Routing in WSNs Powered by a Hybrid Energy Storage System through a CEAR Protocol Based on Cost Welfare and Route Score Metric

Authors

  • R. Senthilkumar
  • G.M. TamilSelvan
  • S. Kanithan of Electronics and Communication Engineering, AVS College of Technology-Salem, Tamilnadu
  • N. Arun Vignesh Department of Electronics and Communication Engineering, GRIET, Hyderabad

Keywords:

Hybrid energy storage system, CEAR protocol, routing, cost welfare metric, route score me

Abstract

Implementing a low cost, power efficient and high performance routing protocol in wireless sensor networks (WSNs) is an important requirement for transmitting a packet through network. In this paper we propose, a new cost and energy aware routing protocol (CEAR) that works based on the two metrics such as cost welfare metric and route score metric.A hybrid electrical energy storage (HEES) framework which holds numerous banks of heterogeneous electrical energy storage (EES) components to be specific battery and a ultra-capacitor is used for providing energy to the network exhibit in the WSN for routing. The simulation results shows that our proposed routing protocol routes the packet efficiently by choosing the best path that also reduces the cost and routes the packet with reduced power consumption. The quantitative metrics in terms of packet delivery ratio of 0.93, average end to end delay of 110 secs, packet loss ratio of 0.75, average throughput attained of 250 bits/sec and efficiency of 98-99.9% overpowers the performance of our proposed work.

References

Abeywardana, D.B.W.; Hredzak, B.; Vassilios, A.G. (2015). Single-Phase Grid-Connected LiFePO 4 Battery-Supercapacitor Hybrid Energy Storage System With Interleaved Boost Inverter, IEEE Transactions on Power Electronics, 30(10), 5591-5604, 2015. https://doi.org/10.1109/TPEL.2014.2372774

Bajpai, P.; Dash, V. (2012). Hybrid renewable energy systems for power generation in standalone applications: A review, Renewable and Sustainable Energy Reviews, 16(5), 2926-2939, 2012. https://doi.org/10.1016/j.rser.2012.02.009

Cao, J.; Emadi, A. (2012). A new battery/ultracapacitor hybrid energy storage system for electric, hybrid, and plug-in hybrid electric vehicles, IEEE Transactions on Power Electronics, 27(1), 122-132, 2012. https://doi.org/10.1109/TPEL.2011.2151206

Choi, M.-E.; Kim, S.-W.; Seo, S.-W.(2012). Energy management optimization in a battery/ supercapacitor hybrid energy storage system, IEEE Trans. Smart Grid, 3(1), 463-472, 2012. https://doi.org/10.1109/TSG.2011.2164816

Das, D.; Roy, A.K.; Sinha, N. (2012). GA based frequency controller for solar thermal-diesel- wind hybrid energy generation/energy storage system, International Journal of Electrical Power & Energy Systems, 43(1), 262-279, 2012. https://doi.org/10.1016/j.ijepes.2012.05.025

Díaz-González, F.; Sumper, A.; Gomis-Bellmunt, O.; Villafáfila-Robles, R. (2012). A review of energy storage technologies for wind power applications, Renewable and Sustainable Energy Reviews, 16(4), 2154-2171, 2012. https://doi.org/10.1016/j.rser.2012.01.029

Erdinc, O.; Uzunoglu, M. (2013). Optimum design of hybrid renewable energy systems: Overview of different approaches, Renewable and Sustainable Energy Reviews, 16(3), 1412- 1425, 2013. https://doi.org/10.1016/j.rser.2011.11.011

Etxeberria, A.; Vechiu, I.; Camblong, H.; Vinassa, J.M. (2012). Comparison of three topologies and controls of a hybrid energy storage system for microgrids, Energy Conversion and Management, 54(1), 113-121, 2012. https://doi.org/10.1016/j.enconman.2011.10.012

Evans, A.; Strezov, V.; Evans, T.J. (2012). Assessment of utility energy storage options for increased renewable energy penetration, Renewable and Sustainable Energy Reviews, 16(6), 4141-4147, 2012. https://doi.org/10.1016/j.rser.2012.03.048

Glavin, M. E.; Hurley, W.G.(2012). Optimisation of a photovoltaic battery ultracapacitor hybrid energy storage system, Solar Energy, 86(10), 3009-3020, 2012. https://doi.org/10.1016/j.solener.2012.07.005

Guerrero, J.P.; Chiang, L.M.; Lee, T.-L.; Mukul Chandorkar, M. (2013). Advanced control architectures for intelligent microgrids-Part II: Power quality, energy storage, and AC/DC microgrids, IEEE Transactions on Industrial Electronics, 60(4), 1263-1270, 2013. https://doi.org/10.1109/TIE.2012.2196889

Huang, W.; Qahouq, J.A.A. (2015). Energy sharing control scheme for state-of-charge balancing of distributed battery energy storage system, IEEE Transactions on Industrial Electronics, 62(5), 2764-2776, 2015. https://doi.org/10.1109/TIE.2014.2363817

Laldin, O.; Moshirvaziri, M.; Trescases, O. (2013). Predictive algorithm for optimizing power flow in hybrid ultracapacitor/battery storage systems for light electric vehicles, IEEE Transactions on power electronics, 28(8), 3882-3895, 2013. https://doi.org/10.1109/TPEL.2012.2226474

Lee, H.; Byoung, Y.S.; Han, S.; Jung, S.; Park, B.; Jang, G. (2012). Compensation for the power fluctuation of the large scale wind farm using hybrid energy storage applications, IEEE Transactions on Applied Superconductivity, 22(3), 5701904-570197, 2012. https://doi.org/10.1109/TASC.2011.2180881

Li, X.; Dong, H.; Lai, X. (2013). Battery energy storage station (BESS)-based smoothing control of photovoltaic (PV) and wind power generation fluctuations, IEEE Transactions on Sustainable Energy, 4(2), 464-473, 2013. https://doi.org/10.1109/TSTE.2013.2247428

Makarov, Y.V.; Du, P.; Kintner-Meyer, M.C.W.; Jin, C.; Illian, H.F. (2012). Sizing energy storage to accommodate high penetration of variable energy resources, IEEE Transactions on sustainable Energy, 3(1), 34-40, 2012.

Marano, V.; Rizzo, G.; Tiano, F.A. (2012). Application of dynamic programming to the optimal management of a hybrid power plant with wind turbines, photovoltaic panels and compressed air energy storage, Applied Energy, 97, 849-859, 2012. https://doi.org/10.1016/j.apenergy.2011.12.086

Mukherjee, N.; Strickland, D.; (2015). Control of second-life hybrid battery energy storage system based on modular boost-multilevel buck converter, IEEE Transactions on Industrial Electronics, 62(2), 1034-1046, 2015. https://doi.org/10.1109/TIE.2014.2341598

Nanda, A; Rath, A.K. (2018). Fuzzy A-Star Based Cost Effective Routing (FACER) in WSNs, Progress in Advanced Computing and Intelligent Engineering, 557-563, 2018.

Onar, O.C.; Khaligh, A. (2012). A novel integrated magnetic structure based DC/DC converter for hybrid battery/ultracapacitor energy storage systems, IEEE transactions on smart grid, 3(1), 296-307, 2012. https://doi.org/10.1109/TSG.2011.2150250

Padyal, R.H; Kadam, S.V. (2017). Continuous neighbour discovery approach for improvement of routing performance in WSN, Convergence in Technology (I2CT), 2017 2nd International Conference for, 675-679, 2017.

Gupta, S.K.; Kuila, P; Jana, P.K.(2017). GA Based Energy Efficient and Balanced Routing in k-Connected Wireless Sensor Networks, Proceedings of the First International Conference on Intelligent Computing and Communication, 679-686, 2017. https://doi.org/10.1007/978-981-10-2035-3_68

Ren, G.; Ma, G.; Cong, N. (2015). Review of electrical energy storage system for vehicular applications, Renewable and Sustainable Energy Reviews, 41, 225-236, 2015. https://doi.org/10.1016/j.rser.2014.08.003

Selvi, M.; Velvizhy, P.; Ganapathy, S.; Nehemiah, H.K; Kannan, A.(2017). A rule based delay constrained energy efficient routing technique for wireless sensor networks, Cluster Computing, 1-10, 2017. https://doi.org/10.1007/s10586-017-1191-y

Tan, X.; Li, Q.; Wang, H. (2013). Advances and trends of energy storage technology in microgrid, International Journal of Electrical Power & Energy Systems, 44(1), 179-191, 2013. https://doi.org/10.1016/j.ijepes.2012.07.015

Xie, Q.; Wang, Y.; Kim, Y.; Pedram, M.; Chang, N. (2013). Charge allocation in hybrid electrical energy storage systems, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 32(7), 1003-1016, 2013. https://doi.org/10.1109/TCAD.2013.2250583

Zhang, B.; Simon, R.; Aydin, H. (2013). Harvesting-aware energy management for timecritical wireless sensor networks with joint voltage and modulation scaling, IEEE Transactions on Industrial Informatics, 9(1), 514-526, 2013. https://doi.org/10.1109/TII.2011.2174247

Zhao, H.; Wu, Q.; Hu, S.; Xu, H.; Rasmussen, C.N. (2015). Review of energy storage system for wind power integration support, Applied Energy, 137, 545-553, 2015. https://doi.org/10.1016/j.apenergy.2014.04.103

Zhou, Z.; Benbouzid, M.; Charpentier, J.F.; Scuille, F.; Tang, T. (2013). A review of energy storage technologies for marine current energy systems, Renewable and Sustainable Energy Reviews, 18, 390-400, 2013. https://doi.org/10.1016/j.rser.2012.10.006

Published

2019-04-14

Most read articles by the same author(s)

Obs.: This plugin requires at least one statistics/report plugin to be enabled. If your statistics plugins provide more than one metric then please also select a main metric on the admin's site settings page and/or on the journal manager's settings pages.