Forecasting the Energy Consumption of an Actual Air Handling Unit and Absorption Chiller Using ANN Models by Jee-Heon Kim, Nam-Chul Seong, Wonchang Choi

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Initial study on the impact of thermal history on building occupants’ thermal assessments in actual air-conditioned office buildings by Fadeyi, Moshood Olawale

“…This preliminary study examines the influence of longer thermal history on building occupants' thermal sensation, perceived air temperature and thermal acceptability during the initial period of occupancy and after an extended period of occupancy in actual air-conditioned office buildings. Each of the subjects' forty-eight-hour thermal history was assessed using measured air temperatures with a wireless chip, “iButton,” placed close to their skins. …”
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Sensitivity analysis of velocity field influence on condensers’ performance and parallel circuit design based on actual air velocity distribution by Chuangye Li, Changshuang Zhi, Jinbo Li, Rixin Li, Fufeng Zhao, Peng Yang, Yingwen Liu

“…Currently, most integral simulations of condensers are based on the assumption of uniform intake air, which differs from real scenarios and leads to imprecise circuit designs. To obtain the actual air velocity distribution and reflect its impacts in the model, a comprehensive methodological system is established in this study. …”
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Real-Time Mechanism Based on Deep Learning Approaches for Analyzing the Impact of Future Timestep Forecasts on Actual Air Quality Index of PM10 by Furizal, Alfian Ma'arif, Iswanto Suwarno, Alya Masitha, Lathifatul Aulia, Abdel-Nasser Sharkawy

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Comment on CdTe solar cell efficiency by Alexander P. Kirk

“…Based on computer simulations, it has been reported in October 2023 that conventional cadmium telluride (CdTe) solar cells can achieve actual air mass 1.5 global (AM 1.5 G) power conversion efficiency up to 35.79% [R. …”
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Analysis of an Air Source Heat Pump Space Cooling System under Variable Inlet Water Temperature Condition by Jin Chengcheng, Wang Ruzhu, Zhai Xiaoqiang, Jin Zhequan

“…In addition, the Dymola model was established to verify the experimental results, and the simulation of energy consumption of actual air conditioning system was conducted based on the model. …”
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Research on intelligent linkage regulation and control of local ventilation in long distance heading face by WANG Lei, WANG Kai

“…At the same time, the workstation establishes a variable frequency predictive air regulation model that matches the theoretical air supply, actual air supply, and actual air demand. Based on the variable frequency air regulation model and real-time ventilation parameters, the operating frequency of the fan is determined. …”
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Thermal Air Environment Simulation System for Spontaneous Combustion of Coal by CHEN Qinghua, CHEN Wentao, QIN Ruxiang, GAO Wei, XU Tongzhen, LIU Yarui

“…The temperature control accuracy of the heater is ±1 ℃. The actual air heating efficiency is relatively high, and increases with the increase of flow rate. …”
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Aircraft Trajectory Prediction With Inverted Transformer by Seokbin Yoon, Keumjin Lee

“…The proposed model was validated with actual air traffic surveillance data from the terminal airspace of Incheon International Airport, South Korea. …”
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The Chaotic Prediction for Aero-Engine Performance Parameters Based on Nonlinear PLS Regression by Chunxiao Zhang, Junjie Yue

“…In this paper, the chaotic phase space of engine exhaust temperature (EGT) time series which come from actual air-borne ACARS data is reconstructed through selecting some suitable nearby points. …”
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Performance Analysis of Air-refrigeration System for Data Center Cooling by Sui Qiuyu, Ma Guoyuan, Liu Shuailing, Xu Shuxue, Ma Hongxia

“…The results show that the optimal pressure ratio is 1.5–2.0 in the actual air-refrigeration cycle. The unit refrigerationcapacity and refrigeration coefficient of performance (COP) increase with a decrease in ambient temperature or an increase in indoor temperature. …”
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Combined Heat and Power Generation from Mechanically Dewatered Sewage Sludge: Numerical Modelling by Alberto Carotenuto, Simona Di Fraia, Nicola Massarotti, Mohammad Rakib Uddin, Laura Vanoli

“…Optimum gasification temperature (900 °C) is identified at an ideal equivalence ratio which is the ratio between actual air fed to the reactor to the stoichiometric air required for complete combustion of 0.2 predicted in a previous study through a sensitivity analysis. …”
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Analysis on air volume balance and resistance characteristics of central exhaust system in tunnel by Gan Lu, Wang Hao

“…With the increase of tunnel length, the air volume imbalance among the outlets for the central exhaust system is serious. Which causes the actual air volume of the end outlet is small. Combined with the design of an urban road tunnel, even air distributor (EAD) groups are installed in the exhaust duct. …”
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Point‐track association method with unknown system model by Xiong Wei, Xiangqi Gu, Cui Yaqi

“…Abstract The point‐track association methods are proposed on the premise that the system models are known, which obviously does not conform to the actual air target detection environment. Considering this situation, for the point‐track association problems in clutter environment, a point‐track association method with unknown system model (USMA) is proposed. …”
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Evaluation of the impact of Covid-19 on air traffic volume in Turkish airspace using artificial neural networks and time series by Nurullah Gultekin, Sibel Acik Kemaloglu

“…For this purpose, SARIMA models, one of the linear time series models, and multilayer perceptron model (MLP), one of the artificial neural network methods suitable for nonlinear modeling, were applied to the air traffic data regarding Turkish airspace between 2010 and 2019, and the actual air traffic density was compared with the forecasts obtained from these analyses. …”
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Neutron specular and off-specular reflection from the surface of aerosol-OT solutions above the critical micelle concentration by Li, Z, Lu, JR, Thomas, R, Penfold, J

“…Such a large roughness is not caused by the actual air/water surface, but is probably a consequence of large amplitude undulations (Helfrich waves) in the bilayers constituting the lamellar structure at the interface.…”

An extended winding function model for induction machine modelling considering saturation effect by Mehrdad Gholami, Om‐Kolsoom Shahryari, Hadi Tarimoradi

“…In this method, the effect of the iron parts is emulated as a partial value that is added to the length of the actual air gap. The simulation results for normal and faulty conditions are shown in two cases, with and without considering saturation effect. …”
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Voluntary Carbon Offsets a Solution for Reducing Tourism Emissions? Assessment of Communication Aspects and Mitigation Potential by Eke Eijgelaar

“…The same conclusion is reached by comparing carbon dioxide volumes of flight offsets with actual air travel emissions. Current sales of flight offsets compensate less than 1% of all aviation emissions.…”
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Fine-Tuning the Aeration Control for Energy-Efficient Operation in a Small Sewage Treatment Plant by Applying Biokinetic Modeling by Tamás Karches

“…A plant-wide mechanistic modeling approach including an activated sludge model and one-dimensional settler model was proposed as an effective tool for predicting the actual air demand and for selecting the optimal aeration strategy. …”
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Deep learning based tools for drone surveillance and detection in adverse environmental conditions by Chia, Wei Fong

“…By machine effort alone, presence of errors limits use of the Machine pipeline in actual air traffic management where there is a low tolerance for errors for safety reasons. …”
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