Fault detection and predictive maintenance in IoT-based building management system using machine learning

Fault detection and predictive maintenance in IoT-based building management system using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Bibliografiske detaljer
Main Authors:	Sabuj, Khaja Sheikh Imran, Chowdhury, Saifullah, Mehedi, Fahim Hasan, Chakraborty, Pritam, Arnob, Shafarse Simeon
Andre forfattere:	Chakrabarty, Amitabha
Format:	Thesis
Sprog:	English
Udgivet:	Brac University 2022
Fag:	IoT Fault detection Building systems FDD algorithms Predictive maintenance Internet of things Machine learning
Online adgang:	http://hdl.handle.net/10361/16595

Lignende værker

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The influence of IoT-based agrotech system in Bangladesh on developing urban farming
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Development of IoT based network for monitoring appliances
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IoT based parking system: prospects, challenges, and beyond
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IoT based health monitoring system for pregnant women & children
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The application of Internet Of Things (IoT) to the traditional power grid
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Udgivet: (2020)

IoT based medicine dispenser for improving medication adherence
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Udgivet: (2023)

IoT based maternal health risk detection system
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Udgivet: (2024)

Implementation of an IoT based home automation system using real time sensors
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Udgivet: (2019)

Design and development of IoT based comprehensive system for emergency assistance
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Udgivet: (2021)

An IoT based smart stick for blind and visually impaired person
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IoT based brain-wave assistive system for paralyzed individuals
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A highly efficient solar powered IoT based irrigation system
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Udgivet: (2023)

Secured Internet of Things (IoT) Model using Blockchain
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Udgivet: (2021)

IoT based real-time synchronized clock
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Udgivet: (2018)

Advance waterway transport system based on Internet of Things (IoT)
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Botnet detection In IoT devices using machine learning
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Udgivet: (2020)

IoT smart meter for electricity consumers
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Udgivet: (2019)

IoT based intelligent wireless substation monitoring and controlling system
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Internet of Things (IoT) based air quality index measurement system for Dhaka city
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Udgivet: (2022)

IoT based automated entry system with integration of Covid-19 symptom detection
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Udgivet: (2024)

Cloud based smart parking system using IoT technology
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Udgivet: (2018)

IoT based health monitoring system for elderly people
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Udgivet: (2017)

Fog based service oriented IOT infrastructure
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Udgivet: (2017)

Short term load forecasting based on Internet of Things (IoT)
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Udgivet: (2018)

Home Automation System Based on IoT
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Udgivet: (2023)

Predictive maintenance of HVAC system using supervised machine learning algorithms
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Udgivet: (2021)

Data security model using deep learning and edge computing for Internet of Things (IoT) in smart city
af: Aziz, Md. Yasin, et al.
Udgivet: (2021)

Farm automation system with IoT application
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Udgivet: (2018)

Analyzing security threats and mitigation techniques for fog computing in IoT-enabled smart cities
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Udgivet: (2024)

Automatic control of home appliances based on SCADA and IoT system
af: Ahmed, Riffat, et al.
Udgivet: (2022)

Green IoT based plant growth monitoring system
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Udgivet: (2019)

Implementation of IoT based smart classroom: Room occupancy estimation, automatic seat allocation and environment monitoring
af: Hassan, Rakin, et al.
Udgivet: (2021)

Cow health monitoring and disease detection
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Udgivet: (2023)

Automated street light controlling prototype system with server control
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Udgivet: (2021)

Real time environmental parameter analysis using IOT based platform
af: Redwan, Md. Azharduddin, et al.
Udgivet: (2021)

IoT based patent monitoring system
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IoT based smart home automation and energy management
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Udgivet: (2019)

IOT based COVID-19 assistant robot
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Udgivet: (2024)