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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Rahman, Naveed, Nir, Riaz Uddin Ahmed, Tithi, Saila Hasan, Shupti, Baishakhi Rani Das
Άλλοι συγγραφείς:	Mohsin, Abu S.M.
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2021
Θέματα:	Water quality monitoring(WQM) Water pollution pH TDS Turbidity Machine learning and future prediction Machine learning Internet of things
Διαθέσιμο Online:	http://hdl.handle.net/10361/14935

Παρόμοια τεκμήρια

Smart measurement of water quality parameters and monitoring fish health
ανά: Talukder, Ali Ahmed Rezvee, κ.ά.
Έκδοση: (2021)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
ανά: Tasnim, Anika, κ.ά.
Έκδοση: (2022)

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

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

Botnet detection In IoT devices using machine learning
ανά: Rouf, Shakir, κ.ά.
Έκδοση: (2020)

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

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
ανά: Toufique, S.M, κ.ά.
Έκδοση: (2024)

An effective real-time flood disaster management with automated GSM warning system
ανά: Faruk, Omar, κ.ά.
Έκδοση: (2024)

IoT based automated entry system with integration of Covid-19 symptom detection
ανά: Ruhin, Rubaiyat Alam, κ.ά.
Έκδοση: (2024)

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)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
ανά: Alhossen, Md., κ.ά.
Έκδοση: (2021)

IoT based air components collection for machine learning reinforcement
ανά: Islam, Tanjima, κ.ά.
Έκδοση: (2024)

Anomaly detection In IoT using machine learning algorithms
ανά: Arko, Aritro Roy, κ.ά.
Έκδοση: (2019)

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

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

Investigation assistant with suspect anticipating intelligence
ανά: Abdullah, Saqueeb, κ.ά.
Έκδοση: (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
ανά: Amin, M.M. Shahriar, κ.ά.
Έκδοση: (2021)

Health monitoring IoT device with risk prediction using cloud computing and machine learning
ανά: Das, Anindya, κ.ά.
Έκδοση: (2021)

Identification of multi drug resistant bacteria from local fresh juice and industrially processed juice
ανά: Abanti, Rifah Tasnia, κ.ά.
Έκδοση: (2023)

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

An implementation and analysis of deep learning models for the detection of wheat diseases
ανά: Zubair, Ahmad, κ.ά.
Έκδοση: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
ανά: Islam, Zahedul, κ.ά.
Έκδοση: (2023)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
ανά: Islam, Roman, κ.ά.
Έκδοση: (2024)

Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
ανά: Alam, Md. Iftekharul, κ.ά.
Έκδοση: (2024)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
ανά: Al Amin, Istiak, κ.ά.
Έκδοση: (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
ανά: Hossain, Md. Mehedi, κ.ά.
Έκδοση: (2021)

N.P.K. based crop suggesting model
ανά: Iftekher, Asif, κ.ά.
Έκδοση: (2020)

Application of CNN based architectures in detection of distracted drivers
ανά: Arafin, Irfana, κ.ά.
Έκδοση: (2023)

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

Emotion analysis using machine learning model and deep learning model on DEAP dataset
ανά: Hasan, Anita, κ.ά.
Έκδοση: (2022)

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
ανά: Ahmed, Md. Sabbir, κ.ά.
Έκδοση: (2021)

Machine learning based data processing and latency reduction in the internet of things for agriculture
ανά: Rahman, Sajeed Ur, κ.ά.
Έκδοση: (2019)

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

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
ανά: Maliha, Miftahul Zannat, κ.ά.
Έκδοση: (2023)

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

Share market forecasting with LSTM neural network and sentimental trend prediction
ανά: Rony, Ismail Hossain, κ.ά.
Έκδοση: (2020)

Heart disease prediction using machine learning algorithms
ανά: Ali, Musfiq, κ.ά.
Έκδοση: (2019)

Enhancing underwater object detection through water artifact removal and using ensemble transfer learning
ανά: Saikat, Nayem Hossain, κ.ά.
Έκδοση: (2024)

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

Chronic kidney disease detection using ensemble classi ers and feature set reduction
ανά: Shawan, Naveed Rahman, κ.ά.
Έκδοση: (2019)