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.

Bibliografski detalji
Glavni autori:	Sabuj, Khaja Sheikh Imran, Chowdhury, Saifullah, Mehedi, Fahim Hasan, Chakraborty, Pritam, Arnob, Shafarse Simeon
Daljnji autori:	Chakrabarty, Amitabha
Format:	Disertacija
Jezik:	English
Izdano:	Brac University 2022
Teme:	IoT Fault detection Building systems FDD algorithms Predictive maintenance Internet of things Machine learning
Online pristup:	http://hdl.handle.net/10361/16595

Similar Items

IoT security risk analysis
od: Sakib, Nazmus, i dr.
Izdano: (2020)

IoT based smart biofloc monitoring and maintenance system
od: Podder, Saurov, i dr.
Izdano: (2024)

The influence of IoT-based agrotech system in Bangladesh on developing urban farming
od: Barua, Pranto
Izdano: (2023)

Development of IoT based network for monitoring appliances
od: Haque, S M Azmi, i dr.
Izdano: (2019)

IoT based parking system: prospects, challenges, and beyond
od: Quader, Shafquat Mahmud, i dr.
Izdano: (2022)

IoT based health monitoring system for pregnant women & children
od: Ohana, Fariha Islam, i dr.
Izdano: (2022)

The application of Internet Of Things (IoT) to the traditional power grid
od: Morshed, Ragib, i dr.
Izdano: (2020)

IoT based medicine dispenser for improving medication adherence
od: Raisa, Fatima Fairuz, i dr.
Izdano: (2023)

IoT based maternal health risk detection system
od: Tabassum, Tasnia, i dr.
Izdano: (2024)

Design and development of IoT based comprehensive system for emergency assistance
od: Habib, Sahriar, i dr.
Izdano: (2021)

Implementation of an IoT based home automation system using real time sensors
od: Mandal, Dipta, i dr.
Izdano: (2019)

An IoT based smart stick for blind and visually impaired person
od: Sultana, Nigar
Izdano: (2022)

IoT based brain-wave assistive system for paralyzed individuals
od: Monowara, Syeda Maliha, i dr.
Izdano: (2021)

A highly efficient solar powered IoT based irrigation system
od: Khan, Farhan Hasin, i dr.
Izdano: (2023)

Secured Internet of Things (IoT) Model using Blockchain
od: Khan, Abdul Muneem, i dr.
Izdano: (2021)

IoT based real-time synchronized clock
od: Haq, Mohammad Moinul, i dr.
Izdano: (2018)

Advance waterway transport system based on Internet of Things (IoT)
od: Miah, MD Imtiaj, i dr.
Izdano: (2024)

Botnet detection In IoT devices using machine learning
od: Rouf, Shakir, i dr.
Izdano: (2020)

IoT smart meter for electricity consumers
od: Wali-ur- Rahman, Md., i dr.
Izdano: (2019)

IoT based intelligent wireless substation monitoring and controlling system
od: Khan, Serajul Islam, i dr.
Izdano: (2024)

Internet of Things (IoT) based air quality index measurement system for Dhaka city
od: Aurangajeb, Raoha, i dr.
Izdano: (2022)

IoT based automated entry system with integration of Covid-19 symptom detection
od: Ruhin, Rubaiyat Alam, i dr.
Izdano: (2024)

Cloud based smart parking system using IoT technology
od: Rahman, Zubydur, i dr.
Izdano: (2018)

Predictive maintenance of HVAC system using supervised machine learning algorithms
od: Fahim, Md. Zubayer Ahmed, i dr.
Izdano: (2021)

IoT based health monitoring system for elderly people
od: Mubin, Mohammed Fathe, i dr.
Izdano: (2017)

Fog based service oriented IOT infrastructure
od: Heya, Tasnia Ashrafi, i dr.
Izdano: (2017)

Short term load forecasting based on Internet of Things (IoT)
od: Uz Zaman, Mahdi, i dr.
Izdano: (2018)

Home Automation System Based on IoT
od: Islam, Asraful, i dr.
Izdano: (2023)

Data security model using deep learning and edge computing for Internet of Things (IoT) in smart city
od: Aziz, Md. Yasin, i dr.
Izdano: (2021)

Farm automation system with IoT application
od: Hasan, Mahmudul, i dr.
Izdano: (2018)

Automatic control of home appliances based on SCADA and IoT system
od: Ahmed, Riffat, i dr.
Izdano: (2022)

Analyzing security threats and mitigation techniques for fog computing in IoT-enabled smart cities
od: Emon, Sheikh Sadi, i dr.
Izdano: (2024)

Green IoT based plant growth monitoring system
od: Kamruzzaman, Syed Md., i dr.
Izdano: (2019)

Cow health monitoring and disease detection
od: Ahmed, Safayet, i dr.
Izdano: (2023)

Automated street light controlling prototype system with server control
od: Islam, Tajwarul, i dr.
Izdano: (2021)

Real time environmental parameter analysis using IOT based platform
od: Redwan, Md. Azharduddin, i dr.
Izdano: (2021)

Implementation of IoT based smart classroom: Room occupancy estimation, automatic seat allocation and environment monitoring
od: Hassan, Rakin, i dr.
Izdano: (2021)

IoT based patent monitoring system
od: Hoque, Israt Jarin, i dr.
Izdano: (2018)

IoT based smart home automation and energy management
od: Saha, Subroto, i dr.
Izdano: (2019)

IOT based COVID-19 assistant robot
od: Khan, Shoeb Shahrear, i dr.
Izdano: (2024)