Generally speaking, labeled data is difficult and expensive to provide for applications in machine learning and data mining. One of the earliest approaches to tackle this problem is semi-supervised self-training to ta...
Design patterns are widely recognized as valuable tools in softwareengineering for improving software quality and reducing development time. Selecting a suitable design pattern is crucial for creating high-quality so...
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Speech is one of the natural ways that we as humans communicate with one another. We rely on it so much that we have come to understand its significance in electronic communication, including text messages and emails,...
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Energetic technological advancements in the past decade, have led to an exponential increase in the amount of data being stored. Consequently, the need for effective Database Management systems (DBMSs) which embody se...
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Cloud computing is significantly assisting in addressing IT issues. To lessen the environmental impact, a thorough investigation of cloud computing and energy-efficient algorithms is required. A green cloud computing ...
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Nowadays, secure and reliable management of logistics is highly needed. Logistics is the delivery of goods from producers to legitimate consumers in accurate amounts and good conditions. The use of low-capable sensor ...
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The ESP32 is a popular microcontroller from Espressif that can be used in many embedded applications. Robotic joints, smart car chargers, beer vat agitators and automated bread mixers are a few examples where this sys...
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In recent years, economic changes driven by an increase in consumer and small business demand for highly customised and small-batch products have necessitated a paradigm shift away from traditionally rigid manufacturi...
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ISBN:
(数字)9781665490429
ISBN:
(纸本)9781665490429
In recent years, economic changes driven by an increase in consumer and small business demand for highly customised and small-batch products have necessitated a paradigm shift away from traditionally rigid manufacturing towards a more agile and decentralised approach to factory control. Such an approach, by eliminating centralised control, gives rise to factories whose production capabilities can be reconfigured at a moment's notice in order to respond to high-frequency shifts in production demand. This paper proposes a novel architecture for decentralised factory control based on multi-agent technologies. Unlike the previous research work in this field, this research differs in its being designed from the ground up using open-source software, instead of relying on existing solutions for agent-to-agent communications. The presented architecture allows for real-time production flexibility in response to changes in the factory layout, e.g. machines going offline, or new machines being added. It achieves this with a ping-response system. A piece of software has been developed to simulate the functions of the proposed architecture.
This paper presents a tool relying on data service architecture, where technical details of all VBS datasets are completely hidden behind an abstract stateless data layer. The data services allow independent developme...
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In diagnosing challenging conditions such as Alzheimer's disease (AD), while imaging is an important reference, non-image data such as patient information, genetic data, medication information, cognitive and memor...
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