Blockchain and AI amalgamation for energy cloud management: Challenges, solutions, and future directions

A Kumari, R Gupta, S Tanwar, N Kumar - Journal of Parallel and Distributed …, 2020 - Elsevier
In the recent years, the Smart Grid (SG) system faces various challenges like the ever-
increasing energy demand, the enormous growth of renewable energy sources (RES) with …

Review of smart meter data analytics: Applications, methodologies, and challenges

Y Wang, Q Chen, T Hong… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The widespread popularity of smart meters enables an immense amount of fine-grained
electricity consumption data to be collected. Meanwhile, the deregulation of the power …

Privacy-aware data fusion and prediction with spatial-temporal context for smart city industrial environment

L Qi, C Hu, X Zhang, MR Khosravi… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
As one of the cyber–physical–social systems that plays a key role in people's daily activities,
a smart city is producing a considerable amount of industrial data associated with …

Secure data analytics for smart grid systems in a sustainable smart city: Challenges, solutions, and future directions

A Kumari, S Tanwar - Sustainable computing: informatics and systems, 2020 - Elsevier
A smart city requires an intelligent infrastructure to improve the quality of life with sustainable
environment for its citizens. There is an exponential demand for efficient, secure, reliable …

Prospects of appliance-level load monitoring in off-the-shelf energy monitors: A technical review

AU Haq, HA Jacobsen - Energies, 2018 - mdpi.com
The smart grid initiative has encouraged utility companies worldwide to roll-out new and
smarter versions of energy meters. Before an extensive roll-out, which is both labor-intensive …

A secure and efficient key establishment scheme for communications of smart meters and service providers in smart grid

D Abbasinezhad-Mood, A Ostad-Sharif… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Security is an indispensable part of smart grid (SG). Key establishment protocols play a vital
role in fulfilling the security requirements in SG. In recent years, many key establishment …

PPSO: A privacy-preserving service outsourcing scheme for real-time pricing demand response in smart grid

K Xue, Q Yang, S Li, DSL Wei, M Peng… - IEEE Internet of …, 2018 - ieeexplore.ieee.org
In power utility service outsourcing, some time-sensitive computations (eg, dynamic prices
prediction) are outsourced to a third-party service provider. This brings in new privacy …

Efficient privacy-preserving aggregation for demand side management of residential loads

EJ Palacios-Garcia, X Carpent, JW Bos, G Deconinck - Applied Energy, 2022 - Elsevier
An effective tool used in practice to maintain network balance is residential demand side
management (DMS). However, privacy concerns related to the processing of user personal …

Optimal coordinated operation for a distribution network with virtual power plants considering load sha**

M Zhang, Y Xu, H Sun - IEEE Transactions on Sustainable …, 2022 - ieeexplore.ieee.org
Increasing load demand and renewable energy resource integration will exacerbate the net
load profile by enlarging the peak-to-valley difference. Virtual power plant (VPP) technology …

A holistic analysis of privacy-aware smart grid demand response

CE Kement, H Gultekin, B Tavli - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This study presents a privacy-aware stochastic multiobjective optimization framework that
considers the objectives of both consumers and utility companies (UCs) in a demand …