Building energy consumption;
Building energy intensity;
Non-normal distribution;
China's building sector;
Survey;
ROBUST ESTIMATION;
OCCUPANT BEHAVIOR;
SECTOR;
EMISSIONS;
D O I:
10.1016/j.esd.2022.03.005
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The increasing building energy consumption in China has been acknowledged as a key concern in future climate mitigation and sustainable development. Though reliable accounting of energy consumption is the prerequisite, estimates of China's building energy consumption remain subject to large discrepancies. One of the primary causes of these disparities is an inaccurate estimation of building energy intensities due to flaws in estimation methods and data. Here, we present a bottom-up approach and use large-scale nationwide building energy survey data (covering 30 provinces, four different types of buildings, and district heating from 2009 to 2016) to correct the existing, widely used assumption of normal distribution for building energy intensity and provide a more accurate estimate of building energy consumption in China. Our improved estimate of China's building energy consumption differs by -10% to 36% from existing mainstream estimates, indicating a significant bias in existing research and applications.(c) 2022 International Energy Initiative. Published by Elsevier Inc. All rights reserved.
机构:
Mohammed Ben Abdallah Univ, Dept Phys & Rehabil Med, Lab Clin Neurosci, Fac Med & Pharm, Fes, MoroccoMohammed Ben Abdallah Univ, Dept Phys & Rehabil Med, Lab Clin Neurosci, Fac Med & Pharm, Fes, Morocco
Hajjioui, Abderrazak
Abda, Naima
论文数: 0引用数: 0
h-index: 0
机构:
Mohammed First Univ, Lab Epidemiol Clin Res & Publ Hlth, Fac Med & Pharm Oujda, Oujda, MoroccoMohammed Ben Abdallah Univ, Dept Phys & Rehabil Med, Lab Clin Neurosci, Fac Med & Pharm, Fes, Morocco
Abda, Naima
Guenouni, Rachid
论文数: 0引用数: 0
h-index: 0
机构:
Minist Family Solidar Equal & Social Dev, Disabil Dept, Rabat, MoroccoMohammed Ben Abdallah Univ, Dept Phys & Rehabil Med, Lab Clin Neurosci, Fac Med & Pharm, Fes, Morocco
Guenouni, Rachid
Nejjari, Chakib
论文数: 0引用数: 0
h-index: 0
机构:
Mohammed Ben Abdallah Univ, Fac Med & Pharm, Lab Epidemiol Clin Res & Publ Hlth, Fes, MoroccoMohammed Ben Abdallah Univ, Dept Phys & Rehabil Med, Lab Clin Neurosci, Fac Med & Pharm, Fes, Morocco
Nejjari, Chakib
Fourtassi, Maryam
论文数: 0引用数: 0
h-index: 0
机构:
Mohammed Ben Abdallah Univ, Dept Phys & Rehabil Med, Lab Clin Neurosci, Fac Med & Pharm, Fes, Morocco
Mohammed First Univ, Lab Epidemiol Clin Res & Publ Hlth, Fac Med & Pharm Oujda, Oujda, MoroccoMohammed Ben Abdallah Univ, Dept Phys & Rehabil Med, Lab Clin Neurosci, Fac Med & Pharm, Fes, Morocco
机构:
Mianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Zhang, Wenping
Lin, Kaixiong
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Meihuashan Inst South China Tiger Breeding, Longyan 364201, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Lin, Kaixiong
Fu, Wenyuan
论文数: 0引用数: 0
h-index: 0
机构:
Longyan Geopk Protect & Dev Ctr, Longyan 364201, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Fu, Wenyuan
Xie, Junjin
论文数: 0引用数: 0
h-index: 0
机构:
Chengdu Res Base Giant Panda Breeding, Chengdu 610081, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Xie, Junjin
Fan, Xueyang
论文数: 0引用数: 0
h-index: 0
机构:
Chengdu Res Base Giant Panda Breeding, Chengdu 610081, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Fan, Xueyang
Zhang, Mingchun
论文数: 0引用数: 0
h-index: 0
机构:
China Conservat & Res Ctr Giant Panda, Chengdu 611830, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Zhang, Mingchun
Luo, Hongxing
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Meihuashan Inst South China Tiger Breeding, Longyan 364201, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Luo, Hongxing
Yin, Yuzhong
论文数: 0引用数: 0
h-index: 0
机构:Mianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Yin, Yuzhong
Guo, Qiang
论文数: 0引用数: 0
h-index: 0
机构:
Mianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Guo, Qiang
Huang, He
论文数: 0引用数: 0
h-index: 0
机构:
Chengdu Res Base Giant Panda Breeding, Chengdu 610081, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Huang, He
Chen, Tengteng
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Meihuashan Inst South China Tiger Breeding, Longyan 364201, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Chen, Tengteng
Lin, Xipan
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Meihuashan Inst South China Tiger Breeding, Longyan 364201, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Lin, Xipan
Yuan, Yaohua
论文数: 0引用数: 0
h-index: 0
机构:Mianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Yuan, Yaohua
Huang, Cheng
论文数: 0引用数: 0
h-index: 0
机构:
Fujian Meihuashan Inst South China Tiger Breeding, Longyan 364201, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
Huang, Cheng
Du, Shizhang
论文数: 0引用数: 0
h-index: 0
机构:
Mianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R ChinaMianyang Normal Univ, Coll Life Sci & Biotechnol, Key Lab Monitoring Biol Divers Minshan Mt Natl Pk, Mianyang 621000, Peoples R China
机构:
Guangdong Univ Technol GDUT, Fac Construct, Guangzhou 510643, Guangdong, Peoples R ChinaGuangdong Univ Technol GDUT, Fac Construct, Guangzhou 510643, Guangdong, Peoples R China
Li, Zhi-sheng
Li, Dong-mei
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Univ Technol GDUT, Fac Construct, Guangzhou 510643, Guangdong, Peoples R ChinaGuangdong Univ Technol GDUT, Fac Construct, Guangzhou 510643, Guangdong, Peoples R China
Li, Dong-mei
Du, Hong-biao
论文数: 0引用数: 0
h-index: 0
机构:
Guangdong Univ Technol GDUT, Fac Construct, Guangzhou 510643, Guangdong, Peoples R ChinaGuangdong Univ Technol GDUT, Fac Construct, Guangzhou 510643, Guangdong, Peoples R China
Du, Hong-biao
Zhang, Guo-qiang
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Coll Civil Engn, Changsha 410082, Hunan, Peoples R ChinaGuangdong Univ Technol GDUT, Fac Construct, Guangzhou 510643, Guangdong, Peoples R China
Zhang, Guo-qiang
Liu, Jian-long
论文数: 0引用数: 0
h-index: 0
机构:
Zhuzhou Inst Technol, Dept Civil Engn, Zhuzhou 412008, Peoples R ChinaGuangdong Univ Technol GDUT, Fac Construct, Guangzhou 510643, Guangdong, Peoples R China
Liu, Jian-long
PROCEEDINGS OF THE 3RD ASIAN CONFERENCE ON REFRIGERATION AND AIR-CONDITIONING VOLS I AND II,
2006,
: 413
-
+
机构:
Tech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R ChinaTech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Xie, Yachen
Wu, Xuning
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Southwest Petr Univ, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610500, Peoples R ChinaTech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Wu, Xuning
Hou, Zhengmeng
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Tech Univ Clausthal, Inst Subsurface Energy Syst, D-38678 Clausthal Zellerfeld, GermanyTech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Hou, Zhengmeng
Li, Zaoyuan
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Petr Univ, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610500, Peoples R ChinaTech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Li, Zaoyuan
Luo, Jiashun
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Southwest Petr Univ, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610500, Peoples R ChinaTech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Luo, Jiashun
Lueddeke, Christian Truitt
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Clausthal, Inst Subsurface Energy Syst, D-38678 Clausthal Zellerfeld, GermanyTech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Lueddeke, Christian Truitt
Huang, Liangchao
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn, Wuhan 430071, Peoples R China
Zhengzhou Univ, Sino German Res Inst Carbon Neutralizat & Green De, Zhengzhou 450000, Peoples R ChinaTech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Huang, Liangchao
Wu, Lin
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Petr Univ, State Key Lab Oil & Gas Reservoir Geol & Exploitat, Chengdu 610500, Peoples R ChinaTech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
Wu, Lin
Liao, Jianxing
论文数: 0引用数: 0
h-index: 0
机构:
Guizhou Univ, Sch Civil Engn, Guiyang 550025, Peoples R ChinaTech Univ Clausthal, Res Ctr Energy Storage Technol, D-38640 Goslar, Germany
机构:
Research Centre of Energy Storage Technologies, Clausthal University of Technology
State Key Laboratory of Geomechanics and Geotechnical Engineering, Institute of Rock and Soil Mechanics, Chinese Academy of Sciences
Institute of Subsurface Energy Systems, Clausthal University of TechnologyResearch Centre of Energy Storage Technologies, Clausthal University of Technology
Yachen Xie
Xuning Wu
论文数: 0引用数: 0
h-index: 0
机构:
Research Centre of Energy Storage Technologies, Clausthal University of Technology
State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum UniversityResearch Centre of Energy Storage Technologies, Clausthal University of Technology
Xuning Wu
Zhengmeng Hou
论文数: 0引用数: 0
h-index: 0
机构:
Research Centre of Energy Storage Technologies, Clausthal University of Technology
Institute of Subsurface Energy Systems, Clausthal University of TechnologyResearch Centre of Energy Storage Technologies, Clausthal University of Technology
Zhengmeng Hou
Zaoyuan Li
论文数: 0引用数: 0
h-index: 0
机构:
State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum UniversityResearch Centre of Energy Storage Technologies, Clausthal University of Technology
Zaoyuan Li
Jiashun Luo
论文数: 0引用数: 0
h-index: 0
机构:
Research Centre of Energy Storage Technologies, Clausthal University of Technology
State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum UniversityResearch Centre of Energy Storage Technologies, Clausthal University of Technology
Jiashun Luo
Christian Truitt Lüddeke
论文数: 0引用数: 0
h-index: 0
机构:
Institute of Subsurface Energy Systems, Clausthal University of TechnologyResearch Centre of Energy Storage Technologies, Clausthal University of Technology
Christian Truitt Lüddeke
Liangchao Huang
论文数: 0引用数: 0
h-index: 0
机构:
Research Centre of Energy Storage Technologies, Clausthal University of Technology
Sino-German Research Institute of Carbon Neutralization and Green Development, Zhengzhou UniversityResearch Centre of Energy Storage Technologies, Clausthal University of Technology
Liangchao Huang
Lin Wu
论文数: 0引用数: 0
h-index: 0
机构:
Research Centre of Energy Storage Technologies, Clausthal University of Technology
State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation, Southwest Petroleum UniversityResearch Centre of Energy Storage Technologies, Clausthal University of Technology
Lin Wu
Jianxing Liao
论文数: 0引用数: 0
h-index: 0
机构:
School of Civil Engineering, Guizhou UniversityResearch Centre of Energy Storage Technologies, Clausthal University of Technology