A classification and prediction based approach for real-time ETP outlet monitoring through E-IoT and remote sensing using machine learning and deep learning

A classification and prediction based approach for real-time ETP outlet monitoring through E-IoT and remote sensing using machine learning and deep learning

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

Manylion Llyfryddiaeth
Prif Awduron:	Hossain, Md. Mehedi, Mridha, Md. Jahid Hasan, Imran, Sazid Md., Wahid, SK Ayub Al
Awduron Eraill:	Alam Md. Golam Rabiul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Effluent Treatment Plants (ETP) E-IoT Water monitoring Video classification Water Quality Index (WQI) RGB color analysis Machine Learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/15736

Eitemau Tebyg

Comparative exploration of ETP water of pharmaceutical companies in Bangladesh
gan: Ara, Roushon
Cyhoeddwyd: (2018)

Basketball player identification by jersey and number recognition
gan: Ahammed, Zubaer
Cyhoeddwyd: (2019)

Geogenic arsenic and Microbial contamination in drinking water sources: Exposure risks to the coastal population in Bangladesh
gan: Saha, Ratnajit, et al.
Cyhoeddwyd: (2022)

Isolation, characterization, identification and antimicrobial susceptibility testing of bacteria associated with pharmaceutical waste water treatment
gan: Sharfin, Shah
Cyhoeddwyd: (2018)

Isolation and characterization of carcinogenic chromium reducing bacillus pumilus from tannery effluent of Hazaribag area
gan: Ferdushi, Mahia
Cyhoeddwyd: (2018)

Water quality monitoring using machine learning and Internet Of Things (IoT)
gan: Rahman, Naveed, et al.
Cyhoeddwyd: (2021)

Study of the microbiological status of mineral drinking water of Dhaka city
gan: Yesmin, Faria
Cyhoeddwyd: (2016)

Last oasis : facing water scarcity /
gan: Postel, Sandra

Context specific safe water supply technologies for vulnerable climatic and geomorphologic areas of Bangladesh
gan: Zahid, Anwar, et al.
Cyhoeddwyd: (2017)

Smart water quality monitoring and purification system development for domestic application
gan: Hossain, Md Thamid, et al.
Cyhoeddwyd: (2024)

Degradation of dyes used in textile Industries by bacteria isolated from local textile effluents
gan: Sultana, Banjir
Cyhoeddwyd: (2018)

Sharing Ganges water : Indo-Bangladesh treaties and international law /
gan: Islam, Md. Nazrul
Cyhoeddwyd: (2023)

Automatic measurement of rail line expansion joint gaps
gan: Islam, Samiul, et al.
Cyhoeddwyd: (2017)

An analytical assessment of GPL kit for field level detection of arsenic in water
gan: Hossain, Md. Zabed
Cyhoeddwyd: (2020)

Talking to learn : improving teaching and learning in small groups /
gan: Abercrombie, M. L. J. (Minnie Louie Johnson), 1909-1984
Cyhoeddwyd: (1978)

Water and architecture /
gan: Moore, Charles Willard, 1925-1993
Cyhoeddwyd: (1994)

WASH programme of BRAC: an empirical study of Dhamrai upazila
gan: Mollah, Mohammad Masudur Rahman
Cyhoeddwyd: (2014)

Are the lakes and rivers in Dhaka city safe for recreational water activities?
gan: Nini, Urmi Nishat
Cyhoeddwyd: (2018)

A Survey on Fecal Coliform Count and Total coliform count using filter drinking water samples collected from tea-stalls and roadside restaurants of Mohakhali, Dhaka
gan: Mou, Ummay Moriom
Cyhoeddwyd: (2021)

Naga : cultural origins in Siam and the West Pacific /
gan: Sumet Chumsai Na `Aytthaya, 1939-
Cyhoeddwyd: (1997)

Strategic adaptation towards water crisis / edited by Ken'ichi Nakagami ... [et al.]..
Cyhoeddwyd: (2014)

BRAC/DPHE/UNICEF collaboration on community-based Arsenic response
gan: Jakariya, Md., et al.
Cyhoeddwyd: (2020)

Integrated water resources management : perspectives from Bangladesh and the Netherlands /
Cyhoeddwyd: (2001)

Assessment of present procurement process of private owned rural piped water supply implemented by Department of Public Health Engineering (DPHE) based on key performance indicators (KPI)
gan: Akhter, Firoza
Cyhoeddwyd: (2018)

Explaining low rates of sustained use of siphon water filter: evidence from follow-up of a randomised controlled trial in Bangladesh
gan: Najnin, Nusrat, et al.
Cyhoeddwyd: (2017)

Water : asia's new battleground /
gan: Chellaney, Brahma
Cyhoeddwyd: (2011)

Occurrence, distribution and time-trend of arsenic in ground water of Jhikorgachha, Jessore, Bangladesh
gan: Jakariya, Md., et al.
Cyhoeddwyd: (2019)

Designing and performance evaluation of a solar water pumping system
gan: Haque, Aynus Tazwar
Cyhoeddwyd: (2018)

Valuation of the benefits of improving drinking water quality for households in Dhaka
gan: Khushboo, Tazia Rahman
Cyhoeddwyd: (2023)

Water scarcity in coastal Bangladesh: Search for arsenic-safe aquifer with geostatistics
gan: Hassan, M. Manzurul, et al.
Cyhoeddwyd: (2024)

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

A survey to access household water quality at Narayanganj industrial zone
gan: Goutam, Akash
Cyhoeddwyd: (2018)

The water manifesto : arguments for a world water contract /
gan: Petrella, Riccardo
Cyhoeddwyd: (2001)

Isolation and characterization of carcinogenic chromium reducing staphylococcus sciuri from tannery effluent of Hazaribag area
gan: Hira, Tanjina Afrin
Cyhoeddwyd: (2018)

The isolation and characterization of bacteria exhibiting deinking activity from regions in Sylhet
gan: Alam, Afia Salsabil, et al.
Cyhoeddwyd: (2023)

Pureit waterpreneurs: agent selling model
gan: Ahnaf, Khan Mohammad
Cyhoeddwyd: (2018)

Sharing the Ganges : the politics and technology of river development /
gan: Crow, Ben
Cyhoeddwyd: (1997)

আন্তর্জাতিক নদী-আইন ও বাংলাদেশ-ভারত পানিবিরোধ /
gan: এলাহী, শেখ ফজলে

A survey study on water quality of different household in the industrial area of Mymensingh and Gazipur
gan: Hasan, Md. Abid
Cyhoeddwyd: (2021)

Propelling participation /
gan: Ayub Ali, Md
Cyhoeddwyd: (2000)