A Knowledge-Enhanced Framework for Urban Waterlogging Prediction Based on Informed Similarity Transfer and Hybrid Spatio-Temporal Model

International Journal of Disaster Risk Reduction, Journal Year: 2025, Volume and Issue: 117, P. 105177 - 105177

Published: Jan. 2, 2025

Language: Английский

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Benefit Evaluation of Carbon Reduction in Power Transmission and Transformation Projects Based on the Modified TOPSIS-RSR Method

Energies, Journal Year: 2024, Volume and Issue: 17(12), P. 2988 - 2988

Published: June 17, 2024

In order to fully achieve energy saving goals, it is necessary establish a comprehensive evaluation system for carbon reduction in transmission and transformation projects. Subsequently, weights were assigned these indicators using combination of the fuzzy analytical hierarchy process (FAHP) entropy weight method (EWM) through both subjective objective methods. Finally, ultimate obtained by applying principle minimum information. During construction model, rank–sum ratio (RSR) was introduced into Technique Order Preference Similarity Ideal Solution (TOPSIS) approximating ideal solution ranking. And Euclidean distance TOPSIS replaced with standardized distance, effectively avoiding discrepancies caused different dimensions. The modified TOPSIS-RSR utilized evaluate rank power projects four regions. By comparing test values two models, superiority enhanced model confirmed. Furthermore, GM (1,1) used predict electricity sales volume optimal ranking area. This can also be applied benefit benefits other

Language: Английский

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Flood risk decomposed: optimized machine learning hazard mapping and multi-criteria vulnerability analysis in the city of Zaio, Morocco.

Journal of African Earth Sciences, Journal Year: 2024, Volume and Issue: unknown, P. 105431 - 105431

Published: Sept. 1, 2024

Language: Английский

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Multi-objective optimization of wire cutting process parameters for Ti-6Al-4V alloy is performed using NSGA-II and EWM-TOPSIS optimized artificial neural network

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 28, 2025

Due to its exceptional mechanical properties, the Ti-6Al-4V alloy is increasingly being utilized in various aerospace applications. Among numerous processing methods available, wire electrical discharge machining (WEDM) stands out as one of most efficient techniques for working with alloy. However, due presence parameters and complex influencing patterns, improper selection can significantly impact both surface quality efficiency. To address this challenge, a four-factor, three-level full factorial cutting experiment was conducted study. The influence trends such pulse-on time ( T on ), pulse-off off peak current IP), open voltage OV) roughness, material removal rate, kerf width were analyzed based experimental results. Artificial neural networks employed establish data-driven models, their accuracy subsequently validated. Additionally, NSGA-II multi-objective optimization computational Moreover, EWM-TOPSIS method effectively rank solutions obtained from optimization. optimal WEDM process determined follows: 8.44 μs, 5.12 IP 13.9 A, OV 209.44 V. proposed offers more convenient applicable approach appropriate parameters.

Language: Английский

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Application of Multiple-Criteria Decision-Making Technology in Emergency Decision-Making: Uncertainty, Heterogeneity, Dynamicity, and Interaction

Mathematics, Journal Year: 2025, Volume and Issue: 13(5), P. 731 - 731

Published: Feb. 24, 2025

With the increasing frequency of natural and man-made disasters, emergency management has become a key research field aimed at saving lives reducing environmental economic losses. As core link in responding to sudden crisis events, decision-making is directly related stability society, safety citizens, robustness infrastructure. scientific method, multiple-criteria (MCDM) technology gradually an important tool for solving complex problems management. It can handle uncertainty, heterogeneity, dynamicity, interaction emergencies select best alternative or rank all options multiple reference attributes limited number solve problems. This paper comprehensively reviews existing relevant literature, analyzes current status challenges MCDM its application process management, proposes gaps development directions this field.

Language: Английский

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Urban heat health risk inequality and its drivers based on Local Climate Zones: A case study of Qingdao, China

Building and Environment, Journal Year: 2025, Volume and Issue: unknown, P. 112827 - 112827

Published: March 1, 2025

Language: Английский

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Dynamic assessment and prediction of typhoon disaster risk in Beibu Gulf: From the analytic hierarchy process and projection pursuit clustering perspective

The Science of The Total Environment, Journal Year: 2025, Volume and Issue: 977, P. 179389 - 179389

Published: April 14, 2025

Language: Английский

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Comprehensive performance evaluation of valuable medical equipment based on cloud modelling and combined weighting methodologies

Engineering Applications of Artificial Intelligence, Journal Year: 2025, Volume and Issue: 154, P. 110969 - 110969

Published: April 30, 2025

Language: Английский

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Data-driven life cycle assessment of the automobile industry in Indonesia: Identifying circular supply chain enablers

Resources Conservation and Recycling, Journal Year: 2025, Volume and Issue: 220, P. 108338 - 108338

Published: April 30, 2025

Language: Английский

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Priority-based two-phase method for hierarchical service composition allocation in cloud manufacturing

Computers & Industrial Engineering, Journal Year: 2024, Volume and Issue: 196, P. 110517 - 110517

Published: Aug. 24, 2024

Language: Английский

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