Review on smart home energy management

References

• Ahamed, T. P. I., S. D. Maqbool, and N. H. Malik. 2013. “Reinforcement Learning Algorithm for Solving Load Commitment Problem Considering a General Load Model.” Journal of Energy and Power Engineering 7: 1150–1162.
   Google Scholar
• Ajan, C. W., S. S. Ahmed, H. B. Ahmad, F. Taha, and A. A. B. Mohd Zin. 2003. “On the Policy of Photovoltaic and Diesel Generation Mix for an Off-Grid Site: East Malaysian Perspectives.” Solar Energy 74 (6): 453–467. doi: 10.1016/S0038-092X(03)00228-7
   Web of Science ®Google Scholar
• Ali, S. Q., I. A. T. Parambath, and N. H. Malik. 2013. “Learning Automata Algorithms for Load Scheduling.” Electric Power Components and Systems 41 (3): 286–303. doi: 10.1080/15325008.2012.742943
   Web of Science ®Google Scholar
• Basu, M. 2010. “Combined Heat and Power Economic Dispatch by Using Differential Evolution.” Electric Power Components and Systems 38 (8): 996–1004. doi: 10.1080/15325000903571574
   Web of Science ®Google Scholar
• Chang, C., and W. Fu. 1998. “Stochastic Multiobjective Generation Dispatch of Combined Heat and Power Systems.” IEE Proceedings-Generation, Transmission and Distribution, 145: 583–591.
   Google Scholar
• Chen, C.-Y., Y.-P. Tsoul, S.-C. Liao, and C.-T. Lin. 2009. “Implementing the Design of Smart Home and Achieving Energy Conservation.” The 7th IEEE International Conference on Industrial Informatics, Cardiff, Wales, United Kingdom, June 23–26, 273–276.
   Google Scholar
• Chen, Z., L. Wu, and Y. Fu. 2012. “Real-Time Price-based Demand Response Management for Residential Appliances via Stochastic Optimization and Robust Optimization.” IEEE Transactions on Smart Grid 3 (4): 1822–1831. doi: 10.1109/TSG.2012.2212729
   Web of Science ®Google Scholar
• Choi, J., D. Shin, and D. Shin. 2005. “Research on Design and Implementation of the Artificial Intelligence Agent for Smart Home Based on Support Vector Machine.” Advances in Natural Computation 3610: 1185–1188..
   Google Scholar
• Conte, G., D. Scaradozzi, A. Perdon, and G. Morganti. 2008. “Parameter Tuning in Distributed Home Automation Systems: Towards a Tabu Search Approach.” The 16th Mediterranean Conference on Control and Automation, Ajaccio, France, June 25–27, 191–197.
   Google Scholar
• Contreras, J., R. Espinola, F. J. Nogales, and A. J. Conejo. 2003. “ARIMA Models to Predict Next-day Electricity Prices.” IEEE Transactions on Power Systems 18 (3): 1014–1020. doi: 10.1109/TPWRS.2002.804943
   Web of Science ®Google Scholar
• Corno, F., and F. Razzak. 2012. “Intelligent Energy Optimization for User Intelligible Goals in Smart Home Environments.” IEEE Transactions on Smart Grid 3 (4): 2128–2135. doi: 10.1109/TSG.2012.2214407
   Web of Science ®Google Scholar
• Datta, M., T. Senjyu, A. Yona, and T. Funabashi. 2011. “Photovoltaic Output Power Fluctuations Smoothing by Selecting Optimal Capacity of Battery for a Photovoltaic-Diesel Hybrid System.” Electric Power Components and Systems 39 (7): 621–644. doi: 10.1080/15325008.2010.536809
   Web of Science ®Google Scholar
• Derewonko, P., and J. Pearce. 2009. “Optimizing Design of Household Scale Hybrid Solar Photovoltaic + Combined Heat and Power Systems for Ontario.” The 34th IEEE in Photovoltaic Specialists Conference (PVSC), Philadelphia, Pennsylvania, USA, June 7–12, 001274–001279.
   Google Scholar
• Du, P., and N. Lu. 2011. “Appliance Commitment for Household Load Scheduling.” IEEE Transactions on Smart Grid 2 (7): 411–419. doi: 10.1109/TSG.2011.2140344
   Web of Science ®Google Scholar
• Gottwalt, S., W. Ketter, C. Block, J. Collins, and C. Weinhardt. 2011. “Demand Side Management – A Simulation of Household Behavior Under Variable Prices.” Energy Policy 39 (12): 8163–8174. doi: 10.1016/j.enpol.2011.10.016
   Web of Science ®Google Scholar
• Guan, X., Z. Xu, and Q.-S. Jia. 2010. “Energy-efficient Buildings Facilitated by Microgrid.” IEEE Transactions on Smart Grid 1 (3): 243–252. doi: 10.1109/TSG.2010.2083705
   Web of Science ®Google Scholar
• Gudi, N., L. Wang, V. Devabhaktuni, and S. S. S. R. Depuru. 2010. “Demand Response Simulation Implementing Heuristic Optimization for Home Energy Management.” North American Power Symposium (NAPS), Urbana-Champaign, US, September 26–28, 1–6.
   Google Scholar
• Gudi, N., L. Wang, V. Devabhaktuni, and S. S. S. R. Depuru. 2011. “A Demand-side Management Simulation Platform Incorporating Optimal Management of Distributed Renewable Resources.” IEEE/PES Power Systems Conference and Exposition (PSCE), Phonix, AZ, USA, March 20–23, 1–7.
   Google Scholar
• Guo, Y., M. Pan, and Y. Fang. 2012. “Optimal Power Management of Residential Customers in the Smart Grid.” IEEE Transactions on Parallel and Distributed Systems 23 (9): 1593–1606. doi: 10.1109/TPDS.2012.25
   Web of Science ®Google Scholar
• Gyamfi, S., and S. Krumdieck. 2012. “Scenario Analysis of Residential Demand Response at Network Peak Periods.” Electric Power Systems Research 93: 32–38. doi: 10.1016/j.epsr.2012.07.004
   Web of Science ®Google Scholar
• Ha, L. D., S. Ploix, E. Zamai, and M. Jacomino. 2006. “Tabu Search for the Optimization of Household Energy Consumption.” IEEE International Conference on Information Reuse and Integration, Waikoloa, HI, USA, September 16–18, 86–92.
   Google Scholar
• Hamed, B. 2012. “Design & Implementation of Smart House Control Using LabVIEW.” International Journal of Soft Computing and Engineering (IJSCE) 1 (6): 98–106.
   Google Scholar
• Harper, R. 2003. Inside the Smart Home. Springer.
   Google Scholar
• Hernandez, S., R. Romero, and D. Giral. 2010. “Optimization of the Use of Residential Lighting with Neural Network.” International Conference on Computational Intelligence and Software Engineering (CiSE), Wuhan, December 10–12, 1–5.
   Google Scholar
• Heshmati, A., H. R. Najafi, M. R. Aghaebrahimi, and M. Mehdizadeh. 2012. “Wind Farm Modeling For Reliability Assessment from the Viewpoint of Interconnected Systems.” Electric Power Components and Systems 40 (3): 257–272. doi: 10.1080/15325008.2011.631086
   Web of Science ®Google Scholar
• Hong, Y.-Y., J.-K. Lin, C.-P. Wu, and C.-C. Chuang. 2012. “Multi-Objective Air-Conditioning Control Considering Fuzzy Parameters Using Immune Clonal Selection Programming.” IEEE Transactions on Smart Grid 3 (4): 1603–1610. doi: 10.1109/TSG.2012.2210059
   Web of Science ®Google Scholar
• Jahn, M., M. Jentsch, C. R. Prause, F. Pramudianto, A. Al-Akkad, and R. Reiners. 2010. “The Energy Aware Smart Home.” The 5th International Conference on Future Information Technology (Future Tech), Busan, May 21–23, 1–8.
   Google Scholar
• Jiang, L., D.-Y. Liu, and B. Yang. 2004. “Smart Home Research.” Proceedings of the Third Conference on Machine Learning and Cybernetics, Shanghai, 659–664.
   Google Scholar
• Karami, H., M. Sanjari, A. Tavakoli, and G. Gharehpetian. 2013. “Optimal Scheduling of Residential Energy System Including Combined Heat and Power System and Storage Device.” Electric Power Components and Systems 41 (8): 765–781. doi: 10.1080/15325008.2013.769032
   Web of Science ®Google Scholar
• Karlsson, J., and B. Moshfegh. 2007. “A Comprehensive Investigation of a Low-energy Building in Sweden.” Renewable Energy 32 (11): 1830–1841. doi: 10.1016/j.renene.2006.10.009
   Web of Science ®Google Scholar
• Kim, T. T., and H. V. Poor. 2011. “Scheduling Power Consumption with Price Uncertainty.” IEEE Transactions on Smart Grid 2 (3): 519–527. doi: 10.1109/TSG.2011.2159279
   Web of Science ®Google Scholar
• Kuznia, L., B. Zeng, G. Centeno, and Z. Miao. 2013. “Stochastic Optimization for Power System Configuration with Renewable Energy in Remote Areas.” Annals of Operations Research 210 (1): 411–432. doi: 10.1007/s10479-012-1110-9
   Web of Science ®Google Scholar
• Li, B., P. Hathaipontaluk, and S. Luo. 2009. “Intelligent Oven in Smart Home Environment.” International Conference on Research Challenges in Computer Science, Shanghai, December 28–29, 247–250.
   Google Scholar
• Liu, P., and Y. Fu. 2013. “Optimal Operation of Energy-efficiency Building: A Robust Optimization Approach.” IEEE Power and Energy Society General Meeting (PES), Vancouver, BC, July 21–25, 1–5.
   Google Scholar
• Lugo-Cordero, H. M., A. Fuentes-Rivera, R. K. Guha, and E. I. Ortiz-Rivera. 2011. “Particle Swarm Optimization for Load Balancing in Green Smart Homes.” IEEE Congress on Evolutionary Computation (CEC), New Orleans, LA, June 5–8, 715–720.
   Google Scholar
• Marnay, C., G. Venkataramanan, M. Stadler, A. S. Siddiqui, R. Firestone, and B. Chandran. 2008. “Optimal Technology Selection and Operation of Commercial-building Microgrids.” IEEE Transactions on Power Systems 23 (3): 975–982. doi: 10.1109/TPWRS.2008.922654
   Web of Science ®Google Scholar
• Mets, K., T. Verschueren, F. De Turck, and C. Develder. 2011. “Exploiting V2G to Optimize Residential Energy Consumption with Electrical Vehicle (dis) Charging.” IEEE First International Workshop on Smart Grid Modeling and Simulation (SGMS), Brussels, October 17, 7–12.
   Google Scholar
• Mohsenian-Rad, A.-H., V. W. Wong, J. Jatskevich, R. Schober, and A. Leon-Garcia. 2010. “Autonomous Demand-side Management Based on Game-theoretic Energy Consumption Scheduling for the Future Smart Grid.” IEEE Transactions on Smart Grid 1 (3): 320–331. doi: 10.1109/TSG.2010.2089069
   Web of Science ®Google Scholar
• Morganti, G., A. Perdon, G. Conte, D. Scaradozzi, and A. Brintrup. 2009. “Optimising Home Automation Systems: A Comparative Study on Tabu Search and Evolutionary Algorithms.” The 17th Mediterranean Conference on Control and Automation, MED'09, Thessaloniki, June 24–26, 1044–1049.
   Google Scholar
• Pedrasa, M. A. A., T. D. Spooner, and I. F. MacGill. 2010. “Coordinated Scheduling of Residential Distributed Energy Resources to Optimize Smart Home Energy Services.” IEEE Transactions on Smart Grid 1 (2): 134–143. doi: 10.1109/TSG.2010.2053053
   Web of Science ®Google Scholar
• Pensas, H., M. Valtonen, and J. Vanhala. 2011. “Wireless Sensor Networks Energy Optimization Using User Location Information in Smart Homes.” International Conference on Broadband and Wireless Computing, Communication and Applications, BWCCA 2011, Barcelona, Spain, October 26–28, 351–356.
   Google Scholar
• Pipattanasomporn, M., M. Kuzlu, and S. Rahman. 2012. “An Algorithm for Intelligent Home Energy Management and Demand Response Analysis.” IEEE Transactions on Smart Grid 3 (4): 2166–2173. doi: 10.1109/TSG.2012.2201182
   Web of Science ®Google Scholar
• Roe, C., S. Meliopoulos, R. Entriken, and S. Chhaya. 2011. “Simulated Demand Response of a Residential Energy Management System.” IEEE Energytech, Cleveland, OH, May 25–26, 1–6.
   Google Scholar
• Roh, J. H., M. Shahidehpour, and L. Wu. 2009. “Market-based Generation and Transmission Planning with Uncertainties.” IEEE Transactions on Power Systems 24 (3): 1587–1598. doi: 10.1109/TPWRS.2009.2022982
   Web of Science ®Google Scholar
• Roy, A., S. K. Das Bhaumik, A. Bhattacharya, K. Basu, D. J. Cook, and S. K. Das. 2003. “Location Aware Resource Management in Smart Homes.” Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, Fort Worth, TX, March 26, 481–488.
   Google Scholar
• Roy, N., A. Roy, S. K. Das, and K. Basu. 2005. “A Cooperative Learning Framework for Mobility-Aware Resource Management in Multi-inhabitant Smart Homes.” The Second Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services, San Diego, CA, USA, July 17–21, 393–403.
   Google Scholar
• Saad al-sumaiti, A., M. H. Ahmed, and M. M. Salama. 2014. “Smart Home Activities: A Literature Review.” Electric Power Components and Systems 42 (3–4): 294–305. doi: 10.1080/15325008.2013.832439
   Web of Science ®Google Scholar
• Saele, H., and O. S. Grande. 2011. “Demand Response from Household Customers: Experiences from a Pilot Study in Norway.” IEEE Transactions on Smart Grid 2 (1): 102–109. doi: 10.1109/TSG.2010.2104165
   Web of Science ®Google Scholar
• Son, Y.-S., T. Pulkkinen, K. D. Moon, and C. Kim. 2010. “Home Energy Management System Based on Power Line Communication.” IEEE Transactions on Consumer Electronics 56 (1): 1380–1386. doi: 10.1109/TCE.2010.5606273
   Web of Science ®Google Scholar
• Stluka, P., D. Godbole, and T. Samad. 2011. “Energy Management for Buildings and Microgrids.” The 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC), Orlando, FL, December 12–15, 5150–5157.
   Google Scholar
• Stoll, P., G. Bag, J. Rossebo, L. Rizvanovic, and M. Akerholm. 2011. “Scheduling Residential Electric Loads for Green House Gas Reductions.” The 2nd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies (ISGT Europe), Manchester, December 5–7, 1–8.
   Google Scholar
• Sun, B., P. B. Luh, Q.-S. Jia, Z. Jiang, F. Wang, and C. Song. 2010. “An Integrated Control of Shading Blinds, Natural Ventilation, and HVAC Systems for Energy Saving and Human Comfort.” IEEE Conference on Automation Science and Engineering (CASE), Toronto, ON, August 21–24, 7–14.
   Google Scholar
• Veleva, S., D. Davcev, and M. Kacarska. 2011. “Wireless Smart Platform for Home Energy Management System.” The 2nd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies (ISGT Europe), Manchester, December 5–7, 1–8.
   Google Scholar
• Weber, C., and O. Woll. 2006. “Valuation of CHP Power Plant Portfolios Using Recursive Stochastic Optimization.” International Conference on Probabilistic Methods Applied to Power Systems, Stockholm, June 11–15, 1–6.
   Google Scholar
• Williams, E. D., and H. S. Matthews. 2007. “Scoping the Potential of Monitoring and Control Technologies to Reduce Energy Use in Homes.” Proceedings of the IEEE International Symposium on Electronics & the Environment, Orlando, FL, May 7–10, 239–244.
   Google Scholar
• Wood, G., and M. Newborough. 2003. “Dynamic Energy-consumption Indicators for Domestic Appliances: Environment, Behaviour and Design.” Energy and Buildings 35 (8): 821–841. doi: 10.1016/S0378-7788(02)00241-4
   Web of Science ®Google Scholar
• Yan, W., and Z. Hui. 2010. “CO2 Emission Induced by Household Consumption in China.” The 2nd IEEE International Conference on Information and Financial Engineering (ICIFE), Chongqing, September 17–19, 59–63.
   Google Scholar
• Zhang, G. P. 2003. “Time Series Forecasting Using a Hybrid ARIMA and Neural Network Model.” Neurocomputing 50: 159–175. doi: 10.1016/S0925-2312(01)00702-0
   Web of Science ®Google Scholar