Essays about: "Decentralized Environment"

Showing result 1 - 5 of 83 essays containing the words Decentralized Environment.

  1. 1. Multi-Agent Deep Reinforcement Learning in Warehouse Environments

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

    Author : John Cao; Mikael Hammarling; [2023]
    Keywords : ;

    Abstract : This report presents a deep reinforcement algorithm for multi-agent systems based on the classicalDeep Q-Learning algorithm. The method considers a decentralized approach to controlling theagents, by equipping each agent with its own neural network and replay memory. READ MORE

  3. 2. Sustainable Urban Energy Transition for the City of Bitola, North Macedonia : A City-Scale Urban Building Energy Model

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

    Author : Emilie Andersson; Hillevi Höijer; [2023]
    Keywords : Urban building energy model; UBEM; Urban energy simulation; Urban energy transition; City Energy Analyst; CEA; Bitola; North Macedonia; Byggnadsmodellering på stadsnivå; Stadsenergimodellering; Stadsenergiomställning; Urban Building Energy Model; City Energy Analyst; CEA; Energisystemmodell; Bitola; Nordmakedonien;

    Abstract : Cities play a crucial role in sustainable energy system transformation. Urban energy systems account for 75% of global primary energy use, and 70% of global greenhouse gas (GHG) emissions (IEA, 2021). READ MORE

  4. 3. Reinforcement Learning for Pickup and Delivery Systems

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

    Author : Erika Sandhagen; Sarah Magnusson; [2023]
    Keywords : ;

    Abstract : In this project multi-agent reinforcement learning (RL) for a warehouse environmentwith robots delivering packages has been studied. This was done by first implementing the RLalgorithm Q-learning and investigating how the parameters of Q-learning affect the performanceof the algorithm. READ MORE

  5. 4. Design of a Blockchain-Based P2P Energy Marketplace within a Single Energy Retailer Framework

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

    Author : Adrian Brasero Romo; [2023]
    Keywords : Blockchain; Energy Marketplace; Prosumer; Sustainability; Renewable Energy; Surplus of energy; Decentralized Trading; Economic Viability.; Blockchain; Energimarknad; Prosumer; Hållbarhet; Förnybar Energi; Energiöverskott; Decentraliserad Handel; Ekonomisk Livskraft.;

    Abstract : In the era of rapid technological innovation, the convergence of blockchain technology and energy management has garnered significant attention. The escalating numbers of prosumers—individuals both producing and consuming energy—indicate a shift in the energy paradigm, demanding new frameworks for energy exchange. READ MORE

  6. 5. Techno-economic Comparison of Three Electrified Hydrogen Production Technologies in The Context of Sweden

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

    Author : Pingping Tao; [2023]
    Keywords : ESMR; Water Electrolysis; LCOH; Grid; Decentralized; Sensitivity; Wind; PV;

    Abstract : Hydrogen, as a dense energy carrier with low carbon footprint, will play an important role in energy transition. It only produces water after reaction which is totally environment friendly. There are many different technologies for hydrogen production. READ MORE