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.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Fahim, Md. Zubayer Ahmed, Roy, Tiash, Rakib, Mma, Sharar, Shihab
مؤلفون آخرون:	Chakrabarty, Amitabha
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2021
الموضوعات:	HVAC system Fault Predictive maintenance Machine learning Computer algorithms
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/15679

مواد مشابهة

Fault detection and predictive maintenance in IoT-based building management system using machine learning
بواسطة: Sabuj, Khaja Sheikh Imran, وآخرون
منشور في: (2022)

HVAC drawings
بواسطة: Electro-Mechanical Control Services (EMCS)
منشور في: (2023)

HVAC drawings - ventilation
بواسطة: Electro-Mechanical Control Services (EMCS)
منشور في: (2023)

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

Delay in completion of HVAC work at BRACU NCP
بواسطة: Brac University
منشور في: (2023)

Prediction of coronary heart diseases using supervised machine learning algorithms
بواسطة: Salam, Nazia Binte, وآخرون
منشور في: (2023)

Instruction to start the work of HVAC at BRACU new campus project
بواسطة: Brac University
منشور في: (2023)

Regarding proforma invoice amounts and negotiated amount of HVAC works
بواسطة: Brac University
منشور في: (2023)

Instruction to start the work at BRACU new campus project (HVAC)
بواسطة: Brac University
منشور في: (2023)

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

Fault detection in waste water treatment plant using statistical analysis & machine learning
بواسطة: Haque, Md. Ezazul, وآخرون
منشور في: (2019)

Maintenance architecture /
بواسطة: Sample, Hilary
منشور في: (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.
بواسطة: Brac University
منشور في: (2023)

Accuracy of data analysis on university student's major subject and job sector prediction using KNN and decision tree algorithm
بواسطة: Ahmed, Istear, وآخرون
منشور في: (2023)

Crowed source based traffic analysis using machine learning algorithm
بواسطة: Orthy, Marzia Khan, وآخرون
منشور في: (2017)

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

Machine learning as an indicator for breast cancer prediction
بواسطة: Shadman, Tahsin Mohammed, وآخرون
منشور في: (2019)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
بواسطة: Hasan, Moenul, وآخرون
منشور في: (2021)

Squad selection for cricket team using machine learning algorithms
بواسطة: Malek, Meraj-Bin-, وآخرون
منشور في: (2019)

Fault analysis in solar photovoltaic arrays
بواسطة: Nunneh, Bill N.
منشور في: (2023)

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

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

Critical analysis of autonomous maintenance deployment at British American Tobacco Bangladesh
بواسطة: Hasnath, Sajida
منشور في: (2018)

A counseling system to predict the study path for freshmen
بواسطة: Usha, Rowshni Tasneem, وآخرون
منشور في: (2019)

Smart biomedical device to predict lung diseases, COVID-19 and diabetes by using machine learning algorithms
بواسطة: Hossain, Ashraful, وآخرون
منشور في: (2024)

Radar for technicians : installation, maintenance, and repair /
بواسطة: Gould, Frederick L.
منشور في: (1995)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
بواسطة: Farabe, Abdullah Al, وآخرون
منشور في: (2021)

Flight fare prediction using machine learning
بواسطة: Noyon, Md. Shaim Hosan, وآخرون
منشور في: (2024)

Algorithms /
بواسطة: Dasgupta, Sanjoy
منشور في: (2008)

Machine learning for stress prediction
بواسطة: Salehin, Sherajus, وآخرون
منشور في: (2023)

Repairing & maintaining yard equipment & power tools /
بواسطة: Schultz, Mort J.
منشور في: (1994)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
بواسطة: Hasan, Raad, وآخرون
منشور في: (2021)

A machine learning approach to predicting and mitigating traffic congestion
بواسطة: Faisal, Abu Fatah Mohammed, وآخرون
منشور في: (2024)

Analysis of quantum algorithms
بواسطة: Farastu, Paresha, وآخرون
منشور في: (2018)

Design and analysis of algorithms /
بواسطة: Dave, Parag H
منشور في: (2008)

Movie recommendation using link prediction
بواسطة: Dhrubo, Md Alif-uz-zaman, وآخرون
منشور في: (2023)

Predicting climate induced floods using machine learning
بواسطة: Saleh, Chowdhury Nafis, وآخرون
منشور في: (2022)

Analysis of malware prediction based on infection rate using machine learning techniques
بواسطة: Zawad, Safir, وآخرون
منشور في: (2020)

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

Fundamentals of algorithmics /
بواسطة: Brassard, Gilles, 1955-
منشور في: (1996)