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We propose a blockchain-based trusted data collection scheme for distributed power systems, which is designed according to a three-tier blockchain architecture and tailored to the practical aspects of power terminal access. Terminals are categorized into management and controlled nodes with distinct permissions, fostering greater participation in system maintenance, reducing computational and storage overhead and enhancing processing efficiency. An innovative intelligent optimization dynamics approach is introduced for data collection, optimizing performance in multi-convergence scenarios. The optimization of distributed power data is integrated with the solution process of the water cycle algorithm, where each event group in the sequence is mapped to the intelligent waterfall algorithm. Given the high demand and stringent quality requirements for energy resources, ensuring their security, reliability and efficient management has become a critical aspect of power production. Compared to traditional data storage techniques, the proposed method significantly improves data security and reliability. <\/jats:p>","DOI":"10.1142\/s0218126625503153","type":"journal-article","created":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T04:05:13Z","timestamp":1743134713000},"source":"Crossref","is-referenced-by-count":0,"title":["Blockchain-Based Trusted Data Collection and Intelligent Optimization for Efficient Distributed Power Resource Management"],"prefix":"10.1142","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-0719-0636","authenticated-orcid":false,"given":"Yuan","family":"Ai","sequence":"first","affiliation":[{"name":"Measurement Center of Yunnan Power Grid Co., Ltd., Kunming 650000, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-7842-3827","authenticated-orcid":false,"given":"Mingqi","family":"Wu","sequence":"additional","affiliation":[{"name":"Metrology Center, Digital Grid Group Co., Ltd., China Southern Power Grid, Guangzhou 510000, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-7956-2369","authenticated-orcid":false,"given":"Jingxu","family":"Yang","sequence":"additional","affiliation":[{"name":"Measurement Center of Yunnan Power Grid Co., Ltd., Kunming 650000, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-8120-9029","authenticated-orcid":false,"given":"Jiahao","family":"Li","sequence":"additional","affiliation":[{"name":"Measurement Center of Yunnan Power Grid Co., Ltd., Kunming 650000, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2025,6,30]]},"reference":[{"key":"S0218126625503153BIB001","doi-asserted-by":"publisher","DOI":"10.1039\/b906273d"},{"key":"S0218126625503153BIB002","first-page":"106","volume":"41","author":"Xiang K. 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