IoT Innovations in Sustainable Water and Wastewater Management and Water Quality Monitoring: A Comprehensive Review of Advancements, Implications, and Future Directions
被引:7
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Alshami, Ahmad
[1
]
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Ali, Eslam
[2
,3
]
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Elsayed, Moustafa
[4
]
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Eltoukhy, Abdelrahman E. E.
[5
]
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Zayed, Tarek
[2
]
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[1] Florida State Univ, FAMU FSU Coll Engn, Dept Civil & Environm Engn, Tallahassee, FL 32310 USA
[2] Hong Kong Polytech Univ, Dept Bldg & Real Estate BRE, Hong Kong, Peoples R China
[3] Cairo Univ, Fac Engn, Sch Geomat, Civil Engn Dept, Giza 12613, Egypt
[5] Khalifa Univ, Management Sci & Engn Dept, Abu Dhabi, U Arab Emirates
来源:
IEEE ACCESS
|
2024年
/
12卷
关键词:
Wastewater;
Reviews;
Internet of Things;
Water resources;
Sensors;
Monitoring;
Water conservation;
IoT;
monitoring systems;
water management;
wastewater management;
water quality;
real-time;
flow sensors;
level sensors;
wireless sensors;
SYSTEM;
CHALLENGES;
RESILIENT;
INTERNET;
NETWORK;
THINGS;
CITY;
D O I:
10.1109/ACCESS.2024.3392573
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
This comprehensive review explores IoT innovations in water, wastewater management, and water quality monitoring, emphasizing the transformative potential of these technologies. Combining sociometric and systematic review (SR) techniques, the study analyzes scientometric trends and co-occurrence networks linked to review topics. Research primarily centers on these aspects, averaging 15 articles annually since 2017, peaking at 24 in 2021. The SR unveils the widespread use of multiple sensors in monitoring, particularly water level, flow, and pH sensors. Common wireless technologies are emphasized for their role in advancing real-time monitoring. Innovative protocols such as Sigfox and Zigbee enhance sensor-IoT connectivity, improving communication in infrastructure management. Common challenges hindering system efficiency and data flow include sensor accuracy, energy optimization, communication reliability, interdisciplinary collaboration, and sensor coverage. Addressing these gaps is crucial for advancing IoT-driven water systems and enhancing decision-making. This study guides IoT practitioners in integrating automation and sustainability in water and wastewater management.
机构:
Univ Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
Ng, Law Yong
Ng, Ching Yin
论文数: 0引用数: 0
h-index: 0
机构:
UCSI Univ Kuala Lumpur Campus, Fac Engn Technol & Built Environm, Dept Chem & Petr Engn, South Wing,1 Jalan Menara Gading, Kuala Lumpur 56000, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
Ng, Ching Yin
Mahmoudi, Ebrahim
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, Fac Engn & Built Environm, Dept Chem & Proc Engn, Bangi 43600, Selangor Darul, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
Mahmoudi, Ebrahim
Ong, Chin Boon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, Fac Engn & Built Environm, Dept Chem & Proc Engn, Bangi 43600, Selangor Darul, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
Ong, Chin Boon
Mohammad, Abdul Wahab
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, Fac Engn & Built Environm, Dept Chem & Proc Engn, Bangi 43600, Selangor Darul, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
机构:
Department of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, JoteDepartment of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, Jote
Shanvendra Rai
Dhanasree S. Poduval
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, JoteDepartment of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, Jote
Dhanasree S. Poduval
Utkarsh Anand
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, JoteDepartment of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, Jote
Utkarsh Anand
Vishnu Verma
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, JoteDepartment of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, Jote
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Syafrudin, Syafrudin
Sarminingsih, Anik
论文数: 0引用数: 0
h-index: 0
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Sarminingsih, Anik
Juliani, Henny
论文数: 0引用数: 0
h-index: 0
机构:
Diponegoro Univ, Fac Law, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Juliani, Henny
Budihardjo, Mochamad Arief
论文数: 0引用数: 0
h-index: 0
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Budihardjo, Mochamad Arief
Sani, Muhammad Thariq
论文数: 0引用数: 0
h-index: 0
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Sani, Muhammad Thariq
Wati, Hessy Rahma
论文数: 0引用数: 0
h-index: 0
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Environm Sustainabil Res Grp, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
机构:
Vel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, IndiaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Manoj, M.
Kumar, V. Dhilip
论文数: 0引用数: 0
h-index: 0
机构:
Vel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, IndiaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Kumar, V. Dhilip
Arif, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lahore, Dept Comp Sci & Informat Technol, Lahore 54590, PakistanVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Arif, Muhammad
Bulai, Elena-Raluca
论文数: 0引用数: 0
h-index: 0
机构:
Stefan Cel Mare Univ, Fac Med & Biol Sci, Suceava 720229, RomaniaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Bulai, Elena-Raluca
Bulai, Petru
论文数: 0引用数: 0
h-index: 0
机构:
Stefan Cel Mare Univ, Fac Mech Engn Automot & Robot, Suceava 720229, RomaniaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Bulai, Petru
Geman, Oana
论文数: 0引用数: 0
h-index: 0
机构:
Stefan Cel Mare Univ Suceava, Fac Elect Engn & Comp Sci, Suceava 720229, RomaniaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
机构:
Univ Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
Ng, Law Yong
Ng, Ching Yin
论文数: 0引用数: 0
h-index: 0
机构:
UCSI Univ Kuala Lumpur Campus, Fac Engn Technol & Built Environm, Dept Chem & Petr Engn, South Wing,1 Jalan Menara Gading, Kuala Lumpur 56000, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
Ng, Ching Yin
Mahmoudi, Ebrahim
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, Fac Engn & Built Environm, Dept Chem & Proc Engn, Bangi 43600, Selangor Darul, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
Mahmoudi, Ebrahim
Ong, Chin Boon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, Fac Engn & Built Environm, Dept Chem & Proc Engn, Bangi 43600, Selangor Darul, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
Ong, Chin Boon
Mohammad, Abdul Wahab
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, Fac Engn & Built Environm, Dept Chem & Proc Engn, Bangi 43600, Selangor Darul, MalaysiaUniv Tunku Abdul Rahman, Lee Kong Chian Fac Engn & Sci, Dept Chem Engn, Jalan Sungai Long, Kajang 43000, Selangor, Malaysia
机构:
Department of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, JoteDepartment of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, Jote
Shanvendra Rai
Dhanasree S. Poduval
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, JoteDepartment of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, Jote
Dhanasree S. Poduval
Utkarsh Anand
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, JoteDepartment of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, Jote
Utkarsh Anand
Vishnu Verma
论文数: 0引用数: 0
h-index: 0
机构:
Department of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, JoteDepartment of Computer Science & Engineering, National Institute of Technology Arunachal Pradesh, Itanagar, Papumpare, Arunachal Pradesh, Jote
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Syafrudin, Syafrudin
Sarminingsih, Anik
论文数: 0引用数: 0
h-index: 0
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Sarminingsih, Anik
Juliani, Henny
论文数: 0引用数: 0
h-index: 0
机构:
Diponegoro Univ, Fac Law, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Juliani, Henny
Budihardjo, Mochamad Arief
论文数: 0引用数: 0
h-index: 0
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Budihardjo, Mochamad Arief
Sani, Muhammad Thariq
论文数: 0引用数: 0
h-index: 0
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
Sani, Muhammad Thariq
Wati, Hessy Rahma
论文数: 0引用数: 0
h-index: 0
机构:
Univ Diponegoro, Fac Engn, Dept Environm Engn, Environm Sustainabil Res Grp, Semarang, IndonesiaUniv Diponegoro, Fac Engn, Dept Environm Engn, Jl Prof H Sudarto, Semarang, Indonesia
机构:
Vel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, IndiaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Manoj, M.
Kumar, V. Dhilip
论文数: 0引用数: 0
h-index: 0
机构:
Vel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, IndiaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Kumar, V. Dhilip
Arif, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lahore, Dept Comp Sci & Informat Technol, Lahore 54590, PakistanVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Arif, Muhammad
Bulai, Elena-Raluca
论文数: 0引用数: 0
h-index: 0
机构:
Stefan Cel Mare Univ, Fac Med & Biol Sci, Suceava 720229, RomaniaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Bulai, Elena-Raluca
Bulai, Petru
论文数: 0引用数: 0
h-index: 0
机构:
Stefan Cel Mare Univ, Fac Mech Engn Automot & Robot, Suceava 720229, RomaniaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India
Bulai, Petru
Geman, Oana
论文数: 0引用数: 0
h-index: 0
机构:
Stefan Cel Mare Univ Suceava, Fac Elect Engn & Comp Sci, Suceava 720229, RomaniaVel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Chennai 600062, Tamil Nadu, India