This paper reports the development of a prototype AI-driven energy forecasting tool for industrial applications, designed to operate with energy metering systems and plant activity metrics. A time history of real-time...
详细信息
ISBN:
(数字)9798331522216
ISBN:
(纸本)9798331522223
This paper reports the development of a prototype AI-driven energy forecasting tool for industrial applications, designed to operate with energy metering systems and plant activity metrics. A time history of real-time plant activity data, which is typically available from SCADA-based asset activity indicators and operational parameters, is utilised along with energy timeseries data within a model regressed to correlate energy consumption with high accuracy. Prototype software was developed as a Windows Forms application and applied to an industrial case study: provision of real-time energy forecasts and optimization insights for a working sawmill are discussed. The application has been designed for future integration with existing SCADA systems, enabling seamless, automated energy monitoring, forecasting and decision support. Future enhancements of the model include incorporating specific production types and more granular operational data to further refine prediction accuracy, and application to profiling energy efficiency of process design options. The work highlights the potential for practical and low-cost AI-powered tools to enhance energy efficiency in modern manufacturing environments and process industries, including small/medium enterprises (SMEs).
Ensuring cybersecurity for connected and autonomous cars is vital as these vehicles become more prevalent on our roads. This paper addresses security concerns and solutions for unmanned aerial vehicles. Connected and ...
详细信息
Developing safe and reliable systems goes beyond simply specifying what they should do but also understand how they might fail. This paper proposes a framework for capturing both, functional requirements safety requir...
详细信息
A technical solution that enables medical professionals to remotely diagnose, treat, and monitor patients in various locations is a portable telemedicine system. For patients who are unable to reach standard healthcar...
详细信息
ISBN:
(数字)9798331512088
ISBN:
(纸本)9798331512095
A technical solution that enables medical professionals to remotely diagnose, treat, and monitor patients in various locations is a portable telemedicine system. For patients who are unable to reach standard healthcare facilities because of mobility issues, distance, or other factors, it is a practical and accessible method of providing medical care. In addition to specialized medical software, communication tools, and sensors, the system usually consists of a portable device, such as a tablet or smartphone.
Order Independent Transparency (OIT) remains a pivotal challenge in real-time rendering, with applications spanning gaming, simulations, and AR/VR experiences. Traditional techniques, such as Depth Peeling and K-Buffe...
详细信息
ISBN:
(数字)9798331522216
ISBN:
(纸本)9798331522223
Order Independent Transparency (OIT) remains a pivotal challenge in real-time rendering, with applications spanning gaming, simulations, and AR/VR experiences. Traditional techniques, such as Depth Peeling and K-Buffer OIT, have provided foundational solutions to this challenge, while modern approaches like Stochastic Alpha Blending, Weighted OIT with Multi-Frustum, and Deep Learning-Based OIT have introduced innovative pathways to achieve high-quality transparency with improved performance. This survey presents a comprehensive review of these techniques, highlighting their underlying principles, implementation nuances, and trade-offs in terms of performance, memory overhead, and visual fidelity. In addition, this survey examines advanced concepts that push the boundaries of OIT, addressing the growing demands of real-time applications. By providing a detailed analysis of these methods and their suitability for various rendering contexts, this paper aims to serve as a practical guide for researchers and practitioners striving for advancements in real-time transparency solutions.
Enhancing interactions with natural and user-friendly computer interfaces (HCIs) requires the use of hand gestures. This article illustrates a particularly created brilliant neural network that can identify the flat-b...
详细信息
Critical embedded software, such as spacecraft flight software, requires high reliability, efficiency, and real-time performance while being capable enough to meet application needs. The increasing prevalence of Linux...
详细信息
Bipartite matching problems play a crucial role in various softwareengineering tools, including resource allocation and task assignment. In this paper, we address a specific variant of the bipartite matching problem,...
详细信息
Malaria, a significant global health threat, is traditionally diagnosed through manual examination of blood smears for parasite-infected cells, a method limited by its reliance on the examiner’s expertise. To overcom...
详细信息
Organizations adopt technological innovations to improve efficiency, gain productivity, and generate competitive advantage. Innovative technologies have evolved information technology (IT) infrastructure in recent dec...
详细信息
暂无评论