default author photo

Xingang Liang

Tsinghua University

SCHOLARLY PAPERS

7

DOWNLOADS

245

TOTAL CITATIONS

0

Scholarly Papers (7)

1.

Energy-Oriented Control Retrofit for Existing Hvac System Adopting Data-Driven Mpc - Methodology, Implementation and Field Test

Number of pages: 36 Posted: 09 Mar 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, Hong Kong Polytechnic University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Midea Building Technologies Division, Midea Group, affiliation not provided to SSRN, Hong Kong Polytechnic University, Midea Building Technologies Division, Midea Group, Midea Building Technologies Division, Midea Group and Tsinghua University
Downloads 88 (753,595)

Abstract:

Loading...

Model predictive control, air conditioning, control retrofit, field test, energy conservation, physics-informed data-driven modelling

2.

Power Consumption Prediction of Variable Refrigerant Flow System Through Data-Physics Hybrid Approach:An Online Prediction Test in Office Building

Number of pages: 26 Posted: 02 Mar 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Tsinghua University and Shanghai Jiao Tong University (SJTU) - Institute of Refrigeration and Cryogenics
Downloads 41 (1,170,409)

Abstract:

Loading...

power consumption prediction, data-driven physics-hybrid, building thermal load, variable refrigerant flow system

3.

Enhancement of Thermal Management Capability for Aircraft Fuel Heat Sink Via Fuel Tank Optimization

Number of pages: 33 Posted: 08 Apr 2025
Tsinghua University, Tsinghua University, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 36 (1,236,159)

Abstract:

Loading...

Fuel heat sink, Thermal Management System, Hot fuel tank, Architecture optimization, Aircraft

4.

Dynamic Blade Tip Clearance Control of Aero-Engine by the Integration of Cooling Air with Fuel Thermal Management System

Number of pages: 30 Posted: 05 Jun 2024
Nanjing University of Aeronautics and Astronautics, Tsinghua University, Tsinghua University, Nanjing University of Aeronautics and Astronautics, Tsinghua University and Nanjing University of Aeronautics and Astronautics
Downloads 34 (1,277,121)

Abstract:

Loading...

aero-engine, multi-system transient simulation, tip clearance control, thermal management, performance optimization

5.

Heat Generation Analysis of Aeroengine Fuel System Integrated with Aircraft Thermal Management Evaluation

Number of pages: 33 Posted: 12 Apr 2025
Tsinghua University, Nanjing University of Aeronautics and Astronautics, Tsinghua University, Tsinghua University, Tsinghua University and Nanjing University of Aeronautics and Astronautics
Downloads 23 (1,411,822)

Abstract:

Loading...

Heat generation, Aeroengine fuel system, Variable speed system, Thermal Management, Aircraft.

6.

Assessment of Extending Flight Endurance Through Engine Dynamic Clearance Control Via Fuel Heat Sink Utilization

Number of pages: 26 Posted: 02 Apr 2025
Tsinghua University, Nanjing University of Aeronautics and Astronautics, Tsinghua University, Tsinghua University, Tsinghua University and Nanjing University of Aeronautics and Astronautics
Downloads 12 (1,526,714)

Abstract:

Loading...

Aircraft, Active clearance control, Fuel heat sink, Flight endurance, Thermal management.

7.

Surrogate Modeling via Physics-Informed Neural Network and Wide-Range Operational Optimization of the Aircraft Fuel Thermal Management System

Number of pages: 38 Posted: 01 Jun 2026
Yuanfang Lin, Shiyu Yang, Xianghua Xu and Xingang Liang
Tsinghua University, Tsinghua University, Tsinghua University and Tsinghua University
Downloads 11 (1,571,455)

Abstract:

Loading...

Aircraft fuel thermal management system, Physics‑informed neural network, Flow rate optimization, Multiple temperature limits, Heat load adjustment