Essays about: "systemteori"

Showing result 16 - 20 of 317 essays containing the word systemteori.

  1. 16. A Review of Anomaly Detection Techniques forHeterogeneous Datasets

    University essay from KTH/Optimeringslära och systemteori

    Author : Shirwan Piroti; [2021]
    Keywords : Anomaly Detection; Heterogeneous; GAN; BiGAN; Autoencoder; Random Forest; Isolation Forest; Anomalidetektering; Heterogen; GAN; BiGAN; Autoencoder; Random Forest; Isolation Forest;

    Abstract : Anomaly detection is a field of study that is closely associated with machine learning and it is the process of finding irregularities in datasets. Developing and maintaining multiple machine learning models for anomaly detection takes time and can be an expensive task. One proposed solution is to combine all datasets and create a single model. READ MORE

  3. 17. Model Predictive Control Used for Optimal Heating in Commercial Buildings

    University essay from KTH/Optimeringslära och systemteori

    Author : Fredrik Rubin; [2021]
    Keywords : Optimal Heating in Commercial Buildings; Model Predictive Control; Long Short Term Memory; Optimal Uppvärmning av Kommersiell Byggnad; Model Predictive Control; Long Short Term Memory;

    Abstract : Model Predictive Control (MPC) is an optimization method used in a wide range of applications. However, in the housing sector its use is still limited. In this project, the possibilities of using an easily scalable MPC controller to optimize the heating of a building, is examined and evaluated. READ MORE

  4. 18. Statistical Credit Rating with Survival Regression & Gradient Boosting

    University essay from KTH/Optimeringslära och systemteori

    Author : Simon Norell; [2021]
    Keywords : ;

    Abstract : This thesis concerns the application of statistical modelling of credit risk in corporate borrowers using historical loan data from the Swedish export credit agency Exportkreditnämnden (EKN). Survival Regression in general and the Cox Proportional Hazard (CoxPH) model in particular is presented as a framework applicable to corpoate default and better suited than classification for modeling the binary default outcome of risk exposure data with inconsistent exposure times. READ MORE

  5. 19. The Military Utility of Unmanned Aerial Systems for Swedish Tactical Deliveries : A Defence Systems Perspective

    University essay from Försvarshögskolan

    Author : Anton Lomaeus; [2021]
    Keywords : Unmanned Aerial Vehicles; Defence Systems; Tactical Delivery; Systems Perspective; System Engineering; Military Utility; Operation Logistics; Obemannade flygande fordon; Försvarssystem; Taktiska leveranser; Systemperspektiv; Systemteknik; Militär Nytta; Operative Logistik;

    Abstract : There is a rapid development within the unmanned aerial systems (UAS) technologies and the logistics industry leads the research, motivated by potential future profits when used for last-mile deliveries. The military have used unmanned aerial vehicles (UAV) for many decades, but the military usage of UAVs for deliveries is almost unheard of. READ MORE

  6. 20. Flight Safety from a Reality-based Systems Approach

    University essay from Örebro universitet/Institutionen för juridik, psykologi och socialt arbete

    Author : Tomas Johansson; [2021]
    Keywords : Flight safety; systems safety; qualitative interview; inductive thematic analysis; Flygsäkerhet; systemsäkerhet; kvalitativ intervju; induktiv tematisk analys;

    Abstract : Traditionella metoder för Safety Management har bidragit till en exceptionellt hög flygsäkerhet. Händelser inom flygindustrin och ökande systemkomplexitet har dock aktualiserat att systemteori kan ge kompletterande perspektiv och bidra till flygsäkerhet. READ MORE