Nonlinear Energy-Maximizing Optimal Control of Wave Energy Systems: A Moment-Based Approach
نویسندگان
چکیده
Linear dynamics are virtually always assumed when designing optimal controllers for wave energy converters (WECs), motivated by both their simplicity and computational convenience. Nevertheless, unlike traditional tracking control applications, the assumptions under which linearization of WEC models is performed challenged energy-maximizing controller itself, intrinsically enhances device motion to maximize power extraction from incoming ocean waves. In this article, we present a moment-based strategy WECs subject nonlinear dynamics. We develop framework objective function (and system variables) can be mapped finite-dimensional tractable program, efficiently solved using state-of-the-art programming solvers. Moreover, show that belongs class generalized convex functions moment domain, guaranteeing existence global solution giving explicit conditions local is, effectively, maximizer. The performance demonstrated through case study, where consider (state input-constrained) maximization CorPower-like WEC, different hydrodynamic nonlinearities.
منابع مشابه
Optimal Operation of Residential Energy Hubs Considering Optimized Capacity of Photovoltaic-based Renewable Energy Systems
The deployment of multi-carrier energy systems, which are called energy hubs, is one of the most recent and useful strategies in the field of energy systems. The reliability of energy systems and their operation cost and efficiency could be improved by applying the concepts of energy hubs. The simultaneous management of electrical consumptions and heat demands by the concepts of energy hub woul...
متن کاملOptimal Control of Nonlinear Multivariable Systems
This paper concerns a study on the optimal control for nonlinear systems. An appropriate alternative in order to alleviate the nonlinearity of a system is the exact linearization approach. In this fashion, the nonlinear system has been linearized using input-output feedback linearization (IOFL). Then, by utilizing the well developed optimal control theory of linear systems, the compensated ...
متن کاملReinforcement Learning Based PID Control of Wind Energy Conversion Systems
In this paper an adaptive PID controller for Wind Energy Conversion Systems (WECS) has been developed. Theadaptation technique applied to this controller is based on Reinforcement Learning (RL) theory. Nonlinearcharacteristics of wind variations as plant input, wind turbine structure and generator operational behaviordemand for high quality adaptive controller to ensure both robust stability an...
متن کاملOptimal Control of a Variable-Speed Wind Energy Conversion System: A New Approach
The operation of wind energy conversion systems mainly deals with variable and unpredictable wind regimes resulting in variable power efficiency. In addition, nowadays with the presence of high penetration level of wind farms integrated to power systems, stability and power quality problems might be addressed, when a disturbance event occurs. These challenges are worsened with significant degre...
متن کاملAn Optimal Control Method for Maximizing the Efficiency of Direct Drive Ocean Wave Energy Extraction System
The goal of direct drive ocean wave energy extraction system is to convert ocean wave energy into electricity. The problem explored in this paper is the design and optimal control for the direct drive ocean wave energy extraction system. An optimal control method based on internal model proportion integration differentiation (IM-PID) is proposed in this paper though most of ocean wave energy ex...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Control Systems and Technology
سال: 2021
ISSN: ['1558-0865', '2374-0159', '1063-6536']
DOI: https://doi.org/10.1109/tcst.2020.3047229