University, France, 1st edition.
- Hatziargyriou, N. (2014). Microgrids Architectures and Control. Wiley, United Kingdom, 1st edition.
- H.X. Yang, L. L. and Burnett, J. (2003). Weather data and probability analysis of hybrid photovoltaic-wind power generation systems in hong kong. In Renewable Energy, Volume 28, Issue 11. Elsevier Science.
- Lee, Y.-Y. H. . C. Y. C. . M.-C. H. . Y.-R. C. . Y.-D. and Huang, H.-C. (2013). Multiscenario underfrequency load shedding in a microgrid consisting of intermittent renewables. In Power Delivery, IEEE Transactions on (Volume:28 , Issue: 3 ). IEEE.
- Logenthiran, T. ; Dept. of ECE, N. U. o. S. S. S. . S. D. . K.- A. and Raj, T. (2010). Optimal sizing of an islanded microgrid using evolutionary strategy. In Probabilistic Methods Applied to Power Systems (PMAPS), 2010 IEEE 11th International Conference on. IEEE.
- Taylor, Z. and Ranganathan, S. (2013). Designing High Availability Systems: DFSS and Classical Reliability Techniques with Practical Real Life Examples. WileyIEEE Press, Canada, 1st edition.
- Thang, D. M. (2012). Approche probabiliste pour lvaluation de la fiabilit du systme lectrique intgrant des nergies renouvelables peu prvisibles. Ph.D. thesis, Lille University of Science and Technology, France, 1st edition.
- V., P. and K.U, R. (2014). Predictive models for power management of a hybrid microgrid - a review. In Advances in Energy Conversion Technologies (ICAECT), 2014 International Conference on. IEEE.
- WANG, B. (2013). Intelligent control and power flow optimization of microgrid : energy management strategies. Ph.D. thesis, University of Technology of Compigne, Compigne, France, 1st edition.
- Wang Haiyan, T. X. . L. F. and BiYing, R. (2011). Research on energy management and its control strategies of microgrid. In Power and Energy Engineering Conference (APPEEC), 2011 Asia-Pacific. IEEE.
- Y. Nian, S. Liu, D. W. and Liu, J. (2013). A method for optimal sizing of stand-alone hybrid pv/wind/battery system. In Renewable Power Generation Conference (RPG 2013), 2nd IET. IET.
Paper Citation
in Harvard Style
Abidi M., Ben Smida M. and Khalgui M. (2015). New Forecasting-based Solutions for Optimal Energy Consumption in Microgrids with Load Shedding - Case Study: Petroleum Platform . In Proceedings of the 5th International Conference on Pervasive and Embedded Computing and Communication Systems - Volume 1: PECCS, ISBN 978-989-758-084-0, pages 289-296. DOI: 10.5220/0005244002890296
in Bibtex Style
@conference{peccs15,
author={Mohamed Ghaieth Abidi and Moncef Ben Smida and Mohamed Khalgui},
title={New Forecasting-based Solutions for Optimal Energy Consumption in Microgrids with Load Shedding - Case Study: Petroleum Platform},
booktitle={Proceedings of the 5th International Conference on Pervasive and Embedded Computing and Communication Systems - Volume 1: PECCS,},
year={2015},
pages={289-296},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005244002890296},
isbn={978-989-758-084-0},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 5th International Conference on Pervasive and Embedded Computing and Communication Systems - Volume 1: PECCS,
TI - New Forecasting-based Solutions for Optimal Energy Consumption in Microgrids with Load Shedding - Case Study: Petroleum Platform
SN - 978-989-758-084-0
AU - Abidi M.
AU - Ben Smida M.
AU - Khalgui M.
PY - 2015
SP - 289
EP - 296
DO - 10.5220/0005244002890296