Essays about: "Predictive Power."

Showing result 16 - 20 of 301 essays containing the words Predictive Power..

1. 16. Model Predictive Control for Ground Source Heat Pumps : Reducing cost while maintaining comfort

   University essay from Linköpings universitet/Reglerteknik

   Author : Isak Bokne; Charlie Elf; [2023]
   Keywords : MPC; Model Predictive Control; heat pump control; electricity spot price; weather prediction; reducing cost;

   Abstract : Today, the control of heat pumps aims to first and foremost maintain a comfortable indoor temperature. This is primarily done by deciding input power based on outside temperature. The cost of electricity, which can be rather volatile, is not taken into account. READ MORE

3. 17. Techno-Economic Optimization and Control of Hybrid Energy Systems

   University essay from Linköpings universitet/Fordonssystem

   Author : Louise Calmered; Tanja Nyberg; [2023]
   Keywords : Hybrid Energy Systems; Optimization; Control Techniques; Peak Shaving; Energy Arbitrage; Ancillary Services;

   Abstract : The increasing demand for renewable energy sources to meet climate targets and reduce carbon emissions poses challenges to the power grid due to their intermittent nature. One potential solution to maintain grid stability is by implementing Hybrid Energy Systems (HESs) that incorporate a Battery Energy Storage System (BESS). READ MORE

4. 18. Urban Planning & Governance in the Age of AI : A Study of the Potential Benefits and Risks

   University essay from KTH/Skolan för arkitektur och samhällsbyggnad (ABE)

   Author : Jonas Gummesson; [2023]
   Keywords : Accountability; AI; Artificial Intelligence; Big Data; Cybernetics; Engagement; Equality; Governance; Neural Networks; Participation; Power; Smart City; Systems planning.; Transparency; Trust; Urban Design; Urban Planning;

   Abstract : Artificial intelligence (AI) is a rapidly developing technology which in this project refers to software that given objectives generate content, predictions, recommendations, or decisions influencing their environment. Using literature reviews and semi-structured interviews, the current and future uses, sentiments, regulations, and risks of AI in urban planning and governance are gathered. READ MORE

5. 19. Forecasting of Heat Pump Power Consumption using Neural Networks

   University essay from Lunds universitet/Institutionen för reglerteknik

   Author : Gustav Warnström; Johan Fant; [2023]
   Keywords : Technology and Engineering;

   Abstract : With the increase in electricity generation from renewable sources over recent years, the demand for ancillary services providing balancing support in the grid has risen. Demand side regulation can be performed by regulating consumption of some household devices, which can act as a virtual battery that can be loaded and unloaded into the grid. READ MORE

6. 20. Centralised MPC for Long-term Voltage Stability Control of Power System

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

   Author : Johan Hallberg; [2023]
   Keywords : Voltage stability; Model predictive control; Tap-changing transformer; Capacitor bank; Spänningsstabilitet; Model prediktiv reglering; Lindningskopplare; Kondensatorbank;

   Abstract : In a power system it is important to keep voltages at specific levels at network buses. Deviations from that can lead to reduced efficiency of transferred power or, in more severe cases, widespread power outages affecting large parts of society. There exists a variety of power system devices that have the ability to regulate the voltage levels. READ MORE