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Residential Energy Consumption Scheduling Techniques Under Smart Grid Environment [chapter]

J. Santosh Kumar, K. Shanti Swarup
2015 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
Smart grid technologies provide opportunities to employ different pricing schemes which also help in increasing the efficiency of appliance scheduling techniques.  ...  In this paper, we observes different energy consumption scheduling techniques that schedule the house hold appliances in real-time to achieve minimum energy consumption cost and to reduce peak load demand  ...  Figure 1 shows the concept of demand response under smart grid environment.  ... 
doi:10.1007/978-3-319-25479-1_1 fatcat:mvhq7mpvzjggdgjdpiq6omngmm

A comprehensive analysis of smart home energy management system optimization techniques

Tesfahun Molla1, Baseem Khan1*, Pawan Singh2
2018 Journal of Autonomous Intelligence  
Development of smart grid technology provides an opportunity to various consumers in context for scheduling their energy utilization pattern by themselves.  ...  Under such energy management scheme, whenever solar generation is more than the home appliances energy demand, extra power is supplied back to the grid.  ...  Advancement of smart grid system allows consumers to reduce their energy consumption through proper scheduling of different appliances.  ... 
doi:10.32629/jai.v1i1.14 fatcat:p2fxpqhgm5h6zbktokv57sm4am

Futuristic Sustainable Energy Management in Smart Environments: A Review of Peak Load Shaving and Demand Response Strategies, Challenges, and Opportunities

Bhagya Nathali Silva, Murad Khan, Kijun Han
2020 Sustainability  
With rapid resource shrinkage, energy management has recently become an essential concern for all smart environments.  ...  The emergence of the Internet of Things (IoT) notion pioneered the implementation of various smart environments. Smart environments intelligibly accommodate inhabitants' requirements.  ...  Aimed to manage only residential loads Erol-Kantarci et al. [37] Smart grid Residential energy optimization with flexible communication between consumer and controller Achieve cost-effective  ... 
doi:10.3390/su12145561 fatcat:6dsmjeyxl5dgpm4rzbhdvn2pqa

Residential Consumer-Centric Demand-Side Management Based on Energy Disaggregation-Piloting Constrained Swarm Intelligence: Towards Edge Computing

Yu-Hsiu Lin, Yu-Chen Hu
2018 Sensors  
The emergence of smart Internet of Things (IoT) devices has highly favored the realization of smart homes in a down-stream sector of a smart grid.  ...  Domestic appliance scheduling is widely accepted as an effective mechanism to manage domestic energy consumption intelligently.  ...  Acknowledgments: This paper was supported in part by the Ministry of Science and Technology, TAIWAN, under Grant No. MOST 106-2218-E-126-002-MY2-.  ... 
doi:10.3390/s18051365 pmid:29702607 pmcid:PMC5982512 fatcat:byz3behoxbd2hatfiiknhnxipe

Utilization of ICT and AI techniques in harnessing residential energy consumption for an energy-aware smart city: A review

Mahmood et al., Department of Computer Science, SZABIST Islamabad Campus, Islamabad, Pakistan
2021 International Journal of Advanced and Applied Sciences  
Therefore, it can be stated that Home Energy Management Systems (HEMSs) is an important part of ground-breaking smart grid technology.  ...  The residential sector has its high impact on global energy consumption. Curtailing and shifting load of the residential sector can result in solving major global problems and challenges.  ...  Residential energy management systems Global power consumption can be categorized into two major aspects i.e., industrial and residential.  ... 
doi:10.21833/ijaas.2021.07.007 fatcat:ybwcgynwbbgp7a55j2uuuiwkja

Towards Energy Efficient Smart Grids using Bio-Inspired Scheduling Techniques

Zunaira Amjad, Munam Ali Shah, Carsten Maple, Hasan Ali Khattak, Zoobia Ameer, Muhammad Nabeel Asghar, Shafaq Mussadiq
2020 IEEE Access  
Population increase has played a major role in the adoption of smart grid as a lot of electrical energy is consumed in the residential sector and a lot of architectures have been proposed for better flow  ...  in smart grid architecture for providing better consumption of electricity and achieving reliable systems.  ...  Citation information: DOI 10.1109/ACCESS.2020.3020027, IEEE Access Towards Energy Efficient Smart Grids using Bio-Inspired Scheduling Techniques peak creation and defines the less consumption of electricity  ... 
doi:10.1109/access.2020.3020027 fatcat:u5wkgfqz3fhmzaxx6w2ehux7su

Efficient Energy Management of IoT-Enabled Smart Homes Under Price-Based Demand Response Program in Smart Grid

Ghulam Hafeez, Zahid Wadud, Imran Ullah Khan, Imran Khan, Zeeshan Shafiq, Muhammad Usman, Mohammad Usman Ali Khan
2020 Sensors  
Subsequently, we devised a strategy based on our proposed WBFA to systematically manage the power usage of IoT-enabled residential building smart appliances by scheduling to alleviate peak-to-average ratio  ...  This increases effective energy utilization, which in turn increases the sustainability of IoT-enabled residential buildings in smart cities.  ...  in peak energy consumption and overwhelm the power grid.  ... 
doi:10.3390/s20113155 pmid:32498402 fatcat:q54xeaim6rbwdcpktl3lzzdtqy

A Survey of Efficient Demand-Side Management Techniques for the Residential Appliance Scheduling Problem in Smart Homes

Amit Shewale, Anil Mokhade, Nitesh Funde, Neeraj Dhanraj Bokde
2022 Energies  
Most of these techniques aim at energy management in residential sectors to encourage users to schedule their power consumption in an effective manner.  ...  This work surveys most recent literature on residential household energy management, especially holistic solutions, and proposes new viewpoints on residential appliance scheduling in smart homes.  ...  • Green energy: The smart grid leads the path of a clean energy environment.  ... 
doi:10.3390/en15082863 fatcat:scgt46byqjcd5bauimvb7tklf4

A NOVEL APPROACH OF DEMAND SIDE MANAGEMENT FRAMEWORK FOR RESIDENTIAL CONSUMERS IN SMART GRID

Sofana Reka S., Ramesh V.
2016 Jurnal Teknologi  
Graphical abstract Abstract In this paper, Demand Side Management scheme in a smart grid environment is proposed as a feature of reducing the peak demand for residential users and maximizing the profit  ...  A smart grid scenario is considered for detailed analysis.  ...  a residential environment.  ... 
doi:10.11113/jt.v78.5660 fatcat:q3x7a4hrajg5fnrueqmv7b2hgu

Residential task scheduling under dynamic pricing using the multiple knapsack method

N. Kumaraguruparan, H. Sivaramakrishnan, Sachin S. Sapatnekar
2012 2012 IEEE PES Innovative Smart Grid Technologies (ISGT)  
A key component of the smart grid is the ability to enable dynamic residential pricing to incentivize the customer and the overall community to utilize energy more uniformly.  ...  This paper presents a solution to the problem of optimally scheduling a set of residential appliances under day-ahead variable peak pricing in order to minimize the customer's energy bill (and also, simultaneously  ...  Several algorithms and techniques have been proposed in the context of scheduling under dynamic residential pricing. Pedrasa et al.  ... 
doi:10.1109/isgt.2012.6175656 dblp:conf/isgt/KumaraguruparanSS12 fatcat:gwdh4orjincuxd75xiaejuim4m

A Comprehensive Review on Residential Demand Side Management Strategies in Smart Grid Environment

Sana Iqbal, Mohammad Sarfraz, Mohammad Ayyub, Mohd Tariq, Ripon K. Chakrabortty, Michael J. Ryan, Basem Alamri
2021 Sustainability  
The application of soft computing techniques such as Fuzzy Logic (FL), Artificial Neural Network (ANN), and Evolutionary Computation (EC) is discussed to deal with energy consumption minimization and scheduling  ...  We have also reviewed the practical aspects of DSM implementation for smart energy management.  ...  A smart residential energy management system is designed for appliances and battery scheduling [162] .  ... 
doi:10.3390/su13137170 fatcat:ncqdp7pk7ndq5ffhqmcd3glbym

A Review on Energy Consumption Optimization Techniques in IoT Based Smart Building Environments

Abdul Shah, Haidawati Nasir, Muhammad Fayaz, Adidah Lajis, Asadullah Shah
2019 Information  
In this paper, we have carried out a detailed literature review of the techniques used for the optimization of energy consumption and scheduling in smart homes.  ...  We have also reviewed the fog and edge computing techniques used in smart homes.  ...  [97] have integrated the fog computing environment with the smart grid to manage energy consumption efficiently.  ... 
doi:10.3390/info10030108 fatcat:7n53fwv3mzbqhfdi6oqvgetnny

Intelligent Residential Energy Management in Smart Grid

A. Ranjini, B.S.E Zoraida
2016 Indian Journal of Science and Technology  
Application/Improvements: The proposed algorithm can be used to enhance the energy management for residential load in smart grid.  ...  Objectives: Providing efficient energy management for smart home through appropriate scheduling of household appliances is addressed in this paper, with two objectives namely, electricity peak demand minimization  ...  In this context, this paper concentrates on the residential energy management problem in smart grid.  ... 
doi:10.17485/ijst/2016/v9i45/91453 fatcat:eo3mkomlsjbhrdrdmazs4nh3su

Real-Time Energy Management and Load Scheduling with Renewable Energy Integration in Smart Grid

Fahad R. Albogamy, Sajjad Ali Khan, Ghulam Hafeez, Sadia Murawwat, Sheraz Khan, Syed Irtaza Haider, Abdul Basit, Klaus-Dieter Thoben
2022 Sustainability  
With the smart grid development, the modern electricity market is reformatted, where residential consumers can actively participate in the demand response (DR) program to balance demand with generation  ...  The EMC is programmed based with EDGE algorithm to automatically respond to DR signals to solve energy management problems via scheduling three types of household load: interruptible, non-interruptible  ...  The developed EDGE algorithm solve energy management problem via power usage scheduling in the smart grid.  ... 
doi:10.3390/su14031792 fatcat:pab7gdhnp5eubpb3tkg2w4xcpu

Recent Challenges and Methodologies in Smart Grid Demand Side Management: State-of-the-Art Literature Review

Tehreem Nasir, Syed Sabir Hussain Bukhari, Safdar Raza, Hafiz Mudassir Munir, Muhammad Abrar, Hafiz Abd ul Muqeet, Kamran Liaquat Bhatti, Jong-Suk Ro, Rooha Masroor, Qiuye Sun
2021 Mathematical Problems in Engineering  
The concept of smart grid was introduced a decade ago.  ...  Demand side management (DSM) is one of the crucial aspects of smart grid that provides users with the opportunity to optimize their load usage pattern to fill the gap between energy supply and demand and  ...  DSM is a significant feature of the smart grid; it can be defined as a set of techniques that can be used to modify the consumption pattern of the end users of electricity over time.  ... 
doi:10.1155/2021/5821301 fatcat:fybqx2uvvrfrfmsizc3p5bg5jq
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