Multi-step-ahead prediction of thermal load in regional energy system using deep learning method
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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
Ensemble Kalman Filtering with One-Step-Ahead Smoothing
Sign Up to like & getrecommendations! 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
Multi-step ahead time-series wind speed forecasting for smart-grid application
Sign Up to like & getrecommendations! 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
Sign Up to like & getrecommendations! 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