Predictive maintenance of HVAC system using supervised machine learning algorithms

Predictive maintenance of HVAC system using supervised machine learning algorithms

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Bibliografiske detaljer
Main Authors:	Fahim, Md. Zubayer Ahmed, Roy, Tiash, Rakib, Mma, Sharar, Shihab
Andre forfattere:	Chakrabarty, Amitabha
Format:	Thesis
Sprog:	English
Udgivet:	Brac University 2021
Fag:	HVAC system Fault Predictive maintenance Machine learning Computer algorithms
Online adgang:	http://hdl.handle.net/10361/15679

Lignende værker

Fault detection and predictive maintenance in IoT-based building management system using machine learning
af: Sabuj, Khaja Sheikh Imran, et al.
Udgivet: (2022)

HVAC drawings
af: Electro-Mechanical Control Services (EMCS)
Udgivet: (2023)

HVAC drawings - ventilation
af: Electro-Mechanical Control Services (EMCS)
Udgivet: (2023)

HVAC drawing of BRAC University New Campus Project for RAJUK
af: BUCG-ABC Joint Venture (BUCG-ABC JV)
Udgivet: (2024)

Delay in completion of HVAC work at BRACU NCP
af: Brac University
Udgivet: (2023)

Prediction of coronary heart diseases using supervised machine learning algorithms
af: Salam, Nazia Binte, et al.
Udgivet: (2023)

Instruction to start the work of HVAC at BRACU new campus project
af: Brac University
Udgivet: (2023)

Regarding proforma invoice amounts and negotiated amount of HVAC works
af: Brac University
Udgivet: (2023)

Instruction to start the work at BRACU new campus project (HVAC)
af: Brac University
Udgivet: (2023)

Formats to be used for material, work inspection, testing and reporting for the HVAC works
af: Brac University
Udgivet: (2023)

Fault detection in waste water treatment plant using statistical analysis & machine learning
af: Haque, Md. Ezazul, et al.
Udgivet: (2019)

Maintenance architecture /
af: Sample, Hilary
Udgivet: (2016)

Purchase order for supply of electrical cables for HVAC work for BRACU new campus building at holding no. Kha 224, Merul Badda, Dhaka-1212.
af: Brac University
Udgivet: (2023)

Accuracy of data analysis on university student's major subject and job sector prediction using KNN and decision tree algorithm
af: Ahmed, Istear, et al.
Udgivet: (2023)

Crowed source based traffic analysis using machine learning algorithm
af: Orthy, Marzia Khan, et al.
Udgivet: (2017)

Design status evaluation for HVAC, plumbing and electricity of BRAC University new campus project
af: BUCG
Udgivet: (2023)

Machine learning as an indicator for breast cancer prediction
af: Shadman, Tahsin Mohammed, et al.
Udgivet: (2019)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
af: Hasan, Moenul, et al.
Udgivet: (2021)

Squad selection for cricket team using machine learning algorithms
af: Malek, Meraj-Bin-, et al.
Udgivet: (2019)

Fault analysis in solar photovoltaic arrays
af: Nunneh, Bill N.
Udgivet: (2023)

Performance-Based Maintenance Contract (PBMC) under Second Bangladesh Rural Transport Improvement Project (RTIP-II): lessons learned and way forward
af: Siddique, Sajjad Bin
Udgivet: (2017)

Effective Operations and Maintenance (O&M) practices of vehicles: a case study on LGED
af: Islam, S.M. Monirul
Udgivet: (2016)

Critical analysis of autonomous maintenance deployment at British American Tobacco Bangladesh
af: Hasnath, Sajida
Udgivet: (2018)

A counseling system to predict the study path for freshmen
af: Usha, Rowshni Tasneem, et al.
Udgivet: (2019)

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
af: Hossain, Ashraful, et al.
Udgivet: (2024)

Radar for technicians : installation, maintenance, and repair /
af: Gould, Frederick L.
Udgivet: (1995)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
af: Farabe, Abdullah Al, et al.
Udgivet: (2021)

Flight fare prediction using machine learning
af: Noyon, Md. Shaim Hosan, et al.
Udgivet: (2024)

Algorithms /
af: Dasgupta, Sanjoy
Udgivet: (2008)

Machine learning for stress prediction
af: Salehin, Sherajus, et al.
Udgivet: (2023)

Repairing & maintaining yard equipment & power tools /
af: Schultz, Mort J.
Udgivet: (1994)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
af: Hasan, Raad, et al.
Udgivet: (2021)

A machine learning approach to predicting and mitigating traffic congestion
af: Faisal, Abu Fatah Mohammed, et al.
Udgivet: (2024)

Analysis of quantum algorithms
af: Farastu, Paresha, et al.
Udgivet: (2018)

Design and analysis of algorithms /
af: Dave, Parag H
Udgivet: (2008)

Movie recommendation using link prediction
af: Dhrubo, Md Alif-uz-zaman, et al.
Udgivet: (2023)

Predicting climate induced floods using machine learning
af: Saleh, Chowdhury Nafis, et al.
Udgivet: (2022)

Analysis of malware prediction based on infection rate using machine learning techniques
af: Zawad, Safir, et al.
Udgivet: (2020)

Genetic algorithms in search, optimization, and machine learning /
af: Goldberg, David E. (David Edward), 1953-
Udgivet: (1989)

Fundamentals of algorithmics /
af: Brassard, Gilles, 1955-
Udgivet: (1996)