A hybrid deep transfer learning strategy for short term cross-building energy prediction

Xi Fang, Guangcai Gong, Guannan Li, +3

Energy

Energy ModelingEngineeringData ScienceEnergy EfficiencyEnergy Conservation +4

Deep reinforcement learning optimal control strategy for temperature setpoint real-time reset in multi-zone building HVAC system

Xi Fang, Guangcai Gong, Guannan Li, +5

Applied Thermal Engineering

Optimal Control StrategyEngineeringDeep ReinforcementDeep Reinforcement LearningIntelligent Control +2

Shale gas reservoir treatment by a CO 2 -based technology

Peng Pei, Kegang Ling, Jun He, +1

Journal of Natural Gas Science and Engineering

Petroleum ReservoirCarbon SequestrationChemical EngineeringEngineeringGas Field Development +6

Kinetics of MIB and Geosmin Oxidation during Ozonation

Paul Westerhoff, Brijesh Nalinakumari, Peng Pei

Ozone Science and Engineering

Advanced Oxidation ProcessEngineeringOxidation ResistanceChemistryEnvironmental Photochemistry +17

A general multi-source ensemble transfer learning framework integrate of LSTM-DANN and similarity metric for building energy prediction

Xi Fang, Guangcai Gong, Guannan Li, +3

Energy and Buildings

EngineeringMachine LearningData ScienceEnergy ManagementPredictive Analytics +8

Direct Enthalpimetry. A New Thermochemical Approach to Quantitative Analysis.

J. C. Wasilewski, Peng Pei, Joseph Jordan

Analytical Chemistry

AltmetricsDirect EnthalpimetryEngineeringQuantitative Analysis.jAltmetric Attention Score +12

Cross temporal-spatial transferability investigation of deep reinforcement learning control strategy in the building HVAC system level

Xi Fang, Guangcai Gong, Guannan Li, +4

Energy

Artificial IntelligenceControl StrategyEngineeringDeep ReinforcementDeep Reinforcement Learning +5

A method for energy consumption optimization of air conditioning systems based on load prediction and energy flexibility

Wenqiang Li, Guangcai Gong, Zhongjun Ren, +4

Energy

Electrical EngineeringEnergy ControlEngineeringSmart GridEnergy Efficiency +9

Investigation on thermal comfort of air carrying energy radiant air-conditioning system in south-central China

Peng Pei, Guangcai Gong, Xiong Mei, +2

Energy and Buildings

EngineeringThermal EngineeringSouth-central ChinaEnergy EfficiencyThermal Comfort +7

Research on thermodynamic performance of a novel building cooling system integrating dew point evaporative cooling, air-carrying energy radiant air conditioning and vacuum membrane-based dehumidification (DAV-cooling system)

Liang Chun, Guangcai Gong, Peng Pei, +4

Energy Conversion and Management

Air ConditioningEngineeringEnergy EfficiencyNovel BuildingThermal Comfort +8