Risk-aware service level agreement modeling in smart grid
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-09787-5
Abstract: As advanced Smart Grid environments grow from a simple grid towards a complex provider ecosystem, there is an uncertain challenge on those grid environments that need to manage a risk paradigm. We present an automated… read more here.
Keywords: risk; service level; level; risk aware ... See more keywords
On Optimal Policies for Risk-Aware Sensor Data Collection by a Mobile Agent
Sign Up to like & getrecommendations! Published in 2019 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2019.12.175
Abstract: Abstract We consider a scenario where a mobile agent is required to collect measurements from a geographically dispersed set of sensors and return them to a base. The agent faces a risk of destruction while… read more here.
Keywords: agent; optimal policies; risk aware; policies risk ... See more keywords
Towards Risk-aware Machine Learning Supported Model Predictive Control and Open-loop Optimization for Repetitive Processes
Sign Up to like & getrecommendations! Published in 2021 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2021.08.564
Abstract: Abstract Many processes operate repetitively, for example batch processes in biotechnology or chemical engineering. We propose a method for risk-aware run-to-run optimization and model predictive control of repetitive processes with uncertain models. The goal is… read more here.
Keywords: model predictive; risk; model; risk aware ... See more keywords
Risk-aware last-minute data backup in inter-datacenter networks
Sign Up to like & getrecommendations! Published in 2019 at "IET Networks"
DOI: 10.1049/iet-net.2018.5107
Abstract: Network failure caused by disasters (both natural and man-made like earthquakes, floods, cyclones, electromagnetic pulse attacks etc.) result in communication disruption and huge amounts of data loss in the backbone datacenter (DC) networks. To prevent… read more here.
Keywords: backup; datacenter networks; risk aware; network ... See more keywords
Risk-Aware Energy Management for Drive Mode Control in Plug-in Hybrid Electric Vehicles
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3206091
Abstract: This paper proposes risk-aware energy management for drive mode control in plug-in hybrid electric vehicles (PHEVs) to reduce fuel consumption. This paper focuses on reducing fuel usage in scenarios in which energy demands along a… read more here.
Keywords: management drive; risk aware; aware energy; energy ... See more keywords
Novel Framework of Risk-Aware Virtual Network Embedding in Optical Data Center Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Systems Journal"
DOI: 10.1109/jsyst.2017.2673828
Abstract: The traffic between geographically distributed data centers (DCs) becomes bandwidth hungry. Since the optical interconnection has a high capacity, the optical data center network (ODCN)—where DCs are located at the edge of the optical backbone—emerges.… read more here.
Keywords: network; virtual network; optical data; risk aware ... See more keywords
Conformal Prediction in the Loop: Risk-Aware Control Barrier Functions for Stochastic Systems With Data-Driven State Estimators
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2025.3571828
Abstract: This letter proposes a sampled-data, measurement-robust, risk-aware control barrier function (RA-CBF) framework for stochastic systems with measurement uncertainty. In this framework, what is available for control design are measurements of the system states, which are… read more here.
Keywords: control; stochastic systems; control barrier; aware control ... See more keywords
Adaptive and Risk-Aware Target Tracking for Robot Teams With Heterogeneous Sensors
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3155805
Abstract: We consider a scenario where a team of robots with heterogeneous sensors must track a set of targets or hazards which may induce sensory failures on the robots. In particular, the likelihood of failures depends… read more here.
Keywords: risk aware; adaptive risk; risk; aware target ... See more keywords
Risk-Aware Management of Virtual Resources in Access Controlled Service-Oriented Cloud Datacenters
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Cloud Computing"
DOI: 10.1109/tcc.2015.2453981
Abstract: For economic benefits and efficient management of resources, organizations are increasingly moving towards the paradigm of “cloud computing” by which they are allowed on-demand delivery of hardware, software and data as services. However, there are… read more here.
Keywords: risk; management; risk aware; access controlled ... See more keywords
Risk-Aware Reinforcement Learning-Based Federated Learning for IoV Systems
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2024.3447034
Abstract: Federated learning (FL) that improves data privacy reduces the computational overhead for Internet of Vehicles (IoV) systems but has difficulty in defending against selfish attacks due to the restricted quality of service requirements and the… read more here.
Keywords: risk; iov systems; learning based; federated learning ... See more keywords
Very-Short-Term Probabilistic Forecasting for a Risk-Aware Participation in the Single Price Imbalance Settlement
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Power Systems"
DOI: 10.1109/tpwrs.2019.2940756
Abstract: The single imbalance pricing is an emerging mechanism in European electricity markets where all positive and negative imbalances are settled at a unique price. This real-time scheme thereby stimulates market participants to deviate from their… read more here.
Keywords: imbalance settlement; risk; price; short term ... See more keywords