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An analysis of errors in the Energy Performance certificate database
- Publication Year :
- 2019
- Publisher :
- Elsevier, 2019.
-
Abstract
- Energy Performance Certificates (EPCs) are the adopted method by which the UK government tracks the progress of its domestic energy efficiency policies. Over 15 million EPCs have been lodged, representing a valuable resource for research into the UK building stock. However, the EPC record has a reputation of containing multiple errors. In this work, we identify many such errors and quantify how common they are. We find that 27% of EPCs in the open EPC record display at least one flag to suggests it is incorrect and estimate the true error rate of the EPC record to be between 36 and 62%. Many of these errors are caused by EPC assessors disagreeing on building parameters such as floor type, wall type and built form. Additionally, flats and maisonettes appear to cause more issues than other property types. This may be due to difficulties in assessing their location in the building and the nature of the surrounding space. We also suggest potential new methods of quality assurance which rely on machine learning and which could allow such errors to be avoided in the future.
- Subjects :
- business.industry
Computer science
020209 energy
media_common.quotation_subject
Energy performance
Word error rate
02 engineering and technology
010501 environmental sciences
Management, Monitoring, Policy and Law
Certificate
01 natural sciences
General Energy
Risk analysis (engineering)
0202 electrical engineering, electronic engineering, information engineering
Floor type
business
Quality assurance
Stock (geology)
0105 earth and related environmental sciences
Reputation
media_common
Efficient energy use
Subjects
Details
- Language :
- English
- ISSN :
- 03014215
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....8bc73d8182f02e7a989db3fcf2701489