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SmartBuildSim: An Open-Source Synthetic-Twin Framework for Reproducible AI Benchmarking in Smart-Building Analytics [PDF]
SensorsThis paper introduces SmartBuildSim, an open-source synthetic-twin framework that generates configurable and reproducible multi-sensor building streams using lightweight statistical models with tunable trend, seasonality, correlation, delays, and anomaly
Tymoteusz Miller +3 more
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Seasonal variations and assembly patterns of endophytic communities of Rheum palmatum [PDF]
BMC MicrobiologyThe endophytes are closely associated with the growth and development, stress resistance and active ingredients synthesis of medicinal plants. However, seasonal succession and assembly process of endophyte is still unclear.
DaWei Chen +3 more
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Seasonality in Freight Rates [PDF]
Journal of International Logistics and Trade, 2020 This paper inspects in detail the seasonality (deterministic) in container freight rates, and compares seasonality patterns in different freight rate indices. A deterministic seasonality unit root test is performed to achieve set objectives.
Totakura Bangar Raju +3 more
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Electricity Spot Prices Forecasting Based on Ensemble Learning
IEEE Access, 2021 Efficient modeling and forecasting of electricity prices are essential in today’s competitive electricity markets. However, price forecasting is not easy due to the specific features of the electricity price series.
Nadeela Bibi +4 more
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Modeling seasonality: An extension of the HEGY approach in the presence of two structural breaks [PDF]
Panoeconomicus, 2008 In this paper the HEGY testing procedure (Hylleberg et al. 1990) of analyzing seasonal unit roots is tried to be re-examined by allowing for seasonal mean shifts with exogenous break points. Using some Monte Carlo experiments the distribution of the HEGY
Tasseven Ozlem
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Short-term power load interval forecasting based on nonparametric Bootstrap errors sampling
Energy Reports, 2022 Short-term power load forecasting plays a vital role in the planning of distribution network and the development of social economy. Many researchers have devoted their attention to construct point forecasting models.
Ling Xiao, Miaotong Li, Shenghui Zhang
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Modelling seasonality in Australian building approvals
Construction Economics and Building, 2012 The paper examines the impact of seasonal influences on Australian housing approvals, represented by the State of Victoria[1] building approvals for new houses (BANHs).
Harry M Karamujic
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A COVID-19 epidemic model with periodicity in transmission and environmental dynamics
Frontiers in Applied Mathematics and Statistics, 2023 From the beginning of the outbreak of SARS-CoV-2 (COVID-19), South African data depicted seasonal transmission patterns, with infections rising in summer and winter every year.
Belthasara Assan +2 more
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Achieving effective calibration of precipitation forecasts over a continental scale
Journal of Hydrology: Regional Studies, 2021 Study region: Australia. Study focus: We developed the Seasonally Coherent Calibration (SCC) model to post-process precipitation forecasts from numerical weather prediction (NWP) models.
Qichun Yang, Quan J. Wang, Kirsti Hakala
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Econometrics, 2015 The literature has been notably less definitive in distinguishing between finite sample studies of seasonal stationarity than in seasonal unit root tests. Although the use of seasonal stationarity and unit root tests is advised to determine correctly the
Ghassen El Montasser
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