Optimal load forecasting and scheduling strategies for smart homes peer-to-peer energy networks: A comprehensive survey with critical simulation analysis

Results in Engineering, Год журнала: 2024, Номер 22, С. 102188 - 102188

Опубликована: Май 3, 2024

The home energy management (HEM) sector is going through an enormous change that includes important elements like incorporating green power, enhancing efficiency forecasting and scheduling optimization techniques, employing smart grid infrastructure, regulating the dynamics of optimal trading. As a result, ecosystem players need to clarify their roles, develop effective regulatory structures, experiment with new business models. Peer-to-Peer (P2P) trading seems be one viable options in these conditions, where consumers can sell/buy electricity to/from other users prior totally depending on utility. P2P enables exchange between prosumers, thus provide more robust platform for This strategy decentralizes market than it did previously, opening up possibilities improving trade customers Considering above scenarios, this research provides extensive insight structure, procedure, design, platform, pricing mechanism, approaches, topologies possible futuristic while examining characteristics, pros cons primary goal determining whichever approach most appropriate given situation HEMs. Moreover, HEMs load framework simulation model also proposed analyze network critically, paving technical directions scientific researchers. With cooperation, age technological advancements ushering intelligent, interconnected, reactive urban environment are brought life. In sense, path living entails reinventing as well how people interact perceive dwellings larger city. Finally, work comprehensive overview challenges terms strategies, solutions, future prospects.

Язык: Английский

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Nash Equilibrium-Based Two-Stage Cooperative Operation Strategy for Multi-Microgrids Considering Uncertainty

Protection and Control of Modern Power Systems, Год журнала: 2024, Номер 9(6), С. 42 - 57

Опубликована: Ноя. 1, 2024

Uncertainties on both the source and de-mand side pose challenges for day-to-day management of distributed power systems, such as microgrids (MGs). To harness potential flexible scheduling within MGs to explore economic environmental advantages cooperative interactions between multiple MGs, this paper develops a two-stage power-sharing model day-ahead intraday operations across multi-MGs. The stage, which takes into account prediction errors caused by uncertainty, refines results factoring in real-time fluctuations renewable energy sources loads, changes equip-ment status, various demand re-sponse resources. At end optimal process, profits from are allocated according generalized Nash equilibrium. A case study involving three distribution network, ex-amining island operation strategies, demonstrates practicality effectiveness proposed approach.

Язык: Английский

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A Dynamic Trading Approach Based on Walrasian Equilibrium in a Blockchain-Based NFT Framework for Sustainable Waste Management

Mathematics, Год журнала: 2025, Номер 13(3), С. 521 - 521

Опубликована: Фев. 5, 2025

It is becoming harder to manage the growing amounts of waste generated daily at an increasing rate. These problems require efficient solution that guarantees effectiveness and transparency maintains trust within community. To improve process traditional management, we proposed a unique solution, “GREENLINK”, which uses combination blockchain technology with concept zero-knowledge proofs (ZKPs), non-fungible tokens (NFTs), Walrasian equilibrium. Zero-knowledge (cryptographic protocols) are used verify organizations prove compliance (e.g., certification, recycling capacity) without disclosing sensitive information. Through iterative bidding process, framework employs equilibrium, technique balance supply demand, guaranteeing equitable pricing effective resource distribution among participants. The transactions management activities securely recorded on immutable ledger, ensuring accountability, traceability, transparency. performance model evaluated. Parameters like average latency, TPS, memory consumption calculated using Hyperledger Caliper (a benchmark framework).

Язык: Английский

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Techno-Economic Analysis of Decentralized Residential Microgrid with Optimal Prosumer Selection

IEEE Access, Год журнала: 2024, Номер 12, С. 65403 - 65417

Опубликована: Янв. 1, 2024

Язык: Английский

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Blockchain-based peer-to-peer renewable energy trading and traceability of transmission and distribution losses

Journal of the Operational Research Society, Год журнала: 2024, Номер unknown, С. 1 - 23

Опубликована: Дек. 25, 2024

Язык: Английский

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