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Smart home energy management system including renewable energy based on ZigBee and PLC
Abstract
As home energy use is increasing and renewable energy systems are deployed, home energy management system (HEMS) needs to consider both energy consumption and generation simultaneously to minimize the energy cost. This paper proposes a smart HEMS architecture that considers both energy consumption and generation simultaneously. ZigBee-based energy measurement modules are used to monitor the energy consumption of home appliances and lights. A PLC-based renewable energy gateway is used to monitor the energy generation of renewable energies. The home server gathers the energy consumption and generation data, analyzes them for energy estimation, and controls the home energy use schedule to minimize the energy cost. The remote energy management server aggregates the energy data from numerous home servers, compares them, and creates useful statistical analysis information. By considering both energy consumption and generation, the proposed HEMS architecture is expected to optimize home energy use and result in home energy cost saving.
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“Empirical findings from cyber-physical experiments demonstrate that intrusion into a PLC network can lead to direct manipulation of pumps, valves, or pressure systems without triggering alarms due to the absence of process-aware security mechanisms (Han et al., 2014;Zayadul, 2023).”
From ADAPTING PLC/SCADA SYSTEMS TO MITIGATE INDUSTRIAL IOT CYBERSECURITY RISKS IN GLOBAL MANUFACTURING (2024) · cites this paper as Han et al., 2014
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An interoperable and cost-effective IoT-based Framework for Household Energy Monitoring and Analysis
Athanasoulias, S., Katsari, A., Savvakis, M., Kalogridis, S., & Ipiotis, N. (2023) · Petra · doi:10.1145/3594806.3596541 · Cited by 7
IoT Data Processing for Smart City and Semantic Web Applications
Mante, S. (2023) · arXiv.org · doi:10.48550/arxiv.2306.16728 · Cited by 7
“This was a modified architecture of their previous Zigbee, and PLC based system [50], primarily aimed to reduce the energy consumption.”
MethodA More Efficient Technique to Power Home Monitoring Systems Using Controlled Battery Charging
Azevedo, J., & Santos, F. (2021) · Energies · doi:10.3390/en14133846 · Cited by 7
“Different types of sensor nodes were implemented, some to measure energy consumption and others to measure air quality parameters.”
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Apiecionek, L., Czerniak, J., Ewald, D., & Biedziak, M. (2020) · Journal of universal computer science (Online) · doi:10.3897/jucs.2020.040 · Cited by 7
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“Numerous research efforts have developed energy management systems in residential and commercial buildings as in [3] and [4], but very few have targeted school buildings.”
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“The combination of PLC and wireless was introduced, i.e., for PLC/Wi-Fi [21]–[23] or PLC/ZigBee [24].”
Solar assisted advance smart home automation
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“This can be done using communication technique with microcontrollers via Bluetooth [3, 4] or Wi-Fi [5] available in smart phones and also via ZigBee and PLC [6] or FPGA [7].”
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A Stackelberg Game Theory Based Demand Response Algorithm for Domestic Consumers
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Development of residential lighting control systems using ZigBee wireless technology
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Hsieh, W.-K., Hsieh, W., Chen, J.-L., & Lin, C.-Y. (2016) · International Conference on Advanced Communication Technology · doi:10.1109/icact.2016.7423282 · Cited by 6
“RSSI is a simpler and easier method than TOA or TDOA for measuring distance, as it requires neither nanosecond-resolution equipment nor samples of long-term measurements, but it suffers from small errors associated with multipath interference and the fact that the strength of the received signal diminishes as distance…”
MethodWireless power consumption monitoring and analysis system using Winter's forecasting method
Enriquez, D. J. R., Villanueva, M., Dumlao, S. M. G., & Reyes, R. S. J. (2015) · IEEE Region 10 Conference · doi:10.1109/tencon.2015.7372820 · Cited by 6
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BackgroundiGEMS: A Cloud Green Energy Management System in Data Center
Yang, C.-T., Yan, Y.-Z., Chen, S.-T., Liu, R.-H., Ou, J., & Chen, K.-L. (2016) · Grid and Pervasive Computing · doi:10.1007/978-3-319-39077-2_6 · Cited by 6
Smart Building Systems: A Confluence of Architecture and Technology
Ahmed, O. (2025) · KHWARIZMIA · doi:10.70470/khwarizmia/2025/002 · Cited by 5
“Personalization efforts can be directed towards static elements, such as architectural features or embedded technologies, as well as mobile components like devices and wearables [29].”
Al-Taie, R., & Hesselbach, X. (2024) · Electronics · doi:10.3390/electronics13214231 · Cited by 5
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Energy Management Frameworks In HEMS: A Review
Arshad, S., Che, Y., Liu, Y.-S., Ahmed, A., Athar, M., & Afzaal, M. (2023) · International Conference on Electronic Packaging Technology · doi:10.1109/icept58859.2023.10152372 · Cited by 5
“Advanced Optimization Algorithms are used to schedule HEM to lessen the power consumption considering huge storage system, renewable energy-based resources, and continuously fluctuating cost [15].”
MethodSystem for Monitoring Progress in a Mixing and Grinding Machine Using Sound Signal Processing
Wangkanklang, E., & Koike, Y. (2021) · Micromachines · doi:10.3390/mi12091041 · Cited by 5
“monitored the energy consumption of home appliances with the Zigbee module and monitored the generation of renewable energy via power line communication [6].”
MethodXu, W.-X., Guo, L., & Liang, L. (2020) · Applied Sciences · doi:10.3390/app10082879 · Cited by 5
Desai, P., & Modi, N. (2019) · International Journal of Engineering and Advanced Technology · doi:10.35940/ijeat.e1081.0785s319 · Cited by 5
FPGA Hardware Implementation of Smart Home Autonomous System Based on Deep Learning
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Adopting Fuzzy Technique to Save Energy in Smart Home Control System
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Optimal Operation and Management of Smart Grid System with LPC and BESS in Fault Conditions
Shigenobu, R., Noorzad, A. S., Muarapaz, C., Yona, A., & Senjyu, T. (2016) · doi:10.3390/su8121282 · Cited by 5
Design and Implementation of Energy Efficient Home Automation System
Singh, R., Kuchhal, P., Gehlot, A., & Choudhury, S. (2016) · doi:10.17485/ijst/2016/v9i6/84141 · Cited by 5
Real-Time, PLC based, Energy Monitoring System
Mumtaz, F. (2015) · IEEE India Conference · doi:10.1109/indicon.2015.7443747 · Cited by 5
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Hybrid Energy Management System with Renewable Energy Integration
Abbas, F., Sun, Y.-Y., & Rehman, U. (2015) · International Conference on Computational Intelligence, Modelling and Simulation · doi:10.1109/cimsim.2015.26 · Cited by 5
“On the basis of the changing load conditions at the output, smart and autonomous decisions will be taken by controller for selecting an energy source [1].”
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Mendez, G., Casillas, M. A., Baltazar, R., Lino, C., Mancilla, L., & Lopez, S. (2015) · Australasian Conference on Interactive Entertainment · doi:10.1109/ie.2015.24 · Cited by 5
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Wei, Q., Wei, Q., Liu, Y., Guan, Q., & Liu, D. (2015) · Chinese Control and Decision Conference (CCDC) · doi:10.1109/ccdc.2015.7162361 · Cited by 6
“In [5], a smart home energy management system including renewable energy was developed to optimize home energy consumption.”
BackgroundJain, A., & Bhullar, S. (2022) · Energy Reports · doi:10.1016/j.egyr.2022.05.108 · Cited by 5
An Optimal Day-Ahead Operation Strategy for Hybrid Energy Microgrid
Elgamal, M., Korovkin, N., Refaat, A., & Elmitwally, A. (2019) · IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering · doi:10.1109/eiconrus.2019.8657280 · Cited by 5
How Green Is Your Smart House: Looking Back to the Original Concept of the Smart House
Fitriaty, P., Shen, Z.-J., & Sugihara, K. (2018) · doi:10.1007/978-3-319-70025-0_3 · Cited by 5
Raspberry Pi based energy management system
S, J., Mb, P., & Mp, S. (2016) · Online International Conference on Green Engineering and Technologies · doi:10.1109/get.2016.7916752 · Cited by 5
Vanus, J., Valíček, P., Novák, T. D. B., Martínek, R., Bilik, P., & Zidek, J. (2016) · doi:10.1016/j.ifacol.2016.12.072 · Cited by 5
Smart IoT lightning system for energy consumption optimization
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“There are various possibilities for implementing these systems, ranging from smaller Wireless Sensor Networks using ZigBee Module for communication [5]-[8], to longer-range IoT systems using GSM/GPRS, which increase power consumption and range [9],[10].”
BackgroundA Cost-effective Edge Computing Gateway for Smart Buildings
Madsen, S., Staugaard, B., Ma, Z., Yussof, S., & Jorgensen, B. (2024) · EI.A · doi:10.48550/arxiv.2409.03770 · Cited by 4
“…system that utilizes Zigbee for energy measurement modules can monitor the energy consumption of home appliances and integrate renewable energy sources via power line communication gateways to optimize home energy use and reduce energy costs by considering both consumption and generation data [16].”
BackgroundIoT based Optimal Energy Management System with Electricity Selling for Residential Applications
Karthik, M., Usha, S., Vishva, S., Tharunn, B., Kannan, S., & Venkatesh, D. (2024) · 2024 5th International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV) · doi:10.1109/icicv62344.2024.00132 · Cited by 4
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“ZigBee and PLC association of renew - able energy based on the energy management system for smart home by Jinsoo Han et al. 2014 [2].”
Machine Learning Regression Approach for Estimating Energy Consumption of Appliances in Smart Home
Husin, N. S. I. M., Mostafa, S. A., Muafa, H. M., Gunasekaran, S., Al-Shakarchi, A. H., & Abdulsattar, N. F. (2023) · 2023 Al-Sadiq International Conference on Communication and Information Technology (AICCIT) · doi:10.1109/aiccit57614.2023.10217991 · Cited by 4
“Smart home energy management architecture [1]”
BackgroundInfluentialIoT Based Energy Monitoring and Outage Reporting
Boobalan, S., Choudri, M. C., Haari, V., Gunasekar, N., & Gowtham, V. (2021) · 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS) · doi:10.1109/icaccs51430.2021.9441894 · Cited by 4
“[15] Han, Jinsoo, Chang-Sic Choi, Wan-Ki Park, Ilwoo Lee, and Sang-Ha”
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Lightweight and universal intelligent service platform in indoor environment
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“(7) Terminal status detection If it is necessary to check the status of a certain terminal (for example, ping has not been received after 3 s), a detection message will be issued to the terminal.”
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BackgroundEfficient Energy Management System for Solar Energy
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BackgroundImplementation of smart class room using WAGO PLC
Vibhuti, & Shimi, S. L. (2018) · International Conference on Information Security and Cryptology · doi:10.1109/icisc.2018.8398910 · Cited by 4
“The obtained data can also be transmit over a network for further analysis [6].”
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“The integration of renewable energy sources in micro-grids offers numerous benefits, including reduced reliance on fossil fuels, lower carbon emissions, and increased energy resilience [1], [3], [7].”
BackgroundReal-Time Electricity Bill Management System Using IoT
Chaudhari, B., Shinde, N., Yelave, G., Sonawane, G. G., & Borse, K. (2023) · 2023 International Conference on Emerging Smart Computing and Informatics (ESCI) · doi:10.1109/esci56872.2023.10099628 · Cited by 3
Smart Load Monitoring and Controlling Approach Connected to Solar System Using ESP32 and Blynk
Arnob, C. Z. I., Mitra, N. S., Saad, A. B. H., Alam, M., Islam, M., & Huda, A. S. N. (2022) · International Conference on Energy, Power and Environment · doi:10.1109/icepe56629.2022.10044898 · Cited by 3
“Research work such as [5] and [6] focused on using renewable energy and power line communication to reduce energy costs by obtaining power consumption and production data of multiple houses, storing them in online servers and letting the consumers and producers see statistics of energy usage and also compare to others…”
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“Wind energy from the natural environment [1, 2], solar energy [3, 4], vibration energy [5, 6], geothermal energy [7, 8], etc.”
BackgroundIOT based Advanced building automation and Energy Management
Raju, L., Adhil, M., Logeshwaran, S., Sanjana, M., & Praveena, V. (2022) · International Workshop on Artificial Intelligence and Cognition · doi:10.1109/aic55036.2022.9848842 · Cited by 3
“The IoT based smart energy management implementation details are given in (11).”
BackgroundInternet of Things for sustainable urbanism
Sharma, P., & Jangirala, S. (2022) · Journal of Physics, Conference Series · doi:10.1088/1742-6596/2236/1/012008 · Cited by 3
“For example, a smart home uplifts the quality of life of its inhabitants by efficiently and effectively controlling home appliances, energy consumption, surveillance, lighting and temperature control, etc. [29-32].”
BackgroundIndustrial cyber range based on QEMU-IOL
Miao, S., & Pan, Q. (2021) · 2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA) · doi:10.1109/icpeca51329.2021.9362692 · Cited by 3
ENERGY MANAGEMENT SYSTEM WITH DEMAND RESPONSE FOR SOLAR HOME
Kaci, G. (2020) · JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES · doi:10.26782/jmcms.spl.9/2020.05.00028 · Cited by 3
Towards Service-Oriented and Intelligent Microgrids
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“In fact, most of the EMSs are designed to be single-tiered applications tightly coupled with their microgrids [6, 7, 14].”
BackgroundSmart Building Energy Management using Big Data Analytic Approach
Hashim, N., & Ramli, N. (2019) · 2019 13th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS) · doi:10.1109/macs48846.2019.9024800 · Cited by 3
“Increasing of energy consumptions by building create enforcement for Malaysia to manage and control the energy consumption as much as possible and it can be done through the improvement of energy management system [4].”
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Elgamal, M., Korovkin, N., Refaat, A., & Elmitwally, A. (2019) · E3S Web of Conferences · doi:10.1051/e3sconf/201913801003 · Cited by 3
Proposal of smart home resource management for waste reduction and sustainability using AI and ML
Kumar, J., & Chimmani, S. (2019) · International Conference on Communication and Electronics Systems · doi:10.1109/icces45898.2019.9002031 · Cited by 3
“Smart appliances like Smart fridge, Smart lighting, Smart thermostat, Smart washing machine, Smart air conditioner and air purifier will use the smart grid technology to communicates with one another in the system [10].”
BackgroundProviding a New Energy Management Approach in Smart Homes Using the 6lowpan Protocol
Gholami, M., & Javidan, R. (2018) · SCIOT '18 · doi:10.1145/3269961.3269963 · Cited by 5
“This simulation is compared with the suggested scheduling algorithm in the study [11].”
BackgroundMethodResultInfluentialA Distributed Algorithm with Rooftop Solar Photo Voltaic for Balancing Domestic Loads
Jain, V., Jain, N., & Agarwal, U. (2018) · 2018 International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering (ICRIEECE) · doi:10.1109/icrieece44171.2018.9008681 · Cited by 3
A Semi-blind Model with Parameter Identification for Building Temperature Estimation
Luo, X., Zhu, X., Lim, E., & Huang, Y. (2018) · Cognitive Computation · doi:10.1007/s12559-017-9486-0 · Cited by 3
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BackgroundBaig, F., Beg, S., & Khan, M. F. (2018) · INAE Letters · doi:10.1007/s41403-017-0032-x · Cited by 3
“The DGM hardware consists mainly of PIC18f4520 by microchip (Cherukuri and Kanchi 2014), Bluetooth device (Chen et al. 2014) and Zigbee interface (Han et al. 2014).”
MethodA Dynamic Channel Assignment for Coexistence of ZigBee/WiFi
Chi, T., & Yan, H.-W. (2017) · International Conference on Industrial Technology · doi:10.2991/itim-17.2017.1 · Cited by 3
“Han[6] proposed the methods of HEMS which can optimize household energy and lead to energy saving by taking energy consumption and production into account.”
MethodHome energy management system over low-power narrowband PLC
Ikpehai, A., & Adebisi, B. (2016) · International Symposium on Communication Systems, Networks and Digital Signal Processing · doi:10.1109/csndsp.2016.7573998 · Cited by 3
“Similary, PLC was developed for HEMS in [8] but was used for monitoring energy generation from renewable energy resources while ZigBee was used to monitor in-house electrical loads.”
MethodShi, G., Wei, Q.-L., & Liu, D.-R. (2016) · IEEE International Joint Conference on Neural Network · doi:10.1109/ijcnn.2016.7727796 · Cited by 3
“Cau et al. [2] presented a novel energy management strategy to control an isolated microgrid powered by a photovoltaic array and a wind turbine and equipped with two different energy storage systems.”
BackgroundThe wireless sensor network of the family environment monitoring system research
Qian, Z.-Q., Wu, K., & Bi, Z. (2016) · doi:10.2991/mmebc-16.2016.115 · Cited by 3
“Therefore, intelligent home systems provide users with a safe, comfortable and convenient living environment, so that the environmental monitoring subsystem becomes a very important key part of the smart home system and basic aspects[10].”
BackgroundMinNet: toward more intelligent smart home energy management systems with fewer sensors
Tang, J.-Y., Tang, G., & Wu, K. (2016) · Int. J. Sens. Networks · doi:10.1504/ijsnet.2016.076727 · Cited by 3
“Furthermore, academic researchers are also active in this field and have various innovations at the design of smart HEMS, e.g., Han et al. (2014), Lien et al. (2008) and Son et al. (2010).”
BackgroundSimple objects tracking system for smart homes
Bergeron, F., Bouchard, K., Giroux, S., Gaboury, S., & Bouchard, B. (2015) · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · doi:10.1109/bibm.2015.7359805 · Cited by 2
Paolo, V., Paolo, C., & Giorgio, C. (2015) · doi:10.17577/ijertv4is041041 · Cited by 3
“…in a RS485/Ethernet adapter; in this way, it’s possible for user to manage remotely all plant’s operating functions through a suitable application on Android-based mobile devices (figures 2b, 2c) or different kinds of electronic equipment provided with an internet connection [4] [5] [6] [7].”
BackgroundShah, A., Ishikawa, Y., Odakura, S., & Kakimoto, N. (2014) · Autonome Mobile Systeme · doi:10.1109/ams.2014.44 · Cited by 3
“The EMS is further diverged into several particular applications such as Home Energy Management System (HEMS) for family-unit range [1-3], Building Energy Management System (BEMS) for commercialbuildings [4], Factory Energy Management System (FEMS) for industrial activities [5], and integrated smart community, Communi…”
BackgroundA systematic mapping study on software-based feedback for energy consumption
Zaragoza, T., Noureddine, A., & Exposito, E. (2025) · Renewable & Sustainable Energy Reviews · doi:10.1016/j.rser.2025.115889 · Cited by 3
Varghese, S. G., Kurian, C. P., & Joseph, C. (2022) · IEEE Access · doi:10.1109/access.2022.3154587 · Cited by 3
“ZigBee-based energy measurement modules are suggested by Han et al. [19] to monitor the energy consumption of home appliances and lights.”
Amirgaliyev, Y., Kunelbayev, M., Ormanov, T., Sundetov, T., & Daulbayev, S. (2021) · doi:10.2298/tsci201108173a · Cited by 3
“In the work [4] the authors have developed a smart home energy control system by means of the device on ZigBee base, used for monitoring home appliances and lighting power consumption.”
BackgroundOptimal Scheduling of On/Off Cycles: A Decentralized IoT-Microgrid Approach
Lezama, F., Palominos, J., Rodríguez-González, A., Farinelli, A., & de Cote, E. M. (2017) · doi:10.1007/978-3-319-49622-1_10 · Cited by 3
“Both energy consumption and generation should be considered to save energy cost at the user end [5].”
BackgroundBiLSTM based approach for Energy Demand Forecasting and Synchronization among Smart Grids
Sakib, M., Mustajab, S., Anwar, K., & Alam, M. (2024) · IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems · doi:10.1109/icpeices62430.2024.10719085 · Cited by 2
“Networking-based coordination is also used to manage the smart grid e.g. in [12] and [13], a ZigBee and IEEE 802.15.4-based networking protocol has been proposed to optimize home-oriented smart grid tasks.”
MethodInfluentialDeveloping the System of Collecting, Storing and Processing Information from Solar Collectors
Wójcik, W., Amirgaliyev, Y., Kunelbayev, M., Kalizhanova, A., Kozbakova, A., Sundetov, T., & Yedilkhan, D. (2023) · International Journal of Electronics and Telecommunications · doi:10.24425/ijet.2021.135945 · Cited by 2
“In the work [4] the researches have presented an intelligence system for controlling the energy consumption at home with the devices on the base of ZigBee, as well, with programmable logic controller modules for monitoring the renewable energy generation.”
MethodPLC Home Automation: The Future of Smart Living
Soni, L., & Kaur, A. (2023) · International Conference on Edge Computing and Applications (ICECAA) · doi:10.1109/icecaa58104.2023.10212156 · Cited by 1
“Home servers collect data on energy production and consumption, analyze it to estimate energy consumption, and manage the home's energy consumption to reduce energy costs(Han et al. 2014).”
BackgroundA Home Energy Management System
Stolojescu-Crișan, C., & Gal, J. (2022) · International Symposium on Electronics and Telecommunications · doi:10.1109/isetc56213.2022.10009984 · Cited by 2
“Several papers that deal with EMS have been published so far [5-10].”
BackgroundA Novel Method for Optimal Calculation of Stand-alone Renewable Energy Systems
Phan, V., Vu, Q. S., Le, H. S., & Nguyen, V.-B. (2022) · WSEAS transactions on systems and control · doi:10.37394/23203.2022.17.18 · Cited by 2
Smart Energy Management System Using Non-intrusive Load Monitoring
Deshpande, R., Hire, S., & Mohammed, Z. (2021) · SN Computer Science · doi:10.1007/s42979-021-00997-8 · Cited by 2
“In [3], ZigBee technology has been used, where ZigBee-based modules are deployed to monitor appliance consumption in addition to a Power Line Communication (PLC) based gateway.”
MethodNovel method for calculating installed capacity of stand-alone renewable energy systems
Dao, T.-T., Vu, Q., Phan, V.-D., & Tran, M. (2021) · doi:10.11591/ijeecs.v21.i3.pp1256-1262 · Cited by 2
“In the conventional calculation methods [1-10], the authors often choose the installed capacity of the devices based on the estimation of the power consumption and the received power of the generating devices (renewable amount, converter, UPS, .”
MethodResearch Direction of Smart Home Real-time Monitoring
Li, Y. (2020) · 2020 International Conference on Computer Engineering and Intelligent Control (ICCEIC) · doi:10.1109/icceic51584.2020.00051 · Cited by 2
The Hidden Markov Model with Proximity Capacitive Sensor to Detect User Gesture
Chu, C.-T., & Chang, C.-H. (2020) · Impact · doi:10.1109/impact50485.2020.9268609 · Cited by 2
“The body signal with sensor control system has been developed which have some researcher [6-8] to propose research in different application.”
BackgroundMethodIoT based Energy Saving Strategies for Student Hall at University of Chittagong, Bangladesh
Ahmed, I., & Yeasir, M. (2020) · doi:10.5120/ijca2020919986 · Cited by 2
“The system monitors and controls lights, the status of appliances, and energy consumption via the Internet based on text commands [4].”
BackgroundA Semi-Intrusive Load Monitoring Approach for Demand Response Applications
Dash, S., Sodhi, R., & Sodhi, B. (2019) · Industrial Cyber-Physical Systems · doi:10.1109/icps48983.2019.9067320 · Cited by 2
“A ZigBee and PLC based ILM approach is proposed in [4].”
Method
Metadata
- Authors
- Han, J., Choi, C.-S., Park, W.-K., Lee, I., & Kim, S.-H.
- Affiliations
- Electronics and Telecommunications Research Institute (KR)
- Chungnam National University (KR)
- Venue
- IEEE Transactions on Consumer Electronics
- Published
- 2014-05
- Volume
- 60
- Issue
- 2
- Pages
- 198-202
- ISSN
- 0098-3063 (ISSN-L)
- OpenAlex
- W2120743933
- Cited by
- 449
- References
- 14
- Citations by year
- 2026: 8 · 2025: 15 · 2024: 41 · 2023: 32 · 2022: 37 · 2021: 51 · 2020: 46 · 2019: 45 · 2018: 45 · 2017: 50 · 2016: 49 · 2015: 29 · 2014: 1
- FWCI
- 22.85
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Transactions on Consumer Electronics (publishedVersion)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Smart Grid Energy Management
- Physical Sciences › Engineering › Electrical and Electronic Engineering › IoT-based Smart Home Systems
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Vehicles and Infrastructure
- Keywords
- home energy management systems, home automation, renewable energy, ZigBee, programmable logic controller, energy cost reduction, energy scheduling
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