Essays about: "mixed integer programming"

Showing result 21 - 25 of 101 essays containing the words mixed integer programming.

  1. 21. Dynamic management of schedulable household assets for solar self-consumption maximization with demand side management

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

    Author : Tharun Narayanadhas; [2022]
    Keywords : Demand-side management; Mixed-integer linear programming MILP ; Photovoltaics PV ; Self-consumption; Styrning av efterfrågan; linjär programmering med blandade heltal MILP ; solceller PV ; självförbrukning.;

    Abstract : A crucial challenge introduced by the decentralized installations of photovoltaic (PV) systems in the residential sector, is the mismatch between PV electricity generation and the load curve for energy consumption. To overcome this incompatibility between production and consumption, energy storage and demand response are seen as effective solutions. READ MORE

  3. 22. k-means Clustering as a Mixed Integer Programming Problem

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Hanna Werner; [2022]
    Keywords : ;

    Abstract : In this thesis k-means clustering is modelled as a mixed integer programming problem and then solved with a technique based on the concept of branch-and-bound. This approach is favourable when the solutions require high accuracy, but due to the heavy computations needed to solve large problems it is not regularly used. READ MORE

  4. 23. Flexibility of electricity usage in private households with smart control : Modelling of a smart control system with the aim to reduce the electricity cost of private households with storage units and photovoltaic systems.

    University essay from

    Author : Marina Pakola; Antonia Arab; [2022]
    Keywords : Smart control of electricity usage; optimization; mixed-integer linear programming MILP ; electricity price forecasting; load forecasting; storage systems in private households; electricity costs in Sweden;

    Abstract : High electricity prices have become the title of several news articles recently in Sweden and the prices have experienced large sudden fluctuations during certain periods. In this thesis work, a smart control model for the electricity usage in three different households has been developed with the main purpose to minimize the electricity cost. READ MORE

  5. 24. Towards Sustainable Mobile Networks: AI for Zero Touch Automated Battery Control

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Sophia Zhang Pettersson; [2022]
    Keywords : ;

    Abstract : With the adaption of 5G technology, a massive increase in the number of devicesand applications that utilize mobile communication systems is expected.The mobile communications sector experiences ever-increasing electricity andcarbon footprint costs due to new services and increased demand. READ MORE

  6. 25. An Optimization Model for Electric Vehicle Routing with Tractor Swapping

    University essay from KTH/Matematik (Avd.)

    Author : Alexander Strid; Daniel Liu; [2022]
    Keywords : Vehicle Routing Problem VRP ; tractor swapping; electric VRP; rich VRP; heavy goods vehicles; mixed-integer linear programming MILP ; applied mathematics; ruttoptimering; traktorbyte; elektriska lastbilar; tunga lastbilar; linjär heltalsoptimering; tillämpad matematik;

    Abstract : The purpose of this thesis is to investigate how tractor swapping can be implemented in Vehicle Routing Problems (VRP) with electric heavy goods vehicles, and to evaluate how a model that allows for tractor swapping performs, in terms of schedule cost, against a model that does not. Hence, this thesis introduces a new rich VRP variant which includes tractor swapping, as well as time windows, pickup and delivery, and electric vehicles. READ MORE