23 citations · 39 across the 7 of their papers we have counts for
9 papers
Preemptive Scheduling of EV Charging for Providing Demand Response Services
Shiping Shao, Farshad Harirchi, Devang Dave +1
We develop a new algorithm for scheduling the charging process of a large number of electric vehicles (EVs) over a finite horizon. We assume that EVs arrive at the charging station…
On sparse identification of complex dynamical systems: A study on discovering influential reactions in chemical reaction networks
Farshad Harirchi, Doohyun Kim, Omar Khalil +5
A wide variety of real life complex networks are prohibitively large for modeling, analysis and control. Understanding the structure and dynamics of such networks entails creating…
A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks
Farshad Harirchi, Omar A. Khalil, Sijia Liu +3
In this paper, we propose an optimization-based sparse learning approach to identify the set of most influential reactions in a chemical reaction network. This reduced set of react…
Conflict-driven Hybrid Observer-based Anomaly Detection
Zheng Wang, Farshad Harirchi, Dhananjay Anand +3
This paper presents an anomaly detection method using a hybrid observer -- which consists of a discrete state observer and a continuous state observer. We focus our attention on an…
A New Data-Driven Sparse-Learning Approach to Study Chemical Reaction Networks
Farshad Harirchi, Doohyun Kim, Omar A. Khalil +4
Chemical kinetic mechanisms can be represented by sets of elementary reactions that are easily translated into mathematical terms using physicochemical relationships. The schematic…
Guaranteed Fault Detection and Isolation for Switched Affine Models
Farshad Harirchi, Sze Zheng Yong, Necmiye Ozay
This paper considers the problem of fault detection and isolation (FDI) for switched affine models. We first study the model invalidation problem and its application to guaranteed…
Optimal Input Design for Affine Model Discrimination with Applications in Intention-Aware Vehicles
Yuhao Ding, Farshad Harirchi, Sze Zheng Yong +2
This paper considers the optimal design of input signals for the purpose of discriminating among a finite number of affine models with uncontrolled inputs and noise. Each affine mo…
Effect of Bonus Payments in Cost Sharing Mechanism Design for Renewable Energy Aggregation
Farshad Harirchi, Tyrone Vincent, Dejun Yang
The participation of renewable energy sources in energy markets is challenging, mainly because of the uncertainty associated with the renewables. Aggregation of renewable energy su…
Guaranteed Model-Based Fault Detection in Cyber-Physical Systems: A Model Invalidation Approach
Farshad Harirchi, Necmiye Ozay
This paper presents a sound and complete fault detection approach for cyber-physical systems represented by hidden-mode switched affine models with time varying parametric uncertai…