Search Results for author: Farshad Harirchi

Found 4 papers, 1 papers with code

Preemptive Scheduling of EV Charging for Providing Demand Response Services

no code implementations21 Aug 2022 Shiping Shao, Farshad Harirchi, Devang Dave, Abhishek Gupta

We develop a new algorithm for scheduling the charging process of a large number of electric vehicles (EVs) over a finite horizon.

Scheduling

A New Data-Driven Sparse-Learning Approach to Study Chemical Reaction Networks

no code implementations18 Dec 2017 Farshad Harirchi, Doohyun Kim, Omar A. Khalil, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero

In this paper, we introduce a novel approach for the identification of the influential reactions in chemical reaction networks for combustion applications, using a data-driven sparse-learning technique.

Sparse Learning

A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical Reaction Networks

no code implementations12 Dec 2017 Farshad Harirchi, Omar A. Khalil, Sijia Liu, Paolo Elvati, Angela Violi, Alfred O. Hero

In this paper, we propose an optimization-based sparse learning approach to identify the set of most influential reactions in a chemical reaction network.

Sparse Learning

Guaranteed Model-Based Fault Detection in Cyber-Physical Systems: A Model Invalidation Approach

1 code implementation19 Sep 2016 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 uncertainty.

Optimization and Control

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