Deep Learning Application in Mechatronics Systems’ Fault Diagnosis, a Case Study of the Demand-Controlled Ventilation and Heating System

2019 Advances in Science and Engineering Technology International Conferences (ASET) ◽

10.1109/icaset.2019.8714453 ◽

2019 ◽

Author(s):

Ali Behravan ◽

Mohammad Abboush ◽

Roman Obermaisser

Keyword(s):

Deep Learning ◽

Fault Diagnosis ◽

Heating System ◽

Controlled Ventilation ◽

Demand Controlled Ventilation

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Cognitive IoT: a case study of applying deep learning approach in fault diagnosis of sucker-rod pumping system

10.29268/iciot.2016.0011 ◽

2016 ◽

Author(s):

Hangqi Zhao ◽

◽

Jian Wang ◽

Peng Gao ◽

◽

...

Keyword(s):

Deep Learning ◽

Fault Diagnosis ◽

Learning Approach ◽

Pumping System ◽

Sucker Rod

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A novel simulation-based framework for sensor error impact analysis in smart building systems: A case study for a demand-controlled ventilation system

Applied Energy ◽

10.1016/j.apenergy.2020.114638 ◽

2020 ◽

Vol 263 ◽

pp. 114638 ◽

Cited By ~ 2

Author(s):

Xing Lu ◽

Zheng O'Neill ◽

Yanfei Li ◽

Fuxin Niu

Keyword(s):

Impact Analysis ◽

Ventilation System ◽

Smart Building ◽

Sensor Error ◽

Controlled Ventilation ◽

Simulation Based ◽

Building Systems ◽

Demand Controlled Ventilation

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Fault injection framework for fault diagnosis based on machine learning in heating and demand-controlled ventilation systems

2017 IEEE 4th International Conference on Knowledge-Based Engineering and Innovation (KBEI) ◽

10.1109/kbei.2017.8324986 ◽

2017 ◽

Cited By ~ 2

Author(s):

Ali Behravan ◽

Ahlam Mallak ◽

Roman Obermaisser ◽

Deepak Hanike Basavegowda ◽

Christian Weber ◽

...

Keyword(s):

Machine Learning ◽

Fault Diagnosis ◽

Fault Injection ◽

Controlled Ventilation ◽

Demand Controlled Ventilation ◽

Ventilation Systems

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05/00804 Demand controlled ventilation. A case study for existing Swedish multifamily buildings

Fuel and Energy Abstracts ◽

10.1016/s0140-6701(05)80807-0 ◽

2005 ◽

Vol 46 (2) ◽

pp. 118

Keyword(s):

Controlled Ventilation ◽

Demand Controlled Ventilation ◽

Multifamily Buildings

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Composability Modeling for the Use Case of Demand-controlled Ventilation and Heating System

2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) ◽

10.1109/codit.2019.8820293 ◽

2019 ◽

Cited By ~ 1

Author(s):

Ali Behravan ◽

Nadra Tabassam ◽

Osama Al-Najjar ◽

Roman Obermaisser

Keyword(s):

Heating System ◽

Use Case ◽

Controlled Ventilation ◽

Demand Controlled Ventilation

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Automatic model-based fault detection and diagnosis using diagnostic directed acyclic graph for a demand-controlled ventilation and heating system in Simulink

2018 Annual IEEE International Systems Conference (SysCon) ◽

10.1109/syscon.2018.8369614 ◽

2018 ◽

Cited By ~ 2

Author(s):

Ali Behravan ◽

Roman Obermaisser ◽

Deepak Hanike Basavegowda ◽

Simon Meckel

Keyword(s):

Fault Detection ◽

Directed Acyclic Graph ◽

Heating System ◽

Fault Detection And Diagnosis ◽

Acyclic Graph ◽

Controlled Ventilation ◽

Model Based ◽

Detection And Diagnosis ◽

Demand Controlled Ventilation

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Thermal dynamic modeling and simulation of a heating system for a multi-zone office building equipped with demand controlled ventilation using MATLAB/Simulink

2017 International Conference on Circuits, System and Simulation (ICCSS) ◽

10.1109/cirsyssim.2017.8023191 ◽

2017 ◽

Cited By ~ 8

Author(s):

Ali Behravan ◽

Roman Obermaisser ◽

Amirbahador Nasari

Keyword(s):

Modeling And Simulation ◽

Dynamic Modeling ◽

Heating System ◽

Office Building ◽

Matlab Simulink ◽

Controlled Ventilation ◽

Demand Controlled Ventilation

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CO2-based demand controlled ventilation under new ASHRAE Standard 62.1-2010: a case study for a gymnasium of an elementary school at West Lafayette, Indiana

Energy and Buildings ◽

10.1016/j.enbuild.2011.08.021 ◽

2011 ◽

Vol 43 (11) ◽

pp. 3216-3225 ◽

Cited By ~ 29

Author(s):

Malcolm Owen Ng ◽

Ming Qu ◽

Pengxuan Zheng ◽

Zhiyuan Li ◽

Yin Hang

Keyword(s):

Elementary School ◽

Controlled Ventilation ◽

Demand Controlled Ventilation

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32. Case Study: A Contemporary Controlled Ventilation Solution for Laboratories at the Department of Chemistry of Tallinn University of Technology

10.3320/1.2759032 ◽

2006 ◽

Author(s):

K. Hall

Keyword(s):

Controlled Ventilation ◽

University Of Technology

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Case Study on Fault Diagnosis of the Actual Operating Transformer by FRA

IEEJ Transactions on Power and Energy ◽

10.1541/ieejpes.131.78 ◽

2011 ◽

Vol 131 (1) ◽

pp. 78-85 ◽

Cited By ~ 1

Author(s):

Takahiro Sano ◽

Yoshiharu Ogawa ◽

Takaaki Shimonosono ◽

Tadayuki Wada

Keyword(s):

Fault Diagnosis ◽

Actual Operating

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