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   Articles with "step ahead" as a keyword



Multi-Step-Ahead Rainfall-Runoff Modeling: Decision Tree-Based Clustering for Hybrid Wavelet Neural- Networks Modeling

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recommendations! Published in 2024 at "Water Resources Management"

DOI: 10.1007/s11269-024-03908-7

Abstract: This paper introduces a novel hybrid approach for predicting the rainfall-runoff (r-r) phenomenon across different data division scenarios (50%-50%, 60%-40%, and 75%-25%) within two distinct watersheds, encompassing both monthly and daily scales. Additionally, the effectiveness… read more here.

Keywords: multi step; step; series; step ahead ... See more keywords

Multi-step-ahead prediction of thermal load in regional energy system using deep learning method

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recommendations! Published in 2020 at "Energy and Buildings"

DOI: 10.1016/j.enbuild.2020.110658

Abstract: Abstract Accurate and reliable multi-step-ahead thermal load prediction is generally considered as the basis of model predictive control and multi-energy dispatch of building energy systems. Conventional approaches to future load time series prediction rely either… read more here.

Keywords: energy; load; model; step ahead ... See more keywords

Unpacking legal and policy frameworks: A step ahead for implementing the Small-Scale Fisheries Guidelines

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recommendations! Published in 2021 at "Marine Policy"

DOI: 10.1016/j.marpol.2021.104568

Abstract: Abstract The endorsement of the Voluntary Guidelines for Securing Sustainable Small-Scale Fisheries in the Context of Food Security and Poverty Eradication (SSF Guidelines) in 2014 created a new ‘space’ in the international fora, where the… read more here.

Keywords: ssf guidelines; step ahead; small scale; policy ... See more keywords

Multi-step ahead wind speed forecasting using an improved wavelet neural network combining variational mode decomposition and phase space reconstruction

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recommendations! Published in 2017 at "Renewable Energy"

DOI: 10.1016/j.renene.2017.06.095

Abstract: Accurate wind speed forecasting is crucial to reliable and secure power generation system. However, the intermittent and unstable nature of wind speed makes it very difficult to be predicted accurately. This paper proposes a novel… read more here.

Keywords: speed; model; wind speed; speed forecasting ... See more keywords

Opinion Dynamic Games Under One Step Ahead Optimal Control

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recommendations! Published in 2024 at "IEEE Transactions on Computational Social Systems"

DOI: 10.1109/tcss.2024.3364611

Abstract: This article generalizes two recently proposed opinion dynamics models with control. The generalized model consists of a standard model of agents interacting with each other, to which affine control inputs from players are added. The… read more here.

Keywords: control; one step; opinion; step ahead ... See more keywords
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Ensemble Kalman Filtering with One-Step-Ahead Smoothing

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recommendations! Published in 2018 at "Monthly Weather Review"

DOI: 10.1175/mwr-d-17-0175.1

Abstract: AbstractThe ensemble Kalman filter (EnKF) is widely used for sequential data assimilation. It operates as a succession of forecast and analysis steps. In realistic large-scale applications, EnKFs a... read more here.

Keywords: kalman filtering; kalman; filtering one; ensemble kalman ... See more keywords

Comparative analysis of strategies for multi-step ahead wind power forecasting for different forecast horizons and wind power datasets

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recommendations! Published in 2025 at "Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy"

DOI: 10.1177/09576509251404793

Abstract: In light of the stochastic nature of wind, the main obstacle to reliable penetration of wind power into the power grid is its variability. An accurate multi-step prediction of wind power is the most efficient… read more here.

Keywords: multi step; wind power; step ahead; ahead wind ... See more keywords
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Multi-step ahead time-series wind speed forecasting for smart-grid application

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recommendations! Published in 2021 at "Journal of Intelligent and Fuzzy Systems"

DOI: 10.3233/jifs-189736

Abstract: In this paper, an intelligent approach for short-term wind speed forecasting (STWSF) is proposed. The STWSF models are developed to forecast the wind speed into a multi-step ahead forecasting, which is used to demonstrate the… read more here.

Keywords: step; wind speed; speed forecasting; step ahead ... See more keywords

Large-scale assessment of Prophet for multi-step ahead forecasting of monthly streamflow

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recommendations! Published in 2018 at "Advances in Geosciences"

DOI: 10.5194/adgeo-45-147-2018

Abstract: Abstract. We assess the performance of the recently introduced Prophet model in multi-step ahead forecasting of monthly streamflow by using a large dataset. Our aim is to compare the results derived through two different approaches.… read more here.

Keywords: step; monthly streamflow; forecasting monthly; step ahead ... See more keywords