Author : Dr. B. Meenakshi 1
Date of Publication :10th July 2019
Abstract: In today’s world, with the decrease in the coal and other conventional sources of energy, the need of the hour for the use of other renewable sources of energy has arisen. The untapped potential of the renewable sources of energy like the wind and solar energy which when used to the full extent, have the potential to become a major boon to the ever increasing power demand. When used in combination with the newer trends of technology like Artificial Intelligence and neural networks, they can be used in the development of smart energy management systems that can be used in decreasing the energy expenditure.This paper analyses the design of a smart energy management system that is used to limit and conserve the excess power consumption from the grid by a domestic household by the use of a stand - alone solar panel system. The excess energy required by the system above a particular threshold value of consumption from the grid can be supplied by means of wireless transfer of power from the load along with the consumption by the standalone and the domestic systems being monitored by means of Power Line Communication (PLC) and Neural Network algorithm
Reference :
-
- Cypress Semiconductor (2011). ―What is Power Line Communication?‖, https://www.embedded.com/print/4218852
- Cloud Monitoring‖, https://www.eginnovations.com/cloud-monitoring
- Carry Underwood (2016). ―The MATLAB Handbook‖, CreateSpace Independent Publishing Platform, USA 2016, https://dl.acm.org/citation.cfm?id=3126250
- A Beginner's Guide to Neural Networks and Deep Learning, https://skymind.ai/wiki/neural-network
- Margaret Rouse, ―Artificial neural network (ANN)‖, part of Special Report: Artificial intelligence apps come of age, https://searchenterpriseai.techtarget.com/definition/neural -network
- Liguang Xie, Yishi, Y. Thomas Hou, And Wenjing Lou (2013). ―Wireless Power Transfer And Applications To Sensor Networks‖, IEEE Wireless Communications, pp 140-145
- S.M. Zahraeea, M. Khalaji Assadia, R. Saidurb (2016). ―Application of Artificial Intelligence Methods for Hybrid Energy System Optimization‖, Renewable and Sustainable Energy Reviews 2016 Elsevier Ltd., pp 617- 630
- S.R.A.Bolonne, A.K.K.Chanaka, G.C.Jayawardhana, I.H.T.D.Lionel and D.P.Chandima (2016). ―Wireless Power Transmission for Multiple Devices‖, 2016 Moratuwa Engineering Research Conference (MERCon) IEEE, pp 242-247
- Kit Po Wong (1992). ―Artificial Intelligence Applications In Power Systems‖ Proceedings of the Third Annual Conference of AI, Simulation, and Planning in High Autonomy Systems 'Integrating Perception, Planning and Action' IEEE, pp 123-126
- Qiang Wang, Hong Li (2011). ―Research on the wireless power transmission system based on coupled magnetic resonances‖, 2011 International Conference on Electronics, Communications and Control (ICECC), pp 2255-2258
- S. E. Jo, S. Joung, J. K. Suh, and Y. J. Kim (2012). ―Improvement of wireless power transmission efficiency of implantable subcutaneous devices by closed magnetic circuit mechanism,‖ Medical & Biological Engineering & Computing, vol. 50, no. 9, pp. 973–980, 2012.
- B. Swain, P. P. Nayak, D. P. Kar, S. Bhuyan, and L. P. Mishra (2016). ―Wireless energizing system for an automated implantable sensor,‖ Review of Scientific Instruments, vol. 87, no. 7, article 074708.
- M. Kiani, U. M. Jow, and M. Ghovanloo (2011). ―Design and optimization of a 3-coil inductive link for efficient wireless power transmission,‖ IEEE Transactions on Biomedical Circuits and Systems, vol. 5, no. 6, pp. 579–591,
- Vikash Choudhary, Satendar Pal Singh, Vikash Kumar and Deepak Prashar (2011) ―Wireless Power Transmission: An Innovative Idea‖, International Journal of Educational Planning & Administration. ISSN 2249- 3093 Volume 1, Number 3 (2011), pp. 203-210
- Abdul Mannan, D.K.Saxena and Mahroosh Banday (2014). ―A Study on Power Line Communication‖, International Journal of Scientific and Research Publications, Volume 4, Issue 7, July 2014, ISSN 2250-3153 , pp.1-4
- Antonio Cataliotti, Valentina Cosentino, Dario Di Cara and Giovanni Tinè (2011). ―Simulation of a power line communication system in medium and low voltage distribution networks‖, 2011 IEEE International Workshop on Applied Measurements for Power Systems (AMPS), INSPEC Accession Number: 12406099
- Yu-Ju Lin, H. A. Latchman, Minkyu Lee, S. Katar (2002). ―A power line communication network infrastructure for the smart home‖, IEEE Wireless Communications, Volume: 9 , Issue: 6 , Dec. 2002.
- Stefano Galli, Anna Scaglione, Zhifang Wang (2010). ―Power Line Communications and the Smart Grid ‖, 2010 First IEEE International Conference on Smart Grid Communications, pp. 303-308
- Pereira, S. C., Caporali, A. S., Casella, I. R. S. (2015). ―Power line communication technology in industrial networks‖, 2015 IEEE International Symposium on Power Line Communications and Its Applications (ISPLC).
- Liguang Xie, Yi Shi, Hou, Y. T., & Lou, A. (2013). ―Wireless power transfer and applications to sensor networks‖, IEEE Wireless Communications, 20(4), pp. 140–145.
- Kurs, A., Karalis, A., Moffatt, R., Joannopoulos, J. D., Fisher, P., & Soljacic, M. (2007). ―Wireless Power Transfer via Strongly Coupled Magnetic Resonances‖, Science, pp. 83–86.