Tian’an Zhang

ORCID: 0000-0003-4751-9558
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Research Areas
  • Face and Expression Recognition
  • Soil Carbon and Nitrogen Dynamics
  • Machine Learning and ELM
  • Peatlands and Wetlands Ecology
  • Advanced Algorithms and Applications
  • Soil and Unsaturated Flow
  • Soil and Water Nutrient Dynamics
  • Geothermal Energy Systems and Applications
  • Heat Transfer and Optimization
  • Traffic Prediction and Management Techniques
  • Bee Products Chemical Analysis
  • Fault Detection and Control Systems
  • Anomaly Detection Techniques and Applications
  • Microbial Community Ecology and Physiology
  • Toxic Organic Pollutants Impact
  • Groundwater and Isotope Geochemistry
  • Blind Source Separation Techniques
  • Mycorrhizal Fungi and Plant Interactions
  • Allelopathy and phytotoxic interactions
  • Evaluation Methods in Various Fields
  • Sparse and Compressive Sensing Techniques
  • Traffic control and management
  • CO2 Sequestration and Geologic Interactions

Jiangsu University of Science and Technology
2021-2022

Nanjing Forestry University
2016-2019

Northern Arizona University
2018

Twin support vector machine (TWSVM) is a classical distance metric learning method for classification problems. The formulation of TWSVM criterion based on L2-norm distance, which makes prone to being influenced by the presence outliers. In this paper, develop robust method, we propose new objective classifier using L1-norm metric, termed as L1-TWSVM. optimization strategy maximize ratio inter-class dispersion intra-class rather than distance. Besides, design simple and valid iterative...

10.1109/acpr.2017.23 article EN 2017-11-01

In this paper, the Taguchi method is used to evaluate influence of five influencing parameters on heat extraction performance deep U-type borehole exchanger. The are outer diameter exchanger, geotechnical thermal conductivity, geothermal gradient, specific capacity soil and flow rate. level each factor set according actual problem, significance given by signal-to-noise ratio. For evaluation index outlet water temperature T, A <inf xmlns:mml="http://www.w3.org/1998/Math/MathML"...

10.1109/psgec54663.2022.9881157 article EN 2022 Power System and Green Energy Conference (PSGEC) 2022-08-01

To contribute to the goal of carbon neutralization, borehole heat exchanger (BHE) system is widely applied use geothermal energy for buliding cooling and heating. In practical application, there will be thermal interaction between BHEs,, which lead phenomenon shifted load. this work, a comprehensive numerical model with 5 U-type BHEs has been established by OpenGeoSys coupled TESPy clarify impact multiple factors on load bahavious BHEs. The influence different arrangements interboreholes...

10.1109/psgec54663.2022.9880961 article EN 2022 Power System and Green Energy Conference (PSGEC) 2022-08-01
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