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Negative / Null Result ReportOpen accessEngineering· cited by 11

Short-Term Wind Power Forecast Based on STL-IAOA-iTransformer Algorithm: A Case Study in Northwest China

Zhaowei Yang; Wenqi Liu; Miwei Li; Jiarong Wang; Bo Yang; Lin Jiang; Yiyan Sang; Zhenning Pan · 2025 · Energy Engineering

WASTE classifies this as Negative / Null Result Report · AI classification, approximate

The study found no significant effect — useful as a negative control or null benchmark for your own design.

Abstract

Accurate short-term wind power forecast technique plays a crucial role in maintaining the safety and economic efficiency of smart grids. Although numerous studies have employed various methods to forecast wind power, there re... | Find, read and cite all the research you need on Tech Science Press

Abstract by Zhaowei Yang; Wenqi Liu; Miwei Li; Jiarong Wang; Bo Yang; Lin Jiang; Yiyan Sang; Zhenning Pan, Energy Engineering (2025) — licensed CC BY 4.0.

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Metadata source: OpenAlex · DOI 10.32604/ee.2025.059515