Cost Effective & Energy Efficient Intelligent Smart Home System Based on IoT
Yıl 2020,
Cilt: 3 Sayı: 1, 10 - 20, 15.06.2020
Muhammad Muzamil Aslam
,
Muhammad Nauman Irshad
Hassan Azeem
Öz
Smart
Home reduces the need for active involvement of users in the process of monitoring
and regulating household appliances. This study provides a method for developing
Smart Home Energy Efficiency applications
through integration of IoT (Internet of Things) with IP-based switching of Web
services as well as Cloud Technology. The methodology embeds intelligent
systems and machine learning into the design in addition to using the Poisson
process along with the actuators and sensors in Arduino environment. Moreover,
we apply the use fault detection to validate the efficiency and feasibility of
the Smart Home implementation by assessing the home environments, taking care
of home equipment, appliances and regulating home access.
Destekleyen Kurum
University of Science and Technology, Beijing. P.R.China
Teşekkür
I am special Thankful to M.Nauman Irshad and Hassan Azeem Both fully cooperated with me in my this work.
Kaynakça
- [1] J. Y. Son, J. H. Park, K. D. Moon, Y. H. Lee, "Resource-aware smart home management system by constructing resource relation graph", IEEE Trans. Consum. Electron., vol. 57, pp. 112-119, 2011.[2] S. Ahmed, D. Kim, S. Bouk, N. Javaid, "Error control based energy minimization for cooperative communication in WSN", SIGAPP Appl. Comput. Rev, vol. 14, no. 3, pp. 55-64, 2014.[3] Y. Zhao, W. Sheng, J. Sun, W. Shi, "Research and thinking of friendly smart home energy system based on smart power", Proc. Int. Conf. Electr. Control Eng. (ICECE), pp. 649-654, 2011. [4]. A. N. Alvi, S. H. Bouk, S. H. Ahmed, M. A. Yaqub, M. Sarkar, H. Song, "BEST-MAC: Bitmap-assisted efficient and scalable TDMA-based WSN MAC protocol for smart cities", IEEE Access, vol. 4, pp. 312-322, Jan. 2016.[5] D. M. Han, J.H. Lim, "Smart home energy management system using IEEE 802.15.4 and ZigBee", IEEE Trans. Consum. Electron., vol. 56, no. 3, pp. 1403-1410, Aug. 2010.[6] P. Vlacheas et al., "Enabling smart cities through a cognitive management framework for the Internet of things", IEEE Commun. Mag., vol. 51, no. 6, pp. 102-111, Jun. 2013.[7] L. Liu, Y. Liu, L. Wang, A. Zomaya, S. Hu, "Economical and balanced energy usage in the smart home infrastructure: A tutorial and new results", IEEE Trans. Emerg. Topics Comput., vol. 3, no. 4, pp. 560-570, 2015.[8] S. Rani, R. Talwar, J. Malhotra, S. Ahmed, M. Sarkar, H. Song, "A novel scheme for an energy-efficient Internet of things based on wireless sensor networks", Sensors, vol. 15, no. 11, pp. 28604, 2015.[9] J. Han, C. S. Choi, W. K. Park, I. Lee, S. H. Kim, "Smart home energy management system including renewable energy based on ZigBee and PLC", IEEE Trans. Consum. Electron., vol. 60, no. 2, pp. 198-202, 2014.[10] O. Elma, U. S. Selamogullari, "A new home energy management algorithm with voltage control in a smart home environment", Energy, vol. 91, pp. 720-731, 2015.[11] E. Shirazi, A. Zakariazadeh, S. Jadid, "Optimal joint scheduling of electrical and thermal appliances in a smart home environment", Energy Convers. Manage., vol. 106, pp. 181-193, 2015.[12] E. E. Room, Wireless Indoor Sensor With Apple Homekit Technology, Mar. 2016, [online] Available: http://www.amazon.com/Elgato-Wireless-Indoor-HomeKit-technology/dp/B00YHKLR6A[13] S. Rani, S. Ahmed, Multi-hop Routing in Wireless Sensor Networks: An Overview Taxonomy and Research Challenges, New York, NY, USA:Springer, 2016. [14] F. A. Qayyum, M. Naeem, A. S. Khwaja, A. Anpalagan, L. Guan, B. Venkatesh, "Appliance scheduling optimization in smart home networks", IEEE Access, vol. 3, pp. 176-190, 2015.[15] D. M. Han and J. H. Lim, "Design and implementation of smart home energy management systems based on zigbee,” IEEE Trans. On Consumer Electronics, vol. 56, pp. 1417–1425, 2010.[16] C. L. Wu and L. C. Fu, "Design and Realization of a Framework for Human–System Interaction in Smart Homes,” IEEE Trans. On Systems, Man and Cybernetics, vol. 42, pp. 15–31, 2012.[17] A. Bedra, "Getting Started with Google App Engine and Clojure,” IEEE Internet Computing, vol. 14, pp. 85–88, 2010. [18] V. Semiconductors, "Fully Integrated Proximity and Ambient Light Sensor with Infrared Emitter and I2C Interface, "http://www.Vishay.com/docs/83798/vcnl4000. pdf.[19] O. Boyko, R. Holyaka and Zenon Hotra, "Functionally integrated sensors on magnetic and thermal methods combination basis", Advanced Trends in Radioelecrtronics Telecommunications and Computer Engineering (TCSET) 2018 14th International Conference on, pp. 697-701, 2018.
- [20] L. Liu, Y. Liu, L. Wang, A. Zomaya, and S. Hu, ‘‘Economical and balanced energy usage in the smart home infrastructure: A tutorial and new results,’’ IEEE Trans. Emerg. Topics Comput., vol. 3, no. 4, pp. 556–570, 2015.[21] F. A. Qayyum, M. Naeem, A. S. Khwaja, A. Anpalagan, L. Guan, and B. Venkatesh, ‘‘Appliance scheduling optimization in smart home networks,’’ IEEE Access, vol. 3, pp. 2176–2190, Oct. 2015.
Cost Effective & Energy Efficient Intelligent Smart Home System Based on IoT
Yıl 2020,
Cilt: 3 Sayı: 1, 10 - 20, 15.06.2020
Muhammad Muzamil Aslam
,
Muhammad Nauman Irshad
Hassan Azeem
Öz
Smart
Home reduces the need for active involvement of users in the process of monitoring
and regulating household appliances. This study provides a method for developing
Smart Home Energy Efficiency applications
through integration of IoT (Internet of Things) with IP-based switching of Web
services as well as Cloud Technology. The methodology embeds intelligent
systems and machine learning into the design in addition to using the Poisson
process along with the actuators and sensors in Arduino environment. Moreover,
we apply the use fault detection to validate the efficiency and feasibility of
the Smart Home implementation by assessing the home environments, taking care
of home equipment, appliances and regulating home access.
Kaynakça
- [1] J. Y. Son, J. H. Park, K. D. Moon, Y. H. Lee, "Resource-aware smart home management system by constructing resource relation graph", IEEE Trans. Consum. Electron., vol. 57, pp. 112-119, 2011.[2] S. Ahmed, D. Kim, S. Bouk, N. Javaid, "Error control based energy minimization for cooperative communication in WSN", SIGAPP Appl. Comput. Rev, vol. 14, no. 3, pp. 55-64, 2014.[3] Y. Zhao, W. Sheng, J. Sun, W. Shi, "Research and thinking of friendly smart home energy system based on smart power", Proc. Int. Conf. Electr. Control Eng. (ICECE), pp. 649-654, 2011. [4]. A. N. Alvi, S. H. Bouk, S. H. Ahmed, M. A. Yaqub, M. Sarkar, H. Song, "BEST-MAC: Bitmap-assisted efficient and scalable TDMA-based WSN MAC protocol for smart cities", IEEE Access, vol. 4, pp. 312-322, Jan. 2016.[5] D. M. Han, J.H. Lim, "Smart home energy management system using IEEE 802.15.4 and ZigBee", IEEE Trans. Consum. Electron., vol. 56, no. 3, pp. 1403-1410, Aug. 2010.[6] P. Vlacheas et al., "Enabling smart cities through a cognitive management framework for the Internet of things", IEEE Commun. Mag., vol. 51, no. 6, pp. 102-111, Jun. 2013.[7] L. Liu, Y. Liu, L. Wang, A. Zomaya, S. Hu, "Economical and balanced energy usage in the smart home infrastructure: A tutorial and new results", IEEE Trans. Emerg. Topics Comput., vol. 3, no. 4, pp. 560-570, 2015.[8] S. Rani, R. Talwar, J. Malhotra, S. Ahmed, M. Sarkar, H. Song, "A novel scheme for an energy-efficient Internet of things based on wireless sensor networks", Sensors, vol. 15, no. 11, pp. 28604, 2015.[9] J. Han, C. S. Choi, W. K. Park, I. Lee, S. H. Kim, "Smart home energy management system including renewable energy based on ZigBee and PLC", IEEE Trans. Consum. Electron., vol. 60, no. 2, pp. 198-202, 2014.[10] O. Elma, U. S. Selamogullari, "A new home energy management algorithm with voltage control in a smart home environment", Energy, vol. 91, pp. 720-731, 2015.[11] E. Shirazi, A. Zakariazadeh, S. Jadid, "Optimal joint scheduling of electrical and thermal appliances in a smart home environment", Energy Convers. Manage., vol. 106, pp. 181-193, 2015.[12] E. E. Room, Wireless Indoor Sensor With Apple Homekit Technology, Mar. 2016, [online] Available: http://www.amazon.com/Elgato-Wireless-Indoor-HomeKit-technology/dp/B00YHKLR6A[13] S. Rani, S. Ahmed, Multi-hop Routing in Wireless Sensor Networks: An Overview Taxonomy and Research Challenges, New York, NY, USA:Springer, 2016. [14] F. A. Qayyum, M. Naeem, A. S. Khwaja, A. Anpalagan, L. Guan, B. Venkatesh, "Appliance scheduling optimization in smart home networks", IEEE Access, vol. 3, pp. 176-190, 2015.[15] D. M. Han and J. H. Lim, "Design and implementation of smart home energy management systems based on zigbee,” IEEE Trans. On Consumer Electronics, vol. 56, pp. 1417–1425, 2010.[16] C. L. Wu and L. C. Fu, "Design and Realization of a Framework for Human–System Interaction in Smart Homes,” IEEE Trans. On Systems, Man and Cybernetics, vol. 42, pp. 15–31, 2012.[17] A. Bedra, "Getting Started with Google App Engine and Clojure,” IEEE Internet Computing, vol. 14, pp. 85–88, 2010. [18] V. Semiconductors, "Fully Integrated Proximity and Ambient Light Sensor with Infrared Emitter and I2C Interface, "http://www.Vishay.com/docs/83798/vcnl4000. pdf.[19] O. Boyko, R. Holyaka and Zenon Hotra, "Functionally integrated sensors on magnetic and thermal methods combination basis", Advanced Trends in Radioelecrtronics Telecommunications and Computer Engineering (TCSET) 2018 14th International Conference on, pp. 697-701, 2018.
- [20] L. Liu, Y. Liu, L. Wang, A. Zomaya, and S. Hu, ‘‘Economical and balanced energy usage in the smart home infrastructure: A tutorial and new results,’’ IEEE Trans. Emerg. Topics Comput., vol. 3, no. 4, pp. 556–570, 2015.[21] F. A. Qayyum, M. Naeem, A. S. Khwaja, A. Anpalagan, L. Guan, and B. Venkatesh, ‘‘Appliance scheduling optimization in smart home networks,’’ IEEE Access, vol. 3, pp. 2176–2190, Oct. 2015.