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A Novel Energy Performance-Based Diagnostic Model for Centrifugal Compressor using Hybrid ML Model
Faulty compressors must be timely detected to prevent excessive energy consumption, maintenance, and energy costs. Existing diagnostics models lack...
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Study on Echo Model of Saturated Traffic Flow in Subsea Tunnel
In order to solve the traffic flow changes caused by accidents in subsea tunnel, the theoretical echo model is established. The characters of the...
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Study on fuel consumption in the Kerner–Klenov–Wolf three-phase cellular automaton traffic flow model
Based on the Kerner–Klenov–Wolf three-phase cellular automaton traffic model, we study fuel consumption of vehicles on one-way lanes under open...
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An Agent-Based Cellular Automata Model for Urban Road Traffic Flow Considering Connected and Automated Vehicles
Considering the development of the vehicle to vehicle (V2V) technology and the popularisation of connected and automated vehicles (CAVs), for an...
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Study on the Energy Dissipation of Two Lane Traffic Flow with Lane Reduction
In this paper, a two-lane model with partial reduced lane was simulated based on the Kerner-Klenov-Wolf (KKW) cellular automaton model. In the...
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Can the ASHRAE Standard 169 zoning method be applied to country-level energy-efficient building design in China?
In current building thermal climate design zones of China, the zoning indicators only include temperature elements without considering the regional...
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Characterization of radiative heating anomaly in high enthalpy shock tunnels
Surface heating measurements in shock tunnels operating at high enthalpy have previously showed anomalously high heating, the mechanisms for which...
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Ranking parameters in urban energy models for various building forms and climates using sensitivity analysis
Urban Building Energy Modelling (UBEM) allows us to simulate buildings’ energy performances at a larger scale. However, creating a reliable...
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Impact of climate change on outdoor design conditions and implications to peak loads
This study exams the impact of climate change on outdoor design conditions and peak loads of five Chinese cities over the five major climate zones...
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Unsupervised learning of load signatures to estimate energy-related building features using surrogate modelling techniques
Characterization of an existing building’s energy-related features is critical to inform maintenance and retrofit decisions. However, existing...
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A Group Control Method of Central Air-Conditioning System Based on Reinforcement Learning with the Aim of Energy Saving
This paper proposes a group control method for central air conditioning system based on reinforcement learning to save energy. This method does not...
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A method of determining typical meteorological year for evaluating overheating performance of passive buildings
In the simulation of building overheating risks, the use of typical meteorological years (TMY) can greatly reduce the simulation workload and...
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Advanced data analytics for enhancing building performances: From data-driven to big data-driven approaches
Buildings have a significant impact on global sustainability. During the past decades, a wide variety of studies have been conducted throughout the...
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Diagnosis of building energy consumption in the 2012 CBECS data using heterogeneous effect of energy variables: A recursive partitioning approach
Numerous previous literature has attempted to apply machine learning techniques to analyze relationships between energy variables in energy...
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Impact of Covid-19 Infodemic on the Global Picture
Human civilization witnessed an array of disastrous events since the very beginning. The ongoing global pandemic is the latest addition to that....
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A comparative study of the effects of ventilation-purification strategies on air quality and energy consumption in Bei**g, China
In countries suffering from heavy ambient air pollution, ventilation is a problem, as ventilation intakes outdoor air pollutants, such as particulate...
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The typical hot year and typical cold year for modeling extreme events impacts on indoor environment: A generation method and case study
Increasing climate change brings not only global warming, but also more frequent and severe extreme events, which greatly affect the indoor...
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MicroRNAs in Cancer
The dysrégulation of microRNAs in cancer was first reported in 2002, when a cluster of two microRNAs (miR16 and miR-15) was detected at chromosome...
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Nonlinear supersonic flutter of truncated conical shells
A numerical model was developed to investigate the flutter instability of truncated conical shells subjected to supersonic flows. The exact solution...