Essays about: "energiförbrukning"

Showing result 1 - 5 of 293 essays containing the word energiförbrukning.

  1. 1. Utilizing energy-saving techniques to reduce energy and memory consumption when training machine learning models : Sustainable Machine Learning

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

    Author : Khalid El Yaacoub; [2024]
    Keywords : Sustainable AI; Machine learning; Quantization-Aware Training; Model Distillation; Quantized Distillation; Siamese Neural Networks; Continual Learning; Experience Replay; Data Efficient AI; Energy Consumption; Energy-Savings; Sustainable ML; Computation resources; Hållbar maskin inlärning; Hållbar AI; Maskininlärning; Quantization-Aware Training; Model Distillation; Quantized Distillation; siamesiska neurala nätverk; Continual Learning; Experience Replay; Dataeffektiv AI; Energiförbrukning; Energibesparingar; Beräkningsresurser;

    Abstract : Emerging machine learning (ML) techniques are showing great potential in prediction performance. However, research and development is often conducted in an environment with extensive computational resources and blinded by prediction performance. READ MORE

  3. 2. Radio Environment Compensation in a Narrowband IoT Positioning System : Using Radio Signal Metrics Between Stationary Devices

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

    Author : Elin Berglund; [2023]
    Keywords : Positioning; IoT; machine learning; range estimation; Positionering; IoT; maskininlärning; avståndsuppskattning;

    Abstract : The Internet of Things (IoT) has emerged as a powerful tool for meeting our need to collect information about and interact with our environments. One important aspect of this technology is positioning which imposes requirements on both the energy consumption and the arrangement of the systems. READ MORE

  4. 3. Comparing energy efficiency of Leaky integrate-and-fire and Spike response neuron models in Spiking Neural Networks

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

    Author : Majd Dawli; Imran Bahed Diva; [2023]
    Keywords : ;

    Abstract : Spiking Neural Networks (SNNs) are a type of neural network that is designed to mimic the way neurons function in our brains. While there have been notable advancements in developing SNNs, energy consumption hasn't been studied to the same extent. This gets especially relevant with steadily increasing network sizes. READ MORE

  5. 4. Sustainable Practices within the Real Estate sector : An analysis investigating the impact of sustainability practices within Real Estate companies in Sweden

    University essay from KTH/Fastighetsföretagande och finansiella system

    Author : Sanna Backenroth; Nicol Magnusson; [2023]
    Keywords : Sustainable investment; ESG; energy certification; property valuation; Hållbara investeringar; ESG; miljöcertifiering; fastighetsvärdering; fastighetsmarknaden;

    Abstract : The awareness of ESG (environmental, governance, social) has risen significantly during the last decade. The construction and real estate industry represents 21 % of the negative climate emissions in Sweden, highlighting the crucial role of property owners in achieving a climate-neutral society. READ MORE

  6. 5. Investigating the Potential of Circular Economy in Stockholm’s Craft Classes : A Case Study Comparing Secondary Wood to Virgin Wood Using LCA and LCC

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Magdalena Smolic; Zin Haji; [2023]
    Keywords : Life Cycle Assessment; LCA; Life Cycle Costs; LCC; behavioral study; environmental impact assessment; circular economy; reuse; climate neutral cities; wood craft class; land use; water use; global warming potential; Livscykelanalys; LCA; Livscykelkostnadsanalys; LCC; Beteende studie; miljökonsekvensbedömning; cirkulär ekonomi; återanvändning; klimatneutrala städer; träslöjd; markanvändning; vattenanvändning; global uppvärmningspotential.;

    Abstract : This thesis evaluates the environmental, economic, and social impacts of implementing secondary wood from recycling centers into wood crafts in Stockholm schools. The thesis is conducted in a case study setting as a part of the "Climate Neutral Stockholm 2030" sub-project 3. READ MORE