Št. zadetkov: 19
Diplomsko delo
Oznake:
diplomske naloge;krmiljenje;programirljivi logični krmilniki;strojno učenje;napovedno krmiljenje;prenosnik toplote;
V diplomski nalogi smo obravnavali problem krmiljenja temperature v prenosniku toplote, ki se uporablja v farmacevtski industriji. Obstoječi krmilni sistem temelji na tradicionalnih metodah in ima številne možnosti za izboljšave. Metodologija vključuje strojno in programsko opremo, kjer sta ključni ...
Leto:
2024
Vir:
Fakulteta za strojništvo (UL FS)
Izvirni znanstveni članek
Oznake:
manufacturing system;predictive model;machine-to-machine;
In most manufacturing processes the defect rate is very low. Sometimes, only a few parts per million are defective because of a faulty process. For this reason, fault diagnostics is faced with extremely imbalanced data sets and requires large volumes of data to achieve a reasonable performance. This ...
Leto:
2017
Vir:
Fakulteta za strojništvo (UL FS)
Doktorska disertacija
Oznake:
podatkovna analitika;velepodatki;konceptualni okvir;informacijska podpora;odkrivanje znanja;podatkovno rudarjenje;
Intenziven razvoj informacijskih in komunikacijskih tehnologij, ki smo mu priča v zadnjih letih, povzroča na področju proizvodnje nastajanje velikih količin podatkov. Pojavljajo pa se tudi novi pristopi, metode, tehnike in orodja za napredno podatkovno analitiko, kar ponuja nove možnosti za uporabo ...
Leto:
2019
Vir:
Fakulteta za strojništvo (UL FS)
Izvirni znanstveni članek
Oznake:
cyber-physical production systems;production planning;control;multi-agent systems;self-organization;
Cyber-physical systems (CPSs) open up new perspectives for the design, development, implementation, and operation of manufacturing systems and will enable a paradigm shift in manufacturing. The objective of this research is to develop a new concept of cyber-physical production systems (CPPSs) and, o ...
Leto:
2020
Vir:
Fakulteta za strojništvo (UL FS)
Izvirni znanstveni članek
Oznake:
logistics;machine learning;distributed control;
Autonomous mobile robots (AMRs) are increasingly being used to enable efficient material flow in dynamic production environments. Dispatching transport orders in such environments is difficult due to the complexity arising from the rapid changes in the environment as well as due to a tight coupling ...
Leto:
2020
Vir:
Fakulteta za strojništvo (UL FS)
Objavljeni znanstveni prispevek na konferenci
Oznake:
napovedno vzdrževanje;preostala uporabna doba;vzpodbujevalno učenje;predictive maintainance;remaining useful life;reinforcement learning;
Effective tracking of degradation in machine tools or vehicle, ship, and aircraft engines is key to ensure their high utilization, effective maintenance, and safety. Data from the built-in sensors can be used to build models that accurately predict the remaining useful life (RUL) of the observed sys ...
Leto:
2020
Vir:
Fakulteta za strojništvo (UL FS)
Izvirni znanstveni članek
Oznake:
intralogistika;avtonomni mobilni roboti;spodbujevalno učenje;intralogistics;autonomous mobile robots;multi-robot cooperation;reinforcement learning;route planning;
Autonomous mobile robots (AMRs) are increasingly used in modern intralogistics systems as complexity and performance requirements become more stringent. One way to increase performance is to improve the operation and cooperation of multiple robots in their shared environment. The paper addresses the ...
Leto:
2021
Vir:
Fakulteta za strojništvo (UL FS)
Diplomsko delo
Oznake:
sončna energija;sončne elektrarne;procesni dejavniki;učinkovitost;orientacija;naklon;
Sončna energija predstavlja ključni vir obnovljive energije, ki je še vedno precej neizkoriščen, kljub hitremu razvoju na tem področju. V zaključni nalogi smo se osredotočili na razumevanje in analiziranje procesnih dejavnikov, ki vplivajo na učinkovitost sončnih elektrarn. S pomočjo realnih podatko ...
Leto:
2024
Vir:
Fakulteta za strojništvo (UL FS)
Diplomsko delo
Oznake:
diplomske naloge;redundantni roboti;kinematična analiza;inverzna kinematika;robotics toolbox;singularnosti;
Da bi razumeli gibljivost in delovno območje robota, je potrebno narediti izračun inverzne kinematike v velikem številu točk delovnega območja robota in jih sortirati na podlagi ugodnosti premikanja robota čez njih. V prvem poglavju naloge smo opisali ozadje problema in cilje naše naloge. Potem smo ...
Leto:
2024
Vir:
Fakulteta za strojništvo (UL FS)
Objavljeni znanstveni prispevek na konferenci
Oznake:
diagnosticiranje napak;velepodatki;brizganje plastike;fault diagnostics;Big Data;plastic injection moulding;
The complexity of manufacturing systems is increasing due to the increased requirements related to the variety and quality of the products, their complexity, and due to the general technological developments. In turn, the data related to the manufacturing processes is growing in size and in complexi ...
Leto:
2017
Vir:
Fakulteta za strojništvo (UL FS)