Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time

S Ayvaz, K Alpay - Expert Systems with Applications, 2021 - Elsevier
In this study, a data driven predictive maintenance system was developed for production
lines in manufacturing. By utilizing the data generated from IoT sensors in real-time, the …

A secure publish/subscribe protocol for internet of things

L Malina, G Srivastava, P Dzurenda, J Hajny… - Proceedings of the 14th …, 2019 - dl.acm.org
The basic concept behind the emergence of Internet of Things (IoT) is to connect as many
objects to the Internet as possible in an attempt to make our lives better in some way …

Mqtt-g: A publish/subscribe protocol with geolocation

R Bryce, T Shaw, G Srivastava - 2018 41st international …, 2018 - ieeexplore.ieee.org
Message Queue Transport Telemetry or MQTT is an open source publisher/subscriber
standard for M2M (Machine to Machine) communication. This makes it highly suitable for …

Risk and Mitigation of Nondeterminism in Distributed Cyber-Physical Systems

S Bateni, M Lohstroh, HS Wong, H Kim, S Lin… - Proceedings of the 21st …, 2023 - dl.acm.org
Asynchronous frameworks for distributed embedded systems, like ROS and MQTT, are
increasingly used in safety-critical applications such as autonomous driving, where the cost …

Xronos: Predictable coordination for safety-critical distributed embedded systems

S Bateni, M Lohstroh, HS Wong, R Tabish… - arXiv preprint arXiv …, 2022 - arxiv.org
Asynchronous frameworks for distributed embedded systems, like ROS and MQTT, are
increasingly used in safety-critical applications such as autonomous driving, where the cost …

Reliable middleware for wireless sensor-actuator networks

AA Al-Roubaiey, TR Sheltami, ASH Mahmoud… - IEEE …, 2019 - ieeexplore.ieee.org
Many important and critical applications use wireless sensor/actuator networks (WSAN).
These applications are spanning widely that range in several environments, including …

[PDF][PDF] Precision agriculture in Bangladesh: need and opportunities

MM Syeed, MA Islam, K Fatema - Precis. Agric, 2020 - researchgate.net
Agriculture being the socio-economic backbone of many developing countries (eg,
Bangladesh), still heavily depend on the farmer's experience, intuition, physical labour …

A survey on developing publish/subscribe middleware over wireless sensor/actuator networks

TR Sheltami, AA Al-Roubaiey, ASH Mahmoud - Wireless Networks, 2016 - Springer
Abstract Publish/subscribe (Pub/Sub) interaction paradigm is receiving more attention in
commercial and academic research nowadays. It is an effective interaction scheme for large …

[PDF][PDF] The addition of geolocation to sensor networks.

R Bryce, G Srivastava - ICSOFT, 2018 - scitepress.org
Sensor networks are recently rapidly growing research area in wireless communications
and distributed networks. A sensor network is a densely deployed wireless network of small …

[PDF][PDF] When to Collect What? Optimizing Data Load via Process-driven Data Collection.

J Lipp, M Rudack, U Vroomen, A Bührig-Polaczek - ICEIS (1), 2020 - scitepress.org
Industry 4.0 and the Internet of Production lead to interconnected machines and an ever
increasing amount of available data. Due to resource limitations, mainly in network …