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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
load forecasting
biblio
Situational Awareness of De-energized Lines During Loss of SCADA Communication in Electric Power Distribution Systems
Submitted by aekwall on Fri, 01/20/2023 - 3:12pm
power distribution
Weather forecasting
Training data
situational awareness
security situational awareness
Resiliency
pubcrawl
Predictive models
Predictive Metrics
composability
Poles and towers
Neural networks
load forecasting
load forecast
Load flow
distribution systems
Distributed databases
biblio
Effect of Clustering in Federated Learning on Non-IID Electricity Consumption Prediction
Submitted by grigby1 on Fri, 01/20/2023 - 2:47pm
smart grid consumer privacy
clustering methods
collaboration
energy consumption
Europe
federated learning
load forecasting
Policy Based Governance
Predictive models
privacy
pubcrawl
Smart Grids
biblio
Electrical Load Forecasting Utilizing an Explainable Artificial Intelligence (XAI) Tool on Norwegian Residential Buildings
Submitted by grigby1 on Thu, 12/01/2022 - 4:09pm
Predictive models
pubcrawl
resilience
Resiliency
Scalability
Biological system modeling
Smart Grids
Buildings
renewable energy sources
load forecasting
Explainable Artificial Intelligence (XAI)
xai
Electrical Load Forecasting
power markets
residential buildings
biblio
Distribution Grid State Assessment for Control Reserve Provision Using Boundary Load Flow
Submitted by grigby1 on Wed, 12/02/2020 - 1:04pm
Probabilistic logic
load uncertainties
Mathematical model
Power cables
power generation
power grids
power system parameter estimation
power system security
power system stability
power system state estimation
load forecasting
pubcrawl
resilience
Resiliency
Scalability
solar power plants
solar power stations
standard load profile
wind power plants
frequency stability
boundary load flow method
control reserve
control reserve provision
control reserve supply
coupled congestion control
distributed power generation
distribution grid state assessment
ex ante evaluation
forecasting loads
boundary load flow
future grid state identification
grid congestions
grid parameter estimation
grid parameters
grid state assessment
grid state identification
Jacobian matrices
Load flow
biblio
Load Forecasting of Privacy-Aware Consumers
Submitted by grigby1 on Fri, 11/20/2020 - 1:03pm
Resiliency
polling frequency constraints
power engineering computing
predictive control
Predictive models
privacy
privacy protection schemes
privacy-aware consumers
pubcrawl
regression analysis
report consumption data
resilience
policy-based governance
Scalability
short-term load forecasts
SM data
smaller consumer aggregations
smart grid consumer privacy
smart meter
smart meters
STLF accuracy
Support vector machines
support vector regression
temporal resolutions
high spatial resolutions
composability
consumer aggregation levels
consumer privacy
consumer privacy risks
data privacy
data-driven grid management
Electric Grid
energy consumption
forecast accuracy
forecasting
grid visible consumer load profile
collaboration
higher aggregation levels
Human behavior
load forecasting
Load modeling
load profiles
load-forecasting
load-levelling scheme
Metrics
model-distribution predictive control
Mutual information
planning techniques
biblio
Poisoning Attack on Load Forecasting
Submitted by grigby1 on Wed, 11/04/2020 - 1:14pm
poisoning attack
Training data
statistical methods
simulated annealing
short-term load forecasting systems
security of data
Scalability
Resiliency
resilience
regression analysis
pubcrawl
Predictive models
power system security
power grids
power engineering computing
poisoning attack solution
AI Poisoning
outlier detection
Numerical models
neural network
multiple linear regression
MLR model
MLR attacking solution
Load modeling
load forecasting
Human behavior
Global Energy Forecasting Competition data
forecasting
data poisoning strategy
Data models
closed-form solution
biblio
Evaluating Resilience of Grid Load Predictions under Stealthy Adversarial Attacks
Submitted by aekwall on Mon, 10/05/2020 - 10:47am
iterative attack method
adversarial perturbation
DeepForge
distributed sensor fusion
distributed smart meters
domain-specific deep-learning
Dynamic Pricing
grid maintenance
GridLAB-D
inference predictors
power distribution planning
load forecasting
load forecasting systems
model-based design
power distribution network
resilience evaluation
smart grid load prediction systems
synthetic norm-bounded modifications
testbed
CPS resilience
smart power grids
Data Security
cyber-physical systems
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
Iterative methods
optimization problem
optimisation
security of data
cyber physical systems
adversarial attacks
power engineering computing
power distribution control
sensor fusion
information processing
power systems
smart meters
distributed sensors
biblio
A Hybrid Approach Towards Improved Artificial Neural Network Training for Short-Term Load Forecasting
Submitted by grigby1 on Fri, 02/08/2019 - 3:17pm
Artificial Neural Networks
collaboration
cyber physical systems
Data mining
load forecasting
Metrics
policy-based governance
pubcrawl
Resiliency
biblio
Phase angles as predictors of network dynamic security limits and further implications
Submitted by BrandonB on Tue, 05/05/2015 - 11:37am
PMU
Wide-Area Situational Awareness (WASA)
system reliability
synchrophasor
Stability analysis
security
random processes
random forest models
random forest mapping
random forest (RF)
Radio frequency
R-squares accuracy
Predictive models
power transfer
power system stability
Data mining
Phasor measurement units
phasor measurement unit (PMU)
phasor measurement
network dynamic security limits
Monitoring
load forecasting
load forecast
historical phase angles values
GLM
generalized linear model
energy management systems
dynamic security monitoring
dynamic security margins
dynamic security assessment (DSA)
