46 citations · 83 across the 7 of their papers we have counts for
9 papers
AI-Enhanced IoT Systems for Predictive Maintenance and Affordability Optimization in Smart Microgrids: A Digital Twin Approach
Koushik Ahmed Kushal, Florimond Gueniat
This study presents an AI enhanced IoT framework for predictive maintenance and affordability optimization in smart microgrids using a Digital Twin modeling approach. The proposed…
Deep Reinforcement Learning with Local Interpretability for Transparent Microgrid Resilience Energy Management
Mohammad Hossein Nejati Amiri, Fawaz Annaz, Mario De Oliveira +1
Renewable energy integration into microgrids has become a key approach to addressing global energy issues such as climate change and resource scarcity. However, the variability of…
Strategies for Resilience and Battery Life Extension in the Face of Communication Losses for Isolated Microgrids
Mohammad Hossein Nejati Amiri, Fawaz Annaz, Mario De Oliveira +1
This study addresses the challenges of energy deficiencies and high impact low probability (HILP) events in modern electrical grids by developing resilient microgrid energy managem…
Forecasting the Evolution of Hydrogen Vehicle Fleet in the UK usingGrowth and Lotka-Volterra Models
Florimond Gueniat, Sahdia Maryam
Road vehicles play an important role in the UK's energy systems and are a critical component in reducing the reliance on fossil fuels and mitigating emissions. A dynamic model of v…
CS-Embed at SemEval-2020 Task 9: The effectiveness of code-switched word embeddings for sentiment analysis
Frances Adriana Laureano De Leon, Florimond Guéniat, Harish Tayyar Madabushi
The growing popularity and applications of sentiment analysis of social media posts has naturally led to sentiment analysis of posts written in multiple languages, a practice known…
Preference Between Allocentric and Egocentric 3D Manipulation in a Locally Coupled Configuration
Paul Issartel, Lonni Besançon, Florimond Guéniat +2
We study user preference between allocentric and egocentric 3D manipulation on mobile devices, in a configuration where the motion of the device is applied to an object displayed o…
A statistical learning strategy for closed-loop control of fluid flows
Florimond Guéniat, Lionel Mathelin, M. Yousuff Hussaini
This work discusses a closed-loop control strategy for complex systems utilizing scarce and streaming data. A discrete embedding space is first built using hash functions applied t…
Analysis of Locally Coupled 3D Manipulation Mappings Based on Mobile Device Motion
Paul Issartel, Florimond Guéniat, Tobias Isenberg +1
We examine a class of techniques for 3D object manipulation on mobile devices, in which the device's physical motion is applied to 3D objects displayed on the device itself. This "…
Perceiving Mass in Mixed Reality through Pseudo-Haptic Rendering of Newton's Third Law
Paul Issartel, Florimond Guéniat, Sabine Coquillart +1
In mixed reality, real objects can be used to interact with virtual objects. However, unlike in the real world, real objects do not encounter any opposite reaction force when pushi…