A NOVEL APPROACH OF INTELLIGENT LOAD SCHEDULING IN SMART GRID ENVIRONMENT

Authors

  • Sofana Reka S School of Electronics Engineering, VIT University, Chennai, India – 600127
  • Ramesh V School of Electrical Engineering, VIT University, Vellore, India -632014

DOI:

https://doi.org/10.11113/jt.v78.6030

Keywords:

Smart grid, Smart meters, Load scheduling, demand, Consumers

Abstract

The deployment of smart meters in distribution systems provides an excellent pathway for load monitoring in the future smart grid paradigm. The proposed methodology involves a novel idea of power distribution optimization from the substation level. This paper elaborates a model by identifying the dynamic intelligent load scheduling problem and the approach is simple with less complexity thereby reducing the power outage time at the end users. This solution can be easily applicable to power distribution network using smart grid concepts and develops a load scheduling architecture. The problem efficiency is explained clearly which enhances the idea when the consumption among users is centrally available and it is easy to generate bills without errors. The main focus of this paper is modelling the loads in consumer side targeting an optimal scheduling .The proposed system is implemented in a realistic scenario and the obtained results exhibits effectiveness of the model.

References

V. C. Gungor et al. 2013. A Survey On Smart Grid Potential Applications And Communication Requirements. IEEE Transactions on Industrial Informatics. 9(1): 28-42.

Ahmadi, Hamed and J. R. Marti. 2015. Load Decomposition at Smart Meters Level Using Eigen loads Approach. IEEE transactions on Power Systems. 30(6): 3425-3436.

Zhou, Yue et al. 2014. Robust Load Scheduling in a Smart Home with Photovoltaic System. Energy Procedia. 61: 772-776.

Kim, Byung-Gook et al. 2013. Bidirectional Energy Trading And Residential Load Scheduling With Electric Vehicles In The Smart Grid. Selected Areas in Communications, IEEE Journal on. 31.7: 1219-1234.

Rottondi, Cristina, Giacomo Verticale. 2015. Privacy-Friendly Load Scheduling Of Deferrable And Interruptible Domestic Appliances In Smart Grids. Computer Communications. 58: 29-39.

P. Palensky, D. Dietrich. 2011. Demand Side Management: Demand Response, Intelligent Energy Systems, And Smart Loads. IEEE Transactions on Industrial Informatics. 7(3): 381-388.

M. A. S. Masoum, P. S. Moses, S. Deilami. 2010. Load Management In Smart Grids Considering Harmonic Distortion And Transformer Derating. Innovative Smart Grid Technologies (ISGT), 2010. IEEE.

Yi, Peizhong, X, Dong, A. Iwayemi, C. Zhou, Shufang Li. 2013. Real-Time Opportunistic Scheduling For Residential Demand Response. IEEE Transactions on Smart Grid. 4(1): 227-234.

Pedrasa, Michael Angelo A, Ted D. Spooner, Iain F. Mac Gill. 2009. Scheduling Of Demand Side Resources Using Binary Particle Swarm Optimization. Power Systems, IEEE Transactions on. 24.3: 1173-1181.

Pedrasa, Michael Angelo A, Ted D. Spooner, and Iain F. Mac Gill. 2010. Coordinated Scheduling Of Residential Distributed Energy Resources To Optimize Smart Home Energy Services. Smart Grid, IEEE Transactions on. 1.2: 134-143

Borozan, Vesna, Mesut E. Baran, Damir Novosel. 2001. Integrated Volt/Var Control In Distribution Systems. Power Engineering Society Winter Meeting, 2001. IEEE. 3: 2.

Kim, Tùng T, H. Vincent Poor. 2011. Scheduling Power Consumption With Price Uncertainty. Smart Grid, IEEE Transactions on. 2.3: 519-527.

S. Q. Ali, S. D. Maqbool, T. P. Imthias Ahamed, N. H. Malik. 2012. Pursuit Algorithm for Optimized Load Scheduling, IEEE International conference on Power Engineering and Optimization (PEDCO) Melaka. Malaysia 2012 IEEE. 193-198.

V. C. Güngör et al. 2011. Smart Grid Technologies: Communication Technologies And Standards. IEEE Transactions On Industrial Informatics. 7(4): 529-539.

Kim, Byung-Gook et al. 2013. Bidirectional Energy Trading And Residential Load Scheduling With Electric Vehicles In The Smart Grid. Selected Areas in Communications, IEEE Journal on. 31.7: 1219-1234.

Lei, Fei, Pingfang Hu. 2009. A Baseline Model For Office Building Energy Consumption In Hot Summer And Cold Winter Region. Management and Service Science. MASS'09. International Conference on. IEEE.

Han, Sang Heon, and Dong Joon Lee. 2012. An Analytic Hierarchy Process Approach To Fixed Income Market Portfolio. International Conference on IEEE. 1969-1973.

Saaty, Thomas L. 1988. What Is The Analytic Hierarchy Process? Springer Berlin Heidelberg.

Downloads

Published

2016-08-28

Issue

Section

Science and Engineering

How to Cite

A NOVEL APPROACH OF INTELLIGENT LOAD SCHEDULING IN SMART GRID ENVIRONMENT. (2016). Jurnal Teknologi (Sciences & Engineering), 78(9). https://doi.org/10.11113/jt.v78.6030