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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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Phillip M. Drayer Department of Electrical Engineering, L. U., Tarek, J. H., Hasan, Z., & Master in Electrical and Electronics Engineering, C. O. E. (2024) · American Journal of Interdisciplinary Studies · doi:10.63125/0v4cms60 · Cited by 21
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Gutiérrez, S., Acero, C., & Rodrigo, P. (2018) · Rice · doi:10.1109/rice.2018.8627899 · Cited by 1
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Priority index based scheduling of residential load using smart home load manager
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RASH: Resource Allocation for Smart Homes Considering Privacy Sensitivity of IoT Applications
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“Many smart home energy management studies focus on building simulations [15] instead of studying actual houses.”
Optimizing Grid-Connected Microgrid Energy Management Through Advanced Heuristic Algorithms
Adamou, A., Djehaf, M. A., Kobibi, Y. I. D., Rezkallah, M., & Feddaoui, A. (2024) · International Conference on Advances in Electrical Engineering · doi:10.1109/icaee61760.2024.10783352
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“In [7], a renewable energy gateway based on PLC was used to monitor renewable energy sources, collect energy data, analyze it for energy estimation, and control household energy usage schedules to achieve cost minimization.”
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“As the deployment of renewable energy sources continues to rise, HEMS becomes increasingly critical in balancing power generation and demand [2].”
Prototype design of an intelligent Internet of Things system combined green energy storage device
Chen, Y.-C., Wu, H., Hsia, K.-H., & Cheng, Y.-T. (2024) · 2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan) · doi:10.1109/icce-taiwan62264.2024.10674403
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Chu, C.-T., Chao, W.-C., Huang, Z.-W., & Lin, Z.-X. (2023) · Impact · doi:10.1109/impact59481.2023.10348912
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Omar, A., Malekian, R., & Bogatinoska, D. C. (2022) · International Conference on Applied Informatics · doi:10.1109/icai55857.2022.9960097
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Investigation of best Practices in Building of Smart Homes Control Systems
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Solar Rooftop Power Generation System by Using IOT (Arduino & Blynk)
Chavan, R., & Kolekar, A. H. (2020) · Volume 5 - 2020, Issue 9 - September · doi:10.38124/ijisrt20sep521
Home Electrical Energy Management System Using DijCostMin Algorithm
Akbar, A., Halomoan, J., & Silalahi, D. K. (2020) · Journal of Physics: Conference Series · doi:10.1088/1742-6596/1569/4/042004
“System Model Smart meter and HEEMS are connected through the wired or wireless, and HEEMS communication through all appliance for data collection and load control can be performed with Zigbee to ease the users in use although the devices are can’t be reached to the internet [14].”
MethodManagement of Micro-grid with (SM) to Decrease Electricity Bills by Using (CAEST)
Alshabbani, G., Abd, M. K., Ilyas, M., & Bayat, O. (2020) · 2020 International Conference on Electrical, Communication, and Computer Engineering (ICECCE) · doi:10.1109/icecce49384.2020.9179292
“The SG has been defined as the amalgamation of classic energy grid from the 20th century with renewable energy grid from the 21th century copulation and datum technicians, Such incorporation makes effective resources profiteering to optimize energy consumption, set up and manage distributed energy sources, as well as…”
BackgroundDistributed Energy Monitoring System for Smart Homes
S, J. (2020) · International Journal for Research in Applied Science and Engineering Technology · doi:10.22214/ijraset.2020.2013
“[2]”
Throughput Improvement of Wireless Personal Area Networks using Route Optimized Multi hop Algorithm
Vatti, R., Vatti, N. R., & Vatti, P. (2019) · 2019 International Conference on Smart Systems and Inventive Technology (ICSSIT) · doi:10.1109/icssit46314.2019.8987763
“4 standard has imposed stringent constraints on the energy, computational power and the node’s storage capacity and on the transmission power [1,8].”
BackgroundA Smart HEMS Architecture Using Zigbee
Srivas, M., Anushalalitha, T., Kumar, S., & Koushik, K. (2019) · The Review · doi:10.1007/978-3-030-23162-0_41
Smart Home Load Manager Algorithm under Demand Response
Jain, V., Jain, N., & Singh, S. (2018) · IEEE Uttar Pradesh Section International Conference on Electrical, Computer and Electronics Engineering · doi:10.1109/upcon.2018.8597151
“In [14]-[15], integration of renewables with their capability prediction was considered under DR.”
BackgroundSmart Home System Based on Open Source Hardware Development Platform
Yu, L., Li, C.-D., Ji, H., Miao, T.-Y., Zhang, Y., & Zhang, W. (2018) · Proceedings of 2018 Chinese Intelligent Systems Conference · doi:10.1007/978-981-13-2288-4_7
Ding, W., Zhu, R., & Yu, Q.-H. (2018) · IOP Conference Series: Earth and Environment · doi:10.1088/1755-1315/170/2/022099
“…radar positioning, Global Positioning System (GPS) positioning, query/transponder and odometer positioning, and inter-rail cable positioning, in addition to variable-code odometers, split-waveguides, cross-sensing loops, and wireless Spreading and map matching and other positioning methods [2].”
MethodCAN Based Vehicle Health Monitoring System
C, S., Dilnavincent, R., N., P., M. U., & J, U. (2018) · NCICCNDA · doi:10.21467/proceedings.1.23
Density Based Traffic Light Controlling System using IOT
Bhagavan, K., Reddy, B. Y., Sujay, T. K., & Kumar, T. (2018) · International journal of engineering and technology · doi:10.14419/ijet.v7i2.32.15716
Load shifting with the use of home energy management system implemented in FPGA
Bazydło, G., & Wermiński, S. (2017) · Symposium on Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments (WILGA) · doi:10.1117/12.2281065
“Authors in [19] propose to include in home energy management also a renewable energy.”
BackgroundImplementation of integrated intelligent power management system using zigbee protocol
Santaji, S., & Kangralkar, S. (2017) · International Conference on Cryptography, Security and Privacy · doi:10.1109/iccsp.2017.8286786
Multi-objective optimization approach for SVRs annual optimal operation and optimal placement
Shigenobu, R., Noorzad, A. S., Yona, A., & Senjyu, T. (2016) · International Conference on System Engineering and Technology · doi:10.1109/icset.2016.7811757
“More recently the home with an attached generator using RES has gained a lot of attention; this type of house is called a net-zero energy home (ZEH) [3].”
BackgroundResearch of Network Security Technology in Smart Home
Chen, L.-Y. (2016) · doi:10.2991/iccia-16.2016.42
“Public key mechanism can be used for secure communication (both sides of the communication do not need to exchange key to realize the secure communication), digital signature (be able to realize a user encrypts the data and the multiple users interpret), key exchange (both sides of encryption communication connect the…”
BackgroundReal-Time Constraints for Activities of Daily Living Recognition
Bergéron, F., Bouchard, K., Giroux, S., Gaboury, S., & Bouchard, B. (2016) · Petra · doi:10.1145/2910674.2935840
“Motion detectors can be used to turn lights on while heat detectors can be used to monitor an oven surface [4].”
BackgroundEnabling Smart Home Networks with ZigBee Technology
Hu, S., Zhou, H., & She, C. (2015) · International Conference on Industrial Technology · doi:10.2991/icitmi-15.2015.201
“[1, 2]To make smart home devices more energy efficient and smart, Jinsung Byun et al.”
MethodINTELLIGENT HOME ENERGY MANAGEMENT SYSTEM INCLUDING RENEWABLE ENERGY BASED ON MICAZ’S
Kokatanur, A. S., & Rao, S. K. (2015) · doi:10.15623/ijret.2015.0404145
Applications of Cloud-Based Internet of Things
Navadia, N. R., Kaur, G., Bhardwaj, H., Singh, T., Sakalle, A., Acharya, D., & Bhardwaj, A. (2021) · doi:10.4018/978-1-7998-6981-8.ch004
Ordered Fuzzy Numbers for IoT Smart Home Solution
Apiecionek, Ł., Dobrosielski, W., & Ewald, D. (2021) · Advances and New Developments in Fuzzy Logic and Technology · doi:10.1007/978-3-030-77716-6_26
GREENIE—Smart Home with Smart Power Transmission
Alleema, N., Babeetha, S., Hariharan, V., Sangeetha, S., & Shraddha, H. (2020) · doi:10.1007/978-981-15-5566-4_24
Smart switch (SMITCH-LB) for electricity load balancing and optimization
Matar, J., & Khoury, H. E. (2019) · The International Journal of E-Learning and Educational Technologies in the Digital Media · doi:10.17781/p002562
“Compared to [7] that manages the power consumption and generation separately, our system controls the consumption and ON/OFF state of the appliances and the power sources in the same algorithm of the main unit.”
Background
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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