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Privacy-Cost Trade-offs in Demand-Side Management With Storage
2017
IEEE Transactions on Information Forensics and Security
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Demand-side energy management (EM) is studied from a privacy-cost trade-off perspective, considering time-of-use pricing and the presence of an energy storage unit. ...
Index Terms-Smart meter, privacy, demand-side management, energy storage, home energy management. ...
CONCLUSIONS We studied demand-side EM policies from a privacy-energy cost trade-off perspective for a SM system with a finitecapacity energy storage unit. ...
doi:10.1109/tifs.2017.2656469
fatcat:2lrbz2as2bbqrnqthm6im4o3hu
Smart Meter Privacy Control Strategy Including Energy Storage Degradation
2019
2019 IEEE Milan PowerTech
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The energy management strategy is designed by minimizing the weighted sum of both privacy loss and total energy storage losses, where the weightage is set using a trade-off parameter. ...
Using household power consumption data from the ECO dataset, the proposed control strategy is numerically evaluated for different trade-off parameters. ...
For the smart metering system shown in Fig. 1 , the optimal energy management policy that trade-offs privacy and ESS costs is obtained using the PO-MDP framework. ...
doi:10.1109/ptc.2019.8810481
fatcat:6njbamhca5f3bmjqdjowasqhry
Framework for a Cloud-Based Multimedia Surveillance System
2014
International Journal of Distributed Sensor Networks
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The paper finally reports that cloud-based multimedia surveillance system can effectively support the processing overload, storage requirements, ubiquitous access, security, and privacy in large-scale ...
Some of the major concerns facing these systems are scalability, ubiquitous access to sensory data, event processing overhead, and massive storage requirements-all of which demand novel scalable approach ...
Figure 8 :Figure 9 : 89 Total cost in different trade-off settings. Average task waiting time in different trade-off settings. ...
doi:10.1155/2014/135257
fatcat:f7c6chxc7za3rh72m7ru6od7yu
Optimal Demand-Side Management for Joint Privacy-Cost Optimization with Energy Storage
[article]
2017
arXiv
pre-print
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The smart meter (SM) privacy problem is addressed together with the cost of energy for the user. ...
The optimal trade-off between the achievable privacy and the energy cost is characterized by taking into account the limited capacity of the battery as well as the capability to sell energy to the UP. ...
We argue that such an output load trades off privacy with cost. ...
arXiv:1704.07615v2
fatcat:3ommvza3vbd2np6pxpellnawv4
Blockchain enabled distributed demand side management in community energy system with smart homes
2020
IEEE Access
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This paper presents a distributed demand side management system among multiple homes in community microgrid, with the integration of the internet of things smart meter and in the presence of renewable ...
However, the previous technique is not focused on energy trading in local community of a renewable energy generation, distributed demand side management and not suitable for real-time environment. ...
The manageable appliances shift the operation time slot from peak demand time to off peak demand to minimize the energy cost. ...
doi:10.1109/access.2020.2975233
fatcat:6hr7x522zbf6diqkmvsp2utknu
Cost/Privacy Co-optimization in Smart Energy Grids
2019
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)
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on privacy results in high financial costs, and iv) that for a typical residential setting, the costs for a trade-off solution lie in the range of 600 US$-1700 US$. ...
We quantify the trade-off between privacy exposure and financial costs by formulating a stochastic dynamic programming problem. ...
Again, the privacy/cost trade-offs are achieved with appropriate controllers. ...
doi:10.23919/date.2019.8715181
dblp:conf/date/ProbstlPSC19
fatcat:veednuqx4zd27fglqfa7gc5uqm
When Energy Trading meets Blockchain in Electrical Power System: The State of the Art
[article]
2019
arXiv
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However, there are many challenging issues for blockchain-based energy trading, i.e., low efficiency, high transaction cost, security & privacy issues. ...
To tackle with the above challenges, many solutions have been proposed. In this survey, the blockchain-based energy trading in electrical power system is thoroughly investigated. ...
In addition, the centralized system management leads to high operating costs, low transparency, and potential risk of transaction data modification [46] ii. Privacy protection and security issues. ...
arXiv:1902.07233v1
fatcat:y4miam2axrgjnlw74gm2h3l7xe
Distributed Supervision Model for Enterprise Data Asset Trading Based on Blockchain Multi-Channel in Industry Alliance
2022
Sensors
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Finally, under the logical framework of the supervision model, the on-chain hierarchical structure and the data hybrid storage method of "on-chain + off-chain" are designed, and multi-supervisor-oriented ...
First, the characteristics of information flow in the data trading process are analyzed, and the main subject and key supervision information in the data trading process are sorted out and refined. ...
Acknowledgments: It is our pleasure to acknowledge Ke Du, Jun Tang, and Chao Tang for their assistance and support with this project. ...
doi:10.3390/s22207842
fatcat:zpk75bhykrfxnmsz6uxwvkpwpi
A Survey on Energy Trading in the Smart Grid: Taxonomy, Research Challenges and Solutions
2021
IEEE Access
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For example, the authors in [57] proposed a both models, such as DR management and energy trading for EVs in an off-grid system. ...
In contrast, in the energy plane, distributed renewable resources and energy storage are deployed at the user side and P2P energy trading can also done. ...
doi:10.1109/access.2021.3104354
fatcat:yoagfu6ebfeshjmz6c4wiakkaq
When Blockchain Meets Smart Grids: A Comprehensive Survey
[article]
2021
arXiv
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In the field of smart grids, a plethora of proposals have emerged to utilize blockchain for augmenting intelligent energy management, energy trading, security and privacy protection, microgrid management ...
However, the blockchain technology itself has its disadvantages in low processing throughput and weak privacy protection. ...
Demand Side Management Blockchain based demand side management must first solve the problems of price and cost optimization to achieve economic savings. Afzal et al. ...
arXiv:2109.14130v1
fatcat:iqdtdkjvffaoxjmuotie4nuqle
Increasing Smart Meter Privacy Through Energy Harvesting and Storage Devices
2013
IEEE Journal on Selected Areas in Communications
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The impact of the energy harvesting rate and the size of the storage device on this trade-off is also studied. ...
In this paper, privacy in a smart metering system is studied from an information theoretic perspective in the presence of energy harvesting and storage units. ...
CONCLUSIONS We have studied the privacy-energy efficiency trade-off in smart meter systems in the presence of energy harvesting and storage units. ...
doi:10.1109/jsac.2013.130715
fatcat:gtv2ch2ezvhf3i6lntlx32rxle
A credible and adjustable load resource trading system based on blockchain networks
2023
Frontiers in Physics
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In recent years, the residents' demands for power supply is increasing. ...
The adjustable load resource trading is faced with the challenges of large demands, strong user autonomy, and secure and tamper-proof transaction data. ...
Acknowledgments The authors would like to thank all of the people who participated in the studies. ...
doi:10.3389/fphy.2023.1145361
fatcat:b2pvlp7kbrbcxo4ncpontf4tpq
A review of energy internet research considering interactive energy: The blockchain perspective
2022
Frontiers in Energy Research
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With the proposal of carbon peak and neutrality goals in China, new technologies such as multi-energy synergy technology, cyber physical systems, and multi-market integration technology have ushered in ...
In order to better cope with the challenges existing in EI, this article designs an analysis framework for EI from the blockchain perspective, which contains five dimensions, including engineering dimension ...
(Afzal et al., 2020) proposed a distributed demand-side management system in multiple community microgrids to reduce the cost of electricity and total energy consumption for each user in the microgrid ...
doi:10.3389/fenrg.2022.999589
fatcat:m6beyz24ibeuzl3u5k7op5vq64
Paving the Path for Two-sided Energy Markets: An Overview of Different Approaches
2020
IEEE Access
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INDEX TERMS Demand response, distributed energy resources (DER), negawatt trading, peer-to-peer (P2P) trading, transactive energy (TE), two-sided market, virtual power plant (VPP). ...
An overview of different approaches that lay the groundwork for two-sided markets, including demand response (DR), virtual power plants (VPPs), peer-to-peer (P2P) trading, and transactive energy (TE) is ...
Transactive energy (TE) is another approach for implementing the trading scheme in two-sided markets. It uses value based signals to manage both the supply and demand sides in the market [7] . ...
doi:10.1109/access.2020.3040391
fatcat:4bj7xtwhqzbhjhevbwfvzmmz24
Application of Blockchain Technology in Energy Trading: A Review
2021
Frontiers in Energy Research
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As blockchain and energy trading have become hot topics in industry and academia, this paper presents a brief literature regarding the blockchain-based energy trading in the fields of energy trading with ...
At first, the background and development process is presented, and then the applications of blockchain in energy trading are surveyed and analyzed. ...
optimization of the operations of flexible loads, energy conversion, and storage equipment on the demand side (Li et al., 2021) . ...
doi:10.3389/fenrg.2021.671133
fatcat:jojma6rcpnaxxlvr3mkva7yw54
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