A review of unsupervised statistical learning and visual analytics techniques applied to performance analysis of non-residential buildings
Measured and simulated data sources from the built environment are increasing rapidly. It is
becoming normal to analyze data from hundreds, or even thousands of buildings at once …
becoming normal to analyze data from hundreds, or even thousands of buildings at once …
Current state and future challenges in building management: Practitioner interviews and a literature review
Building management tools, such as building automation systems (BASs) and computerized
maintenance management systems (CMMSs), are intended to support the efficient operation …
maintenance management systems (CMMSs), are intended to support the efficient operation …
Predicting the quantifiable impacts of ISO 50001 on climate change mitigation
A McKane, P Therkelsen, A Scodel, P Rao… - Energy policy, 2017 - Elsevier
Energy consumption in the industrial and commercial (service) sectors accounts for nearly
40% of global greenhouse gas emissions. Reducing this energy consumption will be critical …
40% of global greenhouse gas emissions. Reducing this energy consumption will be critical …
Does a knowledge gap contribute to the performance gap? Interviews with building operators to identify how data-driven insights are interpreted
Data-driven operation and maintenance analytics for improving building energy
performance are prevalent in the literature and produce various visualizations and key …
performance are prevalent in the literature and produce various visualizations and key …
Lessons learned from implementing night ventilation of mass in a next-generation smart building
GA Mhuireach, GZ Brown, J Kline, D Manandhar… - Energy and …, 2020 - Elsevier
Summer temperature extremes are expected to increase during the next century. Integrating
night ventilation of mass (NVM) strategies in new 'smart'buildings could increase resilience …
night ventilation of mass (NVM) strategies in new 'smart'buildings could increase resilience …
Computational intelligence based anomaly detection for building energy management systems
O Linda, D Wijayasekara, M Manic… - 2012 5th international …, 2012 - ieeexplore.ieee.org
In the past several decades Building Energy Management Systems (BEMSs) have become
vital components of most modern buildings. BEMSs utilize advanced microprocessor …
vital components of most modern buildings. BEMSs utilize advanced microprocessor …
Screening meter data: Characterization of temporal energy data from large groups of non-residential buildings
C Miller - 2016 - research-collection.ethz.ch
This study focuses on the screening of characteristic data from the ever-expanding sources
of raw, temporal sensor data from commercial buildings. A two-step framework is presented …
of raw, temporal sensor data from commercial buildings. A two-step framework is presented …
A boiler room in a 600-bed hospital complex: study, analysis, and implementation of energy efficiency improvements
JC Fraile, J San-José, A González-Alonso - Energies, 2014 - mdpi.com
The aim of energy efficiency is to use less energy to provide the same service. In hospitals,
energy efficiency offers a powerful and cost-effective tool to reduce greenhouse gas …
energy efficiency offers a powerful and cost-effective tool to reduce greenhouse gas …
Models for driving energy efficiency nationally using energy management
G Siciliano, P de los Reyes, C Kramer… - Strategic planning for …, 2015 - Taylor & Francis
Energy management is a proven strategy for achieving clear energy, environmental, and
economic benefits across industry—yet diverse barriers, risks, and challenges continue to …
economic benefits across industry—yet diverse barriers, risks, and challenges continue to …
Development of a holistic method to analyse the consumption of energy and technical services in manufacturing facilities
J Cosgrove, J Littlewood, P Wilgeroth - Smart Energy Control Systems for …, 2017 - Springer
This chapter describes the background to energy usage in production operations and sets
out some principles, process steps and methods to provide a more holistic view of the …
out some principles, process steps and methods to provide a more holistic view of the …