Essays about: "minimizing memory"

Showing result 1 - 5 of 24 essays containing the words minimizing memory.

  1. 1. Battery Capacity Prediction Using Deep Learning : Estimating battery capacity using cycling data and deep learning methods

    University essay from Mälardalens universitet/Framtidens energi

    Author : Josefin Rojas Vazquez; [2023]
    Keywords : Battery management system; Lithium-ion batteries; battery degradation mechanisms; battery cycle life; Electrical impedance spectroscopy; Capacity estimation; Incremental capacity analysis; Deep learning models; Equivalent circuit model; Long short-term memory; Feedforward neural network; Conventional neural network; multi-channel data; Incremental capacity analysis;

    Abstract : The growing urgency of climate change has led to growth in the electrification technology field, where batteries have emerged as an essential role in the renewable energy transition, supporting the implementation of environmentally friendly technologies such as smart grids, energy storage systems, and electric vehicles. Battery cell degradation is a common occurrence indicating battery usage. READ MORE

  3. 2. Time-Triggered Execution of 3-Phase Tasks on the RP2040 — A Framework Avoiding Memory Contention by Design

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Everita Annemarija Samusa; [2023]
    Keywords : Commercial-off-the-shelf; Execution framework; Multi-core; Real-time; 3- phase tasks; Kommersiell standard; Ramverk för utförande; Flerkärnig; Realtid; 3-fas uppgifter;

    Abstract : Multi-core processors have emerged as an effective solution for handling complex tasks that cannot be efficiently processed by unicore processors. Their usage is driven by the potential to achieve high processing power while minimizing power consumption. READ MORE

  4. 3. Convolutional-LSTM for IGBTs Prognostics and Age Monitoring : Designing a neural network for predicting aging precursors in power devices

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Matteo Santoro; [2023]
    Keywords : Neural Networks; Igbt; Prognostics; Age Monitoring; Neurala Nätverk; Igbt; Prognostik; Övervakning av Ålder;

    Abstract : In recent years, extensive research efforts have been dedicated to the field of prognostics and age-related degradation, with major focus on higher complexity devices. However, relatively little attention has been given to power devices, such as Insulated Bipolar Gate Transistors (IGBTs), despite their critical role in high power electronic applications. READ MORE

  5. 4. AR Shopping List : Exploring the Design Space of Smart Glasses to Allow Real-time Recording with Multiple Input Formats

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Yuxuan Huang; [2022]
    Keywords : Shopping list; smart glasses; optical head-mounted displays; augmented reality; memory expansion.;

    Abstract : It is widely considered that in-store shopping is a repetitive yet vital activity in human life. People are accustomed to making shopping lists on a piece of paper or on their mobile phones, or more commonly, memorizing the list in their minds. READ MORE

  6. 5. Configurable, scalable single-ended sense amplifier with additional auxiliary blocks for low-power two-port memories in advanced FinFET technologies

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Limitha Subbaiah Kumar Nangaru; [2022]
    Keywords : CMOS Complementary Metal Oxide Semiconductors ; DRC Design Rule Check ; Process Corners; FinFET Fin Field Effect Transistor ; IC Integrated Circuit ; LVS Layout Versus Schematic ; Monte Carlo; Nominal Voltage; PDK Process Design Kit ; Power Delay Product; Read Bit Line; Read Word Line; SoC System on Chip ; SRAM Static Random Access Memory ; Threshold Voltage; Technology and Engineering;

    Abstract : System on Chip (SoC) designs contain a variety of Intellectual Property (IP) cores, including digital signal processing blocks, media and graphics processing units, as well as processing core units that employ multiple-port memories to enhance performance and bandwidth. These memories allow parallel read/write operations from the same memory blocks from different ports. READ MORE