张亮｜合肥工业大学｜学者主页

2025

新节能标准下高效制冷机房在公共建筑中的降碳效果研究

李健，陈立，杨晓艺，张亮，李嘉劼

《暖通空调》

DOI

2025

基于国产BIM的建筑能源管理系统研究与应用

岑悦，张亮，唐艳南，崔治国，丁天一

《低温建筑技术》

DOI

2025

地埋管地源热泵系统热失衡问题分析

罗登云，田小林，邓裔麒瑞，张亮，唐忠伟

《能源与节能》

DOI

2024

沈阳市“一镇一网一热源”生物质供热改造效益分析研究

滕聪，崔治国，岑悦，张亮

《建筑技术》

DOI

2024

“节能性”与“经济性”耦合目标下寒冷地区办公建筑节能改造研究——以北京某办公建筑为例

孙琳琳，牛菲菲，吴泽江，李跃，吴雪飞，张亮

《建筑节能(中英文)》

2024

能量桩换热性能影响因素的数值模拟研究

张亮，穆永超，张杰，罗景辉

《节能》

2023

“建筑概论A”线上线下混合式教学模式改革创新实践与研究

张亮

《安徽建筑》

2022

A review of computing-based automated fault detection and diagnosis of heating, ventilation and air conditioning systems

Jianli Chen, Liang Zhang, Yan-Fei Li, Y. Shi, Xinghua Gao, Yu-Qing Hu

Renewable & Sustainable Energy Reviews

DOI

2022

Sensor Impact Evaluation and Verification Technical Advisory Group Meeting Minutes

Yanfei Li, Saptarshi Bhattacharya, Liang Zhang, Yeobeom Yoon, Y. Bae, Piljae Im, Himanshu Sharma, V. Adetola, Matt Leach

DOI

2022

Sensor cost-effectiveness analysis for data-driven fault detection and diagnostics in commercial buildings

Liang Zhang, Matt Leach, Jianli Chen, Yu-Qing Hu

Energy

DOI

2022

End-Use Load Profiles for the U.S. Building Stock: Methodology and Results of Model Calibration, Validation, and Uncertainty Quantification

E. Wilson, Andrew Parker, A. Fontanini, Elaina K Present, J. Reyna, R. Adhikari, C. Bianchi, C. CaraDonna, Matthew Dahlhausen, Janghyun Kim, Amy LeBar, Lixi Liu, Marlena Praprost, Liang Zhang, P. deWitt, N. Merket, Andrew Speake, Tianzhen Hong, Han Li, Natalie Mims Frick, Zhe Wang, A. Blair, H. Horsey, David Roberts, Kim Trenbath, O. Adekanye, E. Bonnema, Rawad El Kontar, Jonathan Gonzalez, S. Horowitz, Dalton J. Jones, R. Muehleisen, Siby Platthotam, M. Reynolds, Joseph Robertson, Kevin W. Sayers, Qu Li

DOI

2022

预测自适应控制技术在北京冬奥冰上项目训练基地的应用与实践

毛晓峰，曹勇，崔治国，李嘉劼，于晓龙，丁天一，张亮，刘益民

《建筑科学》

2021

A review of machine learning in building load prediction

Liang Zhang, Jin Wen, Yanfei Li, Jianli Chen, Yunyang Ye, Yangyang Fu, W. Livingood

Applied Energy

DOI

2021

Data-driven building energy modeling with feature selection and active learning for data predictive control

Liang Zhang

Energy and Buildings

DOI

2021

Evaluate the impact of sensor accuracy on model performance in data-driven building fault detection and diagnostics using Monte Carlo simulation

Liang Zhang, Matt Leach

Building Simulation

DOI

2021

High-Resolution Hourly Surrogate Modeling Framework for Physics-Based Large-Scale Building Stock Modeling

Liang Zhang, S. Plathottam, J. Reyna, N. Merket, K. Sayers, Xin-Shuo Yang, M. Reynolds, Andrew Parker, E. Wilson, A. Fontanini, David Roberts, R. Muehleisen

DOI

2021

Sensor impacts on building and HVAC controls: A critical review for building energy performance

Y. Bae, Saptarshi Bhattacharya, Bo-Rui Cui, Seungjae Lee, Yanfei Li, Liang Zhang, Piljae Im, V. Adetola, D. Vrabie, Matt Leach, T. Kuruganti

Advances in Applied Energy

DOI

2021

Active learning strategy for high fidelity short-term data-driven building energy forecasting

Liang Zhang, Jin Wen

DOI

2021

Sensor impact evaluation and verification for fault detection and diagnostics in building energy systems: A review

Liang Zhang, Matt Leach, Y. Bae, Bo-Rui Cui, Saptarshi Bhattacharya, Seungjae Lee, Piljae Im, V. Adetola, D. Vrabie, T. Kuruganti

Advances in Applied Energy

DOI

2021

Grey-box modeling and application for building energy simulations - A critical review

Yanfei Li, Zheng O’Neill, Liang Zhang, Jianli Chen, Piljae Im, Jason DeGraw

DOI

2021

英郡年华分布式供暖输配系统功耗分析

张亮，马振周，姚琳，丛惠

《暖通空调》

2020

A Pattern-Recognition-Based Ensemble Data Imputation Framework for Sensors from Building Energy Systems

Liang Zhang

Italian National Conference on Sensors

DOI

2020

A systematic feature extraction and selection framework for data-driven whole-building automated fault detection and diagnostics in commercial buildings

Liang Zhang, S. Frank, Jang-Kweon Kim, Xin Jin, Matt Leach

Building and Environment

DOI

2020

Modeling occupancy-driven building loads for large and diversified building stocks through the use of parametric schedules

C. Bianchi, Liang Zhang, David Goldwasser, Andrew Parker, H. Horsey

DOI

2020

Comparison of time-frequency-analysis techniques applied in building energy data noise cancellation for building load forecasting: A real-building case study

Liang Zhang, M. Alahmad, Jin Wen

DOI

2019

A systematic feature selection procedure for short-term data-driven building energy forecasting model development

Liang Zhang, Jin Wen

Energy and Buildings

DOI

2019

基于数值计算的地源热泵系统热平衡控制策略

罗丞朝，曹勇，柳靖，张亮

《建筑节能(中英文)》

2017

Systematic Feature Selection Process Applied in Short-Term Data-Driven Building Energy Forecasting Models: A Case Study of a Campus Building

Liang Zhang, Jin Wen, Yimin Chen

DOI

2016

室内自然通风环境的数值预测与评价

蒋绿林，王昌领，姜钦青，张亮，侯亚祥，胡静

《常州大学学报(自然科学版)》

2015

绿色技术与建筑工业化的耦合关系研究

张亮

《安徽建筑》

2014

能效标识基础项相对节能率计算原理

张亮，魏景姝

《建筑节能(中英文)》

2014

绿色建筑专项规划编制探讨

魏景姝，李琳，张亮，孟冲，冯晓梅

《建筑科学》

2014

北京雁栖湖国际会展中心绿色建筑实践

齐瑶，李沐钢，张亮

《建设科技》

2014

合同能源管理项目中常用节能技术的应用

张亮

《节能》

2011

民用建筑能效测评标识项目(三星)——南京朗诗国际街区能效测评分析

孟冲，张亮，杨春华，杨益新

《建设科技》

2010

地源热泵+毛细管网空调系统的热力学分析

张亮

《制冷与空调(四川)》

2008

重庆市既有住宅节能改造经济效益研究

王肖芳，张亮

《建筑经济》

2007

建筑节能可持续发展研究

孙秀美，冯军华，张亮

《环境与可持续发展》

2007

荆州地区建筑节能技术研究与前景

张亮

《科技资讯》

2006

从徽州民居看现代住宅的生态节能设计

张亮

《安徽建筑大学学报》

2002

简论建筑创作中形式意义的传达

张亮

《南方建筑》，No. 1

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精选作品

期刊论文

新节能标准下高效制冷机房在公共建筑中的降碳效果研究

基于国产BIM的建筑能源管理系统研究与应用

地埋管地源热泵系统热失衡问题分析

沈阳市“一镇一网一热源”生物质供热改造效益分析研究

“节能性”与“经济性”耦合目标下寒冷地区办公建筑节能改造研究——以北京某办公建筑为例

能量桩换热性能影响因素的数值模拟研究

“建筑概论A”线上线下混合式教学模式改革创新实践与研究

A review of computing-based automated fault detection and diagnosis of heating, ventilation and air conditioning systems

Sensor Impact Evaluation and Verification Technical Advisory Group Meeting Minutes

Sensor cost-effectiveness analysis for data-driven fault detection and diagnostics in commercial buildings

End-Use Load Profiles for the U.S. Building Stock: Methodology and Results of Model Calibration, Validation, and Uncertainty Quantification

预测自适应控制技术在北京冬奥冰上项目训练基地的应用与实践

A review of machine learning in building load prediction

Data-driven building energy modeling with feature selection and active learning for data predictive control

Evaluate the impact of sensor accuracy on model performance in data-driven building fault detection and diagnostics using Monte Carlo simulation

High-Resolution Hourly Surrogate Modeling Framework for Physics-Based Large-Scale Building Stock Modeling

Sensor impacts on building and HVAC controls: A critical review for building energy performance

Active learning strategy for high fidelity short-term data-driven building energy forecasting

Sensor impact evaluation and verification for fault detection and diagnostics in building energy systems: A review

Grey-box modeling and application for building energy simulations - A critical review

英郡年华分布式供暖输配系统功耗分析

A Pattern-Recognition-Based Ensemble Data Imputation Framework for Sensors from Building Energy Systems

A systematic feature extraction and selection framework for data-driven whole-building automated fault detection and diagnostics in commercial buildings

Modeling occupancy-driven building loads for large and diversified building stocks through the use of parametric schedules

Comparison of time-frequency-analysis techniques applied in building energy data noise cancellation for building load forecasting: A real-building case study

A systematic feature selection procedure for short-term data-driven building energy forecasting model development

基于数值计算的地源热泵系统热平衡控制策略

Systematic Feature Selection Process Applied in Short-Term Data-Driven Building Energy Forecasting Models: A Case Study of a Campus Building

室内自然通风环境的数值预测与评价

绿色技术与建筑工业化的耦合关系研究

能效标识基础项相对节能率计算原理

绿色建筑专项规划编制探讨

北京雁栖湖国际会展中心绿色建筑实践

合同能源管理项目中常用节能技术的应用

民用建筑能效测评标识项目(三星)——南京朗诗国际街区能效测评分析

地源热泵+毛细管网空调系统的热力学分析

重庆市既有住宅节能改造经济效益研究

建筑节能可持续发展研究

荆州地区建筑节能技术研究与前景

从徽州民居看现代住宅的生态节能设计

简论建筑创作中形式意义的传达

会议论文

不同热源集中供暖方式的对比研究

预印本

BEMEval-Doc2Schema: Benchmarking Large Language Models for Structured Data Extraction in Building Energy Modeling

Advancing Building Energy Modeling with Large Language Models: Exploration and Case Studies

Large Language Model-Based Interpretable Machine Learning Control in Building Energy Systems

Scaling Data-Driven Building Energy Modelling using Large Language Models

Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data

Taxonomy, Semantic Data Schema, and Schema Alignment for Open Data in Urban Building Energy Modeling

Opportunities and Challenges of Applying Large Language Models in Building Energy Efficiency and Decarbonization Studies: An Exploratory Overview

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