Articles with "box model" as a keyword



A box-model approach for reservoir operation during extreme rainfall events: A case study

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Published in 2019 at "Journal of Earth System Science"

DOI: 10.1007/s12040-019-1258-7

Abstract: Extreme rainfall events in an urban area pose various challenges to the water resource managers in terms of flood mitigation, inundation, water conservation and harvesting for drinking water supply. The objective of this study is… read more here.

Keywords: extreme rainfall; box model; rainfall events; reservoir ... See more keywords

Phosphorus Budget of the Sundarban Mangrove Ecosystem: Box Model Approach

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Published in 2017 at "Estuaries and Coasts"

DOI: 10.1007/s12237-017-0332-0

Abstract: Phosphorus (P) cycling in mangroves plays an important role in productivity but the magnitude of atmospheric input in the mangrove P budget is still uncertain. This study applied a box model approach to assess P… read more here.

Keywords: sundarban; mangrove ecosystem; box model; budget ... See more keywords

Assessment of atmospheric photochemical reactivity in the Yangtze River Delta using a photochemical box model

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Published in 2020 at "Atmospheric Research"

DOI: 10.1016/j.atmosres.2020.105088

Abstract: Abstract We investigated variations of ozone (O3), its precursors, and their influence on photochemical reactivity by applying a photochemical box model to field data from three cities (Nantong, Xuzhou, and Yancheng) in the Yangtze River… read more here.

Keywords: photochemical reactivity; box model; photochemical box;

Automated grey box model implementation using BIM and Modelica

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Published in 2019 at "Energy and Buildings"

DOI: 10.1016/j.enbuild.2019.01.046

Abstract: Abstract A large part of energy usage in buildings occurs during the operational phase, emphasising the need for efficient and improved facility management, operation and control. Model Predictive Control (MPC) or Fault Detection and Diagnosis… read more here.

Keywords: box; grey box; modelica; box model ... See more keywords

New Insights Into Processes Controlling the δ30Si of Sinking Diatoms: A Seasonally Resolved Box Model Approach

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Published in 2019 at "Global Biogeochemical Cycles"

DOI: 10.1029/2018gb006115

Abstract: In the Southern Ocean, the silicon (Si) biogeochemical cycle is dominated by processes such as the supply of Si into the surface waters, Si uptake into diatom frustules, and their subsequent dissolution and export. Due… read more here.

Keywords: new insights; bsi; model; insights processes ... See more keywords
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Advancing Satellite Precipitation Retrievals With Data Driven Approaches: Is Black Box Model Explainable?

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Published in 2021 at "Earth and Space Science"

DOI: 10.1029/2020ea001423

Abstract: Satellite‐based precipitation retrieval is an essential and long‐standing scientific problem. With an increase of observational satellite data, the advances of data‐driven approaches such as machine learning (ML)/deep learning (DL) are favored to deal with large… read more here.

Keywords: driven approaches; black box; model; precipitation ... See more keywords

Exploring Global Temperature Oscillations Using a Generalized Linear Box Model

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Published in 2025 at "Geophysical Research Letters"

DOI: 10.1029/2024gl113994

Abstract: Solutions including oscillatory responses to monotonic forcing are derived for a generalized energy balance box model, and used to help explore general circulation model (GCM) global surface temperature responses to CO2 ${\text{CO}}_{2}$ forcing. Oscillations superposed… read more here.

Keywords: model; box model; co2 text; global temperature ... See more keywords

Explainable Fault Diagnosis of Oil-Immersed Transformers: A Glass-Box Model

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Published in 2024 at "IEEE Transactions on Instrumentation and Measurement"

DOI: 10.1109/tim.2024.3350131

Abstract: Recently, remarkable progress has been made in the application of machine learning (ML) techniques (e.g., neural networks) to transformer fault diagnosis. However, the diagnostic processes employed by these techniques often suffer from a lack of… read more here.

Keywords: box model; glass box; model; fault diagnosis ... See more keywords

Trusting AI made decisions in healthcare by making them explainable

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Published in 2024 at "Science Progress"

DOI: 10.1177/00368504241266573

Abstract: Objectives In solving the trust issues surrounding machine learning algorithms whose reasoning cannot be understood, advancements can be made toward the integration of machine learning algorithms into mHealth applications. The aim of this paper is… read more here.

Keywords: black box; knowledge; box model; machine learning ... See more keywords
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Experimental and numerical validation of a proportional solenoid valve based on the data-driven model

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Published in 2021 at "Transactions of the Institute of Measurement and Control"

DOI: 10.1177/01423312211003363

Abstract: Solenoid valves are widely used in mechatronics, robotic systems and industrial occasions. An accurate model is very important for the design and control of a solenoid valve. The dynamical model of the solenoid valve is… read more here.

Keywords: model; box model; solenoid valve;

The Potter box model of moral reasoning

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Published in 2017 at "Profesional De La Informacion"

DOI: 10.3145/epi.2017.mar.20

Abstract: El articulo cuestiona la efectividad del modelo de razonamiento etico de la Potter box en cuanto a su aplicacion a dilemas de etica de la informacion. No obstante su importancia para fomentar el debate racional… read more here.

Keywords: potter box; moral reasoning; box model;