TY - CHAP
T1 - Metadata for a systematic description of signal data
AU - Alferes, J.
AU - Baeza, J. A.
AU - Nicolaï, N.
AU - Therrien, J. D.
AU - Plana, Q.
AU - Villez, K.
N1 - Publisher Copyright:
© 2024 IWAP. All rights reserved.
PY - 2024/6/15
Y1 - 2024/6/15
N2 - This chapter aims to provide a comprehensive overview of metadata types that may be useful during system design, optimization, and automation. Metadata are grouped into three main categories: (a) metadata describing signal generation, (b) metadata describing signal quality, and (c) contextual information in the form of annotations. Each of these categories is introduced and explained in three separate sections. Importantly, this chapter mainly answers what is considered metadata. To a lesser degree, recommendations are made regarding the selection of metadata for long-term storage. Chapter 4 will explain where and how to store metadata. Chapters 5 and 6 explain how to collect certain metadata through dedicated sensor validation tests (Chapter 5) or algorithmic analysis (Chapter 6).
AB - This chapter aims to provide a comprehensive overview of metadata types that may be useful during system design, optimization, and automation. Metadata are grouped into three main categories: (a) metadata describing signal generation, (b) metadata describing signal quality, and (c) contextual information in the form of annotations. Each of these categories is introduced and explained in three separate sections. Importantly, this chapter mainly answers what is considered metadata. To a lesser degree, recommendations are made regarding the selection of metadata for long-term storage. Chapter 4 will explain where and how to store metadata. Chapters 5 and 6 explain how to collect certain metadata through dedicated sensor validation tests (Chapter 5) or algorithmic analysis (Chapter 6).
KW - Annotation
KW - Contextual information
KW - Data quality
KW - Metadata
KW - Sensor history
UR - http://www.scopus.com/inward/record.url?scp=85202909224&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/f7dc6b07-0a08-30cd-9341-4d3030a612b1/
UR - https://portalrecerca.uab.cat/en/publications/a4f9d553-b708-4f67-80e8-b59bf69dbbc4
U2 - 10.2166/9781789061154_0031
DO - 10.2166/9781789061154_0031
M3 - Chapter
AN - SCOPUS:85202909224
SN - 9781789061147
T3 - Metadata Collection and Organization in Wastewater Treatment and Wastewater Resource Recovery Systems
SP - 31
EP - 67
BT - Metadata Collection and Organization in Wastewater Treatment and Wastewater Resource Recovery Systems
ER -