Comparison of Data-Driven Thermal Building Models for Model Predictive Control
Journal of Sustainable Development of Energy, Water and Environment Systems, 2019 Energy flexible buildings in combination with demand response will play a key role in the future smart grid. To implement control strategies, which enable demand response, like model predictive control, thermal building models are necessary.
Gernot Steindl +2 more
doaj +1 more source
Improvement of the KarstMod modelling platform for a better assessment of karst groundwater resources [PDF]
Hydrology and Earth System SciencesHydrological models are fundamental tools for the characterization and management of karst systems. We propose an updated version of KarstMod, software dedicated to lumped-parameter rainfall–discharge modelling of karst aquifers.
V. Sivelle +9 more
doaj +1 more source
Sensitivity Analysis of a Driver’s Lumped Parameter Model in the Evaluation of Ride Comfort
Vehicles, 2023 The ride comfort provided by a vehicle to the driver and the passengers is an important feature, directly correlated to the technical characteristics of the suspension system of the vehicle.
Dimitrios Koulocheris, Clio Vossou
doaj +1 more source
Comparative Analysis of Machine Learning Models for Predicting Travel Time [PDF]
arXiv, 2021 In this paper, five different deep learning models are being compared for predicting travel time. These models are autoregressive integrated moving average (ARIMA) model, recurrent neural network (RNN) model, autoregressive (AR) model, Long-short term memory (LSTM) model, and gated recurrent units (GRU) model.
arxiv
Model Selection for Explosive Models [PDF]
Advances in Econometrics, Vol. 41, 2020, pp. 73-103, 2017 This paper examines the limit properties of information criteria (such as AIC, BIC, HQIC) for distinguishing between the unit root model and the various kinds of explosive models. The explosive models include the local-to-unit-root model, the mildly explosive model and the regular explosive model.
arxiv +1 more source
Dynamic modeling of fluid transmission lines of the DSN 70-meter antennas by using a lumped parameter model [PDF]
, 1992 Fluid transmission lines and fittings were found to significantly affect the dynamic and steady state operation of the engineering system in which they are incorporated.
Bartos, R. D.
core +1 more source
Improved lumped models for transient combined convective and radiative cooling of multi-layer composite slabs [PDF]
, 2011 Improved lumped parameter models were developed for the transient heat conduction in multi-layer composite slabs subjected to combined convective and radiative cooling. The improved lumped models were obtained through two-point Hermite approximations for
An, Chen, Su, Jian
core +2 more sources
Advanced Materials Interfaces, EarlyView.This study reveals the thermal transport mechanism at the gallium/copper interface from the perspective of phonon/electron transport and bonding strength, and the thermal boundary resistance of both the Ga/Ga2O3/Cu and Ga/CuGa2/Cu structures are first measured at nanoscale by using time‐domain thermoreflectance.
Xudong Zhang +5 more
wiley +1 more source
PERBANDINGAN DEBIT LIMPASAN MENGGUNAKAN MODEL LUMPED DAN DISTRIBUTED PADA DAERAH ALIRAN SUNGAI PERBANDINGAN DEBIT LIMPASAN MENGGUNAKAN MODEL LUMPED DAN DISTRIBUTED PADA DAERAH ALIRAN SUNGAI [PDF]
, 2015 Debit limpasan merupakan salah satu parameter dalam siklus hidrologi. Debit limpasan dipengaruhi oleh faktor meteorologis dan geologis daerah aliran sungai (DAS).
Alfandias Saurena
core
Thermal modeling of a mini rotor-stator system [PDF]
, 2009 In this study the temperature increase and heat dissipation in the air gap of a cylindrical mini rotor stator system has been analyzed. A simple thermal model based on lumped parameter thermal networks has been developed.
Aarts, Ronald +4 more
core +3 more sources