TY - GEN
T1 - INDUSTRY 4.0
T2 - 2019 International Annual Conference of the American Society for Engineering Management and 40th Meeting Celebration: A Systems Approach to Engineering Management Solutions, ASEM 2019
AU - Alabi, Michael
AU - Telukdarie, Arnesh
AU - Rensburg, Nickey Jansen Van
N1 - Publisher Copyright:
© American Society for Engineering Management, 2019.
PY - 2019
Y1 - 2019
N2 - Most water service providers are increasingly utilizing capacities of Internet of Things and Big Data for leakage detection, water metering, planning, monitoring and distribution. The era of Industry 4.0 has brought about different innovative solutions across various industrial sectors. Internet of Things (IoT) provides new solutions to the water industry, improving water management, and reducing operational expenses as relating to water infrastructure maintenance. A challenge in the water industry is the ability to turn the available data into insightful information, permitting effective decision making. This paper aims to answer two research questions that is "what are the innovative solutions that Big Data (BD) and Internet of Things offer the water industry" and "Is the Artificial Intelligence Hierarchy of Needs (AIHN) applicable to the water industry?". This paper reviews innovative solutions in the water industry from an Industry 4.0 perspective, with a close look at the BD and IoT. The paper identifies the key benefits of IoT-based technologies and how these technologies have started empowering the water industry, especially, in the development of smart water management system. This paper presents the AIHN and its application to the water industry, including data-science best practices. The paper further identifies the current challenges of BD and IoT and in conclusion, proposes a simple semantic innovative solution that illustrates how different sensors and BD, IoT and cloud technologies can assist the water industry to detect water leaks and pump issues at real-time via instant information to both in-house and field water engineers/personnel.
AB - Most water service providers are increasingly utilizing capacities of Internet of Things and Big Data for leakage detection, water metering, planning, monitoring and distribution. The era of Industry 4.0 has brought about different innovative solutions across various industrial sectors. Internet of Things (IoT) provides new solutions to the water industry, improving water management, and reducing operational expenses as relating to water infrastructure maintenance. A challenge in the water industry is the ability to turn the available data into insightful information, permitting effective decision making. This paper aims to answer two research questions that is "what are the innovative solutions that Big Data (BD) and Internet of Things offer the water industry" and "Is the Artificial Intelligence Hierarchy of Needs (AIHN) applicable to the water industry?". This paper reviews innovative solutions in the water industry from an Industry 4.0 perspective, with a close look at the BD and IoT. The paper identifies the key benefits of IoT-based technologies and how these technologies have started empowering the water industry, especially, in the development of smart water management system. This paper presents the AIHN and its application to the water industry, including data-science best practices. The paper further identifies the current challenges of BD and IoT and in conclusion, proposes a simple semantic innovative solution that illustrates how different sensors and BD, IoT and cloud technologies can assist the water industry to detect water leaks and pump issues at real-time via instant information to both in-house and field water engineers/personnel.
KW - Big data and analytics and ai hierarchy of needs
KW - Industry 4.0
KW - Innovative solutions
KW - Water digitalization
UR - http://www.scopus.com/inward/record.url?scp=85086287105&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85086287105
T3 - 2019 International Annual Conference Proceedings of the American Society for Engineering Management and 40th Meeting Celebration: A Systems Approach to Engineering Management Solutions, ASEM 2019
BT - 2019 International Annual Conference Proceedings of the American Society for Engineering Management and 40th Meeting Celebration
A2 - Schott, E.
A2 - Keathley, H.
A2 - Krejci, C.
PB - American Society for Engineering Management
Y2 - 23 October 2019 through 26 October 2019
ER -