Bi-Directional Mutual Energy Trade between Smart Grid and Energy Districts Using Renewable Energy Credits
A central authority, in a conventional centralized energy trading market, superintends energy and financial transactions. The central authority manages and controls transparent energy trading between producer and consumer, imposes a penalty in case of contract violation, and disburses numerous rewar...
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Published in: | Sensors (Basel, Switzerland) Vol. 21; no. 9; p. 3088 |
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Abstract | A central authority, in a conventional centralized energy trading market, superintends energy and financial transactions. The central authority manages and controls transparent energy trading between producer and consumer, imposes a penalty in case of contract violation, and disburses numerous rewards. However, the management and control through the third party pose a significant threat to the security and privacy of consumers'/producers' (participants) profiles. The energy transactions between participants involving central authority utilize users' time, money, and impose a computational burden over the central controlling authority. The Blockchain-based decentralized energy transaction concept, bypassing the central authority, is proposed in Smart Grid (SG) by researchers. Blockchain technology braces the concept of Peer-to-Peer (P2P) energy transactions. This work encompasses the SolarCoin-based digital currency blockchain model for SG incorporating RE. Energy transactions from Prosumer (P) to Prosumer, Energy District to Energy District, and Energy District to SG are thoroughly investigated and analyzed in this work. A robust demand-side optimized model is proposed using Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) to maximize Prosumer Energy Surplus (PES), Grid revenue (GR), percentage energy transactions accomplished, and decreased Prosumer Energy Cost (PEC). Real-time averaged energy data of Australia are employed, and a piece-wise energy price mechanism is implemented in this work. The graphical analysis and tabular statistics manifest the efficacy of the proposed model. |
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AbstractList | A central authority, in a conventional centralized energy trading market, superintends energy and financial transactions. The central authority manages and controls transparent energy trading between producer and consumer, imposes a penalty in case of contract violation, and disburses numerous rewards. However, the management and control through the third party pose a significant threat to the security and privacy of consumers’/producers’ (participants) profiles. The energy transactions between participants involving central authority utilize users’ time, money, and impose a computational burden over the central controlling authority. The Blockchain-based decentralized energy transaction concept, bypassing the central authority, is proposed in Smart Grid (SG) by researchers. Blockchain technology braces the concept of Peer-to-Peer (P2P) energy transactions. This work encompasses the SolarCoin-based digital currency blockchain model for SG incorporating RE. Energy transactions from Prosumer (P) to Prosumer, Energy District to Energy District, and Energy District to SG are thoroughly investigated and analyzed in this work. A robust demand-side optimized model is proposed using Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) to maximize Prosumer Energy Surplus (PES), Grid revenue (GR), percentage energy transactions accomplished, and decreased Prosumer Energy Cost (PEC). Real-time averaged energy data of Australia are employed, and a piece-wise energy price mechanism is implemented in this work. The graphical analysis and tabular statistics manifest the efficacy of the proposed model. |
Author | Rehman, Sana Aljuhani, Abdullah J Khan, Bilal Ullah, Zahid Ali, Sahibzada M Alhindi, Ahmad Arif, Jawad |
AuthorAffiliation | 2 School of Electrical Engineering & Computer Science (SEECS), National University of Sciences & Technology (NUST), Islamabad 44000, Pakistan; jawad.arif@seecs.nust.edu.pk 4 Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia; ajaljohani@kau.edu.sa 6 Department of Computer Science, Umm Al-Qura University, Makkah 24381, Saudi Arabia; ahhindi@uqu.edu.sa 5 Center of Excellence in Intelligent Engineering Systems, King Abdulaziz University, Jeddah 21589, Saudi Arabia 3 Department of Electrical Engineering, Sialkot Campus, University of Management and Technology Lahore, Sialkot 51310, Pakistan 1 Department of Electrical & Computer Engineering, Abbottabad Campus, COMSATS University Islamabad, Abbottabad 22060, Pakistan; sana.rehman@outlook.com (S.R.); bilalkhan@cuiatd.edu.pk (B.K.); hallianali@cuiatd.edu.pk (S.M.A.) |
AuthorAffiliation_xml | – name: 1 Department of Electrical & Computer Engineering, Abbottabad Campus, COMSATS University Islamabad, Abbottabad 22060, Pakistan; sana.rehman@outlook.com (S.R.); bilalkhan@cuiatd.edu.pk (B.K.); hallianali@cuiatd.edu.pk (S.M.A.) – name: 3 Department of Electrical Engineering, Sialkot Campus, University of Management and Technology Lahore, Sialkot 51310, Pakistan – name: 4 Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah 21589, Saudi Arabia; ajaljohani@kau.edu.sa – name: 2 School of Electrical Engineering & Computer Science (SEECS), National University of Sciences & Technology (NUST), Islamabad 44000, Pakistan; jawad.arif@seecs.nust.edu.pk – name: 5 Center of Excellence in Intelligent Engineering Systems, King Abdulaziz University, Jeddah 21589, Saudi Arabia – name: 6 Department of Computer Science, Umm Al-Qura University, Makkah 24381, Saudi Arabia; ahhindi@uqu.edu.sa |
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SubjectTerms | Alternative energy sources Blockchain central authority Consumers Digital currencies Electricity distribution Empowerment Energy consumption energy districts Energy industry Energy management energy transactions Fossil fuels Genetic algorithms Machine learning Optimization Peer to peer computing peer-to-peer Privacy Renewable resources Seasonal variations Solar Coin Solar energy Third party Wind power |
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Title | Bi-Directional Mutual Energy Trade between Smart Grid and Energy Districts Using Renewable Energy Credits |
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