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In product restocking, for example, a vending machine can message the distributor's network, or machine, when a particular item is running low to send a refill. An enabler of asset tracking and monitoring, M2M is vital in warehouse management systems ( WMS ) and supply chain management ( SCM ).
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Screening of electrolyte additives at a low volume concentration. Schematic comparison of the extent of detrimental side reactions (HER, corrosion, and dendritic growth) at the Zn anode: A) in the absence of electrolyte additives, B) with strong additive solvation, and C) with film-forming additives furnishing a dynamic SEI via reversible …
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Design engineers are constantly working to optimize for energy consumption targets, and "low power" has been a longstanding mantra—one of the three legs in the Holy Grail of performance ...
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The application of machine learning (ML) to power and energy systems (PES) is being researched at an astounding rate, resulting in a significant number of recen ... because these tools were designed for traditional distribution networks wherein uncertainty arises only from the consumption profiles, and power is supplied …
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Many studies have aimed to achieve high performance, low power consumption, and real-time processing speeds to tackle the limited hardware …
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How to reduce energy consumption and carbon emissions of AI models? Learn about the techniques and tools developed by LLSC researchers, such as power …
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In this article, the predictive horizon of model predictive current control (MPCC) is extended for achieving better operational performance. However, the computational burden of MPCC exponentially increases with its predictive steps, and thus, the predictive step is usually chosen as one. In order to explore the potential advantage of multistep MPCC …
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CNC machine tools play an important role in manufacturing and are characterized by high total energy consumption and low energy efficiency. The energy consumption characteristics of the machine tool itself determine the total energy consumption and pollutant emission during its service life. Therefore, it is particularly …
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But it can also help us to tackle some of the world's most challenging physical problems - such as energy consumption. ... Our machine learning system was able to consistently achieve a 40 percent reduction in the amount of energy used for cooling, which equates to a 15 percent reduction in overall PUE overhead after accounting for electrical ...
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Energy consumption of a machining process can be evaluated at different levels: machine tool, spindle, and process levels, as shown in Fig. 2 [21].At the machine level, the energy consumed by the whole machine tool (e.g. control systems, cooling and lubrications units, drive systems, spindle motor, manufacturing process, etc.) is considered.
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Selective laser melting (SLM) exhibits excellent manufacturing accuracy and forming ability. However, the laser beam layering process is characterized by high specific energy consumption, long manufacturing cycle, and low energy efficiency. The use of supports increases the SLM building quality and eliminates defects caused by thermal …
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In this work, we show that the limited performance and energy efficiency of digital NM circuits implemented with CMOS can be circumvented by implementations …
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Low-power IC (integrated circuit) design is a crucial aspect of modern electronics, as it allows for longer battery life and lower energy consumption in devices. The growing market for battery-powered devices has made it necessary for chip designers to strongly consider different techniques for reducing the power consumption of ICs.
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The awareness of energy consumption is gaining much more attention in manufacturing due to its economic and sustainability benefits. Reducing energy consumption in advanced manufacturing processes, like directed energy deposition (DED) manufacturing, is critical for Industry 4.0 and the forthcoming Industry 5.0 since it …
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Predicting energy consumption in Smart Buildings (SB), and scheduling it, is crucial for deploying Energy-efficient Management Systems. Most important, this constitutes a key aspect in the promising Smart Grids technology, whereby loads need to be predicted and scheduled in real-time to cope for the strongly coupled variance between …
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The desirable characteristics of the neuromorphic device for computing include linearity, symmetrical tuning, scalability, multilevel resistance state, long retention time, stochastic behavior, and low energy consumption.
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In order to improve the performance, reduce the emissions and enhance the calibration efficiency of a gasoline Wankel rotary engine (WRE), three advanced machine learning (ML) methods, including artificial neural network (ANN), support vector machine (SVM), and Gaussian process regression (GPR), were applied to develop the prediction …
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Energy saving has become a real issue in process management and has led to the analysis of the energy consumption of forging machines, for the purpose of optimization. This study focuses on the amount of energy lost due to machine behaviour during the forming process. A spring-mass-damping model of the machine and tools …
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Machine lubrication systems are a very important portion of manufacturing and production workshop maintenance. Automatic lubrication systems eliminate the need for often careless manual lubrication, providing a safer, more frequent, and opportune monitored approach to machine lubrication. However, traditional automated lubrication …
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Replacing outdated machinery and equipment with energy-efficient alternatives can significantly reduce energy costs. According to ABB's 2022 Energy Efficiency Survey Report, replacing the world's 300 million industrial motor-driven systems with optimized, high-efficiency equipment could lead to a 10% reduction in global …
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Mechanical manufacturing industry consumes substantial energy with low energy efficiency. Increasing pressures from energy price and environmental directive force mechanical manufacturing industries to implement energy efficient technologies for reducing energy consumption and improving energy efficiency of their machining processes. In a …
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Learn how to reduce the dynamic and static power consumption of an integrated circuit (IC) using various low power design techniques and methodologies. Explore clock gating, multi voltage, power gating, …
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1. Introduction. Electricity consumption profoundly affects the operation, strategic planning, and maintenance of power grid infrastructure. The efficiency and optimal performance of power systems depend on prudent management, shaped by the patterns and intensity of electricity usage [1].The socio-economic impacts of electricity usage are …
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The goal is always the quality, achieved by careful research and innovation to offer to the textile industry the guarantee of technologically advanced solutions, efficiency, process optimization, taking special care to obtain a production of low-power energy machines and plants that allow a high level of safety, in accordance with the …
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Low power consumption has become an important design goal in many electronic systems. This article introduces essential concepts and techniques. In this article, we'll explore some foundational information related to minimizing power consumption in microcontroller-based embedded systems. Then, a future article will discuss specific ...
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Topping off our list of the best low-lying fog machines is ADJ Products' continuous output fogger, the Entour Chill. The Chill uses less power than many of the other industrial-grade foggers on our list.. However, the 800-watt unit manages to cover large areas of ground in impressive fog-like vapor.
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The in-sensor RC system takes advantage of near-zero energy consumption in the reservoir, resulting in decades-time lower training costs than a conventional neural network. This work paves the …
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Annealing was performed with 10% excess template oligo in the annealing buffer using a PCR machine to heat oligos to 95 °C, followed by slow cooling to room temperature over 60 min. Solution ...
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Traditional free radicals-dominated electrochemical advanced oxidation processes (EAOPs) and sulfate radical-based advanced oxidation processes (SR-AOPs) are limited by pH dependence and weak reusability, respectively. To overcome these shortcomings, electro-enhanced activation of peroxymonosulfate …
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The low-pressure zone on the suction surface is mainly distributed near the rim, and the low-pressure area on the pressure side is mainly distributed near the hub. Full article (This article belongs to the Special Issue Optimization and Flow Characteristics in Advanced Fluid Machinery )
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