Sökning: "model for cost saving potential"

Visar resultat 1 - 5 av 50 uppsatser innehållade orden model for cost saving potential.

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

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Khalid El Yaacoub; [2024]
    Nyckelord :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;

    Sammanfattning : 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. LÄS MER

  3. 2. Predicting room occupancy based on carbon dioxide concentration levels : And potential energy-saving use cases in HVAC (heating, ventilation and air conditioning) control systems.

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Elias Eliasson Schuhmacher; Markus Ledung; [2023]
    Nyckelord :;

    Sammanfattning : This thesis aims to explore the possibilities of recording room occupancy based on measured CO2 (carbon dioxide) concentration levels, and potential energy-saving uses in HVAC (heating, ventilation and air conditioning) - control systems. Furthermore, this thesis specifically aims to use unsupervised machine learning methods, which removes the need for generating correct occupancy labels and training the models before deploying them. LÄS MER

  4. 3. Turning Up the Efficiency: The Office Building Retrofit Challenge

    Master-uppsats, Lunds universitet/Fastighetsvetenskap

    Författare :Viktor Karlsson; Alex Camango; [2023]
    Nyckelord :Energy Efficiency; Retrofit; Retrofitting Measures; BEETs; NPV; SPP; Insulation; HVAC; Windows; IDA ICE; Technology and Engineering;

    Sammanfattning : This study is a single case study of a building situated in Malmö, Sweden, examining various retrofit measures and their potential impact on the building’s energy performance. A pre-study was carried out to gain knowledge on applicable retrofitting measures from existing literature. Subsequently, the case study consisted of three major phases. LÄS MER

  5. 4. Accelerating the Green Transition - Investigating the Feasibility of E-Fuel Production Connected to a CHP Plant

    Master-uppsats, Lunds universitet/Institutionen för energivetenskaper

    Författare :Johanna Scholtz; Alice Maillard; [2023]
    Nyckelord :CCU; CHP plant; e-fuels; e-methane; e-methanol; e-kerosene; Technology and Engineering;

    Sammanfattning : The overall purpose of this thesis is to investigate the feasibility of producing electrofuels from CO2 and H2 in connection to a CHP plant equipped with carbon capture technology. This is done by investigating the production of e-methane, e-methanol and e-kerosene from captured CO2 and H2 produced from electrolysis. LÄS MER

  7. 5. SMARTQUAL LITE : Assessing the Property Management’s Technological Service Quality of Office Buildings in Stockholm

    Master-uppsats, KTH/Fastighetsföretagande och finansiella system

    Författare :David Lindström; [2023]
    Nyckelord :PropTech; Smart Buildings; Smart Real Estate; Property Management; Service Quality; Customer Experience; Tenant Satisfaction; PropTech; Smarta byggnader; Smarta fastigheter Fastighetsförvaltning; Servicekvalitet; Kundupplevelse Hyresgästnöjdhet;

    Sammanfattning : This master's thesis presents the development of a conceptual model, SMARTQUAL LITE, designed to measure and evaluate the quality of services delivered by smart buildings. The purpose of this research is to provide a foundation for a comprehensive service quality model, SMARTQUAL, enabling smart building service providers to enhance their service offerings and effectively meet tenant demands. LÄS MER