Ayaz Siddiqui

College of Engineering

Works (6)

Updated: August 1st, 2023 05:01

2023 journal article

Recursive Gaussian Process-Based Adaptive Control of a Ducted Kite System for Tidal Energy Harvesting

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 31(4), 1949–1956.

By: A. Siddiqui n, J. Deese* & C. Vermillion n

author keywords: Autonomous systems; tidal energy; tethered energy systems
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: July 31, 2023

2022 article

A Fused Gaussian Process Modeling and Model Predictive Control Framework for Real-Time Path Adaptation of an Airborne Wind Energy System

Siddiqui, A., Borek, J., & Vermillion, C. (2022, June 6). IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY.

By: A. Siddiqui n, J. Borek* & C. Vermillion n

author keywords: Wind speed; Wind power generation; Real-time systems; Optimization; Gaussian processes; Adaptation models; Wind turbines; Adaptive control; stochastic processes; and wind energy generation
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (Web of Science; OpenAlex)
Source: Web Of Science
Added: June 27, 2022

2021 article

Iterative Learning-Based Path Optimization With Application to Marine Hydrokinetic Energy Systems

Cobb, M., Reed, J., Daniels, J., Siddiqui, A., Wu, M., Fathy, H., … Vermillion, C. (2021, April 20). IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY.

By: M. Cobb, J. Reed n, J. Daniels*, A. Siddiqui n, M. Wu*, H. Fathy*, K. Barton*, C. Vermillion n

author keywords: Poles and towers; Optimization; Wind energy; Shape; Wind energy generation; Heuristic algorithms; Convergence; Autonomous systems; control optimization; iterative learning control (ILC); renewable energy; tethered energy systems
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: January 3, 2022

2020 article

Hierarchical Control Design and Performance Assessment of an Ocean Kite in a Turbulent Flow Environment

IFAC PAPERSONLINE, Vol. 53, pp. 12726–12732.

By: J. Reed n, M. Cobb n, J. Daniels n, A. Siddiqui n, M. Muglia & C. Vermillion n

author keywords: Energy systems; Marine systems; Emerging control systems; Hierarchical control; Periodic control
TL;DR: A hierarchical control framework for a kite-based marine hydrokinetic system that executes power-augmenting cross-current flight, along with simulation results based on a high-fidelity turbulent flow model that is representative of flow conditions in the Gulf Stream are presented. (via Semantic Scholar)
Source: Web Of Science
Added: June 21, 2021

2020 journal article

Lab-Scale, Closed-Loop Experimental Characterization, Model Refinement, and Validation of a Hydrokinetic Energy-Harvesting Ocean Kite

JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 142(11).

By: A. Siddiqui n, K. Naik n, M. Cobb n, K. Granlund n & C. Vermillion n

TL;DR: This work experimentally characterize the dynamics and control system of a lab-scale ocean kite, and then refine, validate, and extrapolate this model for use in a full-scale system, intended for operation in the Gulf Stream or similar current environments. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID
Added: October 26, 2020

2020 article

Optimal Cyclic Spooling Control for Kite-Based Energy Systems

IFAC PAPERSONLINE, Vol. 53, pp. 12719–12725.

By: J. Daniels n, J. Reed n, M. Cobb n, A. Siddiqui n & C. Vermillion n

author keywords: Optimal operation and control of power systems; Control of renewable energy resources; Modeling and simulation of power systems
TL;DR: This paper demonstrates a 14-45% improvement (depending on the operating tether length and environmental flow speed) in power generation compared to a baseline, heuristic, control strategy. (via Semantic Scholar)
Source: Web Of Science
Added: June 21, 2021

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