Water quality monitoring using machine learning and Internet Of Things (IoT)

Water quality monitoring using machine learning and Internet Of Things (IoT)

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

Manylion Llyfryddiaeth
Prif Awduron:	Rahman, Naveed, Nir, Riaz Uddin Ahmed, Tithi, Saila Hasan, Shupti, Baishakhi Rani Das
Awduron Eraill:	Mohsin, Abu S.M.
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Water quality monitoring(WQM) Water pollution pH TDS Turbidity Machine learning and future prediction Machine learning Internet of things
Mynediad Ar-lein:	http://hdl.handle.net/10361/14935

Eitemau Tebyg

Smart measurement of water quality parameters and monitoring fish health
gan: Talukder, Ali Ahmed Rezvee, et al.
Cyhoeddwyd: (2021)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
gan: Tasnim, Anika, et al.
Cyhoeddwyd: (2022)

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

Bio-sorption studies of chromium (VI) ions with modified chicken feathers
gan: Shaima, Nabila Afrin
Cyhoeddwyd: (2022)

Botnet detection In IoT devices using machine learning
gan: Rouf, Shakir, et al.
Cyhoeddwyd: (2020)

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

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

An effective real-time flood disaster management with automated GSM warning system
gan: Faruk, Omar, et al.
Cyhoeddwyd: (2024)

IoT based automated entry system with integration of Covid-19 symptom detection
gan: Ruhin, Rubaiyat Alam, et al.
Cyhoeddwyd: (2024)

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

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
gan: Alhossen, Md., et al.
Cyhoeddwyd: (2021)

IoT based air components collection for machine learning reinforcement
gan: Islam, Tanjima, et al.
Cyhoeddwyd: (2024)

Anomaly detection In IoT using machine learning algorithms
gan: Arko, Aritro Roy, et al.
Cyhoeddwyd: (2019)

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

Explainable artificial intelligence and model calibration for water quality prediction
gan: Hellen, Nakayiza
Cyhoeddwyd: (2022)

Investigation assistant with suspect anticipating intelligence
gan: Abdullah, Saqueeb, et al.
Cyhoeddwyd: (2019)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
gan: Amin, M.M. Shahriar, et al.
Cyhoeddwyd: (2021)

Health monitoring IoT device with risk prediction using cloud computing and machine learning
gan: Das, Anindya, et al.
Cyhoeddwyd: (2021)

Identification of multi drug resistant bacteria from local fresh juice and industrially processed juice
gan: Abanti, Rifah Tasnia, et al.
Cyhoeddwyd: (2023)

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
gan: Habib, Adria Binte
Cyhoeddwyd: (2021)

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, et al.
Cyhoeddwyd: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
gan: Islam, Zahedul, et al.
Cyhoeddwyd: (2023)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
gan: Islam, Roman, et al.
Cyhoeddwyd: (2024)

Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
gan: Alam, Md. Iftekharul, et al.
Cyhoeddwyd: (2024)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
gan: Al Amin, Istiak, et al.
Cyhoeddwyd: (2022)

A classification and prediction based approach for real-time ETP outlet monitoring through E-IoT and remote sensing using machine learning and deep learning
gan: Hossain, Md. Mehedi, et al.
Cyhoeddwyd: (2021)

N.P.K. based crop suggesting model
gan: Iftekher, Asif, et al.
Cyhoeddwyd: (2020)

Application of CNN based architectures in detection of distracted drivers
gan: Arafin, Irfana, et al.
Cyhoeddwyd: (2023)

Exploration of yeast candida zeylonoides with special references to probiotic activity isolated from mozzarella cheese
gan: Shamshad, Ritwika
Cyhoeddwyd: (2021)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
gan: Hasan, Anita, et al.
Cyhoeddwyd: (2022)

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
gan: Ahmed, Md. Sabbir, et al.
Cyhoeddwyd: (2021)

Machine learning based data processing and latency reduction in the internet of things for agriculture
gan: Rahman, Sajeed Ur, et al.
Cyhoeddwyd: (2019)

A study on coastal water pollution of Bangladesh in the Bay of Bengal
gan: Rahman, Mohammad Mizanur
Cyhoeddwyd: (2010)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
gan: Maliha, Miftahul Zannat, et al.
Cyhoeddwyd: (2023)

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

Share market forecasting with LSTM neural network and sentimental trend prediction
gan: Rony, Ismail Hossain, et al.
Cyhoeddwyd: (2020)

Heart disease prediction using machine learning algorithms
gan: Ali, Musfiq, et al.
Cyhoeddwyd: (2019)

Enhancing underwater object detection through water artifact removal and using ensemble transfer learning
gan: Saikat, Nayem Hossain, et al.
Cyhoeddwyd: (2024)

Machine learning for stress prediction
gan: Salehin, Sherajus, et al.
Cyhoeddwyd: (2023)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
gan: Shawan, Naveed Rahman, et al.
Cyhoeddwyd: (2019)