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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Fahim, Md. Zubayer Ahmed, Roy, Tiash, Rakib, Mma, Sharar, Shihab
Άλλοι συγγραφείς:	Chakrabarty, Amitabha
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2021
Θέματα:	HVAC system Fault Predictive maintenance Machine learning Computer algorithms
Διαθέσιμο Online:	http://hdl.handle.net/10361/15679

Παρόμοια τεκμήρια

Fault detection and predictive maintenance in IoT-based building management system using machine learning
ανά: Sabuj, Khaja Sheikh Imran, κ.ά.
Έκδοση: (2022)

HVAC drawings
ανά: Electro-Mechanical Control Services (EMCS)
Έκδοση: (2023)

HVAC drawings - ventilation
ανά: Electro-Mechanical Control Services (EMCS)
Έκδοση: (2023)

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

Delay in completion of HVAC work at BRACU NCP
ανά: Brac University
Έκδοση: (2023)

Prediction of coronary heart diseases using supervised machine learning algorithms
ανά: Salam, Nazia Binte, κ.ά.
Έκδοση: (2023)

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

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

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

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

Fault detection in waste water treatment plant using statistical analysis & machine learning
ανά: Haque, Md. Ezazul, κ.ά.
Έκδοση: (2019)

Maintenance architecture /
ανά: Sample, Hilary
Έκδοση: (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.
ανά: Brac University
Έκδοση: (2023)

Accuracy of data analysis on university student's major subject and job sector prediction using KNN and decision tree algorithm
ανά: Ahmed, Istear, κ.ά.
Έκδοση: (2023)

Crowed source based traffic analysis using machine learning algorithm
ανά: Orthy, Marzia Khan, κ.ά.
Έκδοση: (2017)

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

Machine learning as an indicator for breast cancer prediction
ανά: Shadman, Tahsin Mohammed, κ.ά.
Έκδοση: (2019)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
ανά: Hasan, Moenul, κ.ά.
Έκδοση: (2021)

Squad selection for cricket team using machine learning algorithms
ανά: Malek, Meraj-Bin-, κ.ά.
Έκδοση: (2019)

Fault analysis in solar photovoltaic arrays
ανά: Nunneh, Bill N.
Έκδοση: (2023)

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

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

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

A counseling system to predict the study path for freshmen
ανά: Usha, Rowshni Tasneem, κ.ά.
Έκδοση: (2019)

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
ανά: Hossain, Ashraful, κ.ά.
Έκδοση: (2024)

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

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
ανά: Farabe, Abdullah Al, κ.ά.
Έκδοση: (2021)

Flight fare prediction using machine learning
ανά: Noyon, Md. Shaim Hosan, κ.ά.
Έκδοση: (2024)

Algorithms /
ανά: Dasgupta, Sanjoy
Έκδοση: (2008)

Machine learning for stress prediction
ανά: Salehin, Sherajus, κ.ά.
Έκδοση: (2023)

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

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
ανά: Hasan, Raad, κ.ά.
Έκδοση: (2021)

A machine learning approach to predicting and mitigating traffic congestion
ανά: Faisal, Abu Fatah Mohammed, κ.ά.
Έκδοση: (2024)

Analysis of quantum algorithms
ανά: Farastu, Paresha, κ.ά.
Έκδοση: (2018)

Design and analysis of algorithms /
ανά: Dave, Parag H
Έκδοση: (2008)

Movie recommendation using link prediction
ανά: Dhrubo, Md Alif-uz-zaman, κ.ά.
Έκδοση: (2023)

Predicting climate induced floods using machine learning
ανά: Saleh, Chowdhury Nafis, κ.ά.
Έκδοση: (2022)

Analysis of malware prediction based on infection rate using machine learning techniques
ανά: Zawad, Safir, κ.ά.
Έκδοση: (2020)

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

Fundamentals of algorithmics /
ανά: Brassard, Gilles, 1955-
Έκδοση: (1996)