Essays about: "linear programming techniques"

Showing result 1 - 5 of 25 essays containing the words linear programming techniques.

1. 1. An Evaluation of GeneticAlgorithm Approaches for theUnit Commitment Problem inPower Generation Scheduling

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Nandini Mattathil Suresh; [2023]
   Keywords : Unit Commitment Problem; Genetic Algorithm; Meta-heuristics; Economic Dispatch; Constrained Optimization; Encoding; Crossover; Mutation; Selection;

   Abstract : The Unit Commitment Problem (UCP) poses a significant challenge in optimizing powergeneration schedules within complex and dynamic energy systems. This study explores theapplication of Genetic Algorithms (GAs) as a promising approach to address UCP, their ability tonavigate complex solution spaces and adapt to changing operational conditions. READ MORE

3. 2. Quadcopter Control System Design and Implementation with LQR assisted by Kalman Filter: An Experimental Study

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

   Author : Ludwig Horvath; Martin Petré; [2023]
   Keywords : ;

   Abstract : This study stems from the audacious assumption that two bachelor students could successfully construct a functional quadcopter from scratch, covering both software and hardware aspects. The project begins by establishing a foundation for modeling the quadcopter dynamics, including derivation and linearization techniques for implementing a linear quadratic regulator (LQR). READ MORE

4. 3. Lagrangian Bounding and Heuristics for Bi-Objective Discrete Optimisation

   University essay from Linköpings universitet/Tillämpad matematik; Linköpings universitet/Tekniska fakulteten

   Author : Ida Åkerholm; [2022]
   Keywords : Lagrangian relaxation; bi-objective optimisation; Pareto frontier; heuristics; discrete optimisation;

   Abstract : For larger instances of multi-objective optimisation problems, the exact Pareto frontier can be both difficult and time-consuming to calculate. There is a wide range of methods to find feasible solutions to such problems, but techniques for finding good optimistic bounds to compare the feasible solutions with are missing. READ MORE

5. 4. Predicting PV self-consumption in villas with machine learning

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

   Author : FABIAN GALLI; [2021]
   Keywords : Self-Consumption; photovoltaics; machine learning; solar energy; Random Forest; K-nearest neighbor; multi-layer perceptron; lasso regression; ridge regression; linear regression; prediction; Egenanvändning; photovoltaics; maskininlärning; solenergi; Random Forest; K-nearest neighbors; multi-layer perceptron; lasso regression; ridge regression; linjär regression; data-förutsägelse;

   Abstract : In Sweden, there is a strong and growing interest in solar power. In recent years, photovoltaic (PV) system installations have increased dramatically and a large part are distributed grid connected PV systems i.e. rooftop installations. READ MORE

6. 5. Short Term Regulation in Hydropower Plants using Batteries : A case study of hydropower pants in lower Oreälven river

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

   Author : Ashish Guhan Baskar; Araavind Sridhar; [2020]
   Keywords : Short Term Regulation; Hydropower Plant; Battery Energy Storage System; Mixed Integer Linear Programming; Machine Learning; Second Life of The Battery; Kortsiktig reglering; vattenkraftverk; batterilagringssystem; linjär programmering; maskininlärning; återanvändning av batterier;

   Abstract : Hydropower is one of the oldest renewable energy (RE) sources and constitutes a major share in the Swedish electricity mix. Though hydropower is renewable, there exist some issues pertaining to the local aquatic conditions. READ MORE