Actuator Cyberattack Handling Using Lyapunov-based Economic Model Predictive Control
نویسندگان
چکیده
Cybersecurity has gained increasing interest as a consequence of the potential impacts cyberattacks on profits and safety. While attacks can affect various components plant, prior work from our group focused impact control such process sensors actuators development detection strategies for cybersecurity derived theory. In this work, we provide greater focus actuator attacks; specifically, extend strategy previously applied sensor based an optimization-based technique called Lyapunov-based economic model predictive (LEMPC) to detect impacting action by when state measurements provided controller are accurate. Closed-loop stability guarantees rigorously derived. A continuous stirred tank reactor is simulated elucidate aspects proposed.
منابع مشابه
Disturbance Handling in Economic Model Predictive Control
Economic model predictive control (EMPC) is a recent development of MPC where the usual quadratic objective is replaced by an economic objective reflecting the real cost of operation (Ellis et al., 2014). The target in EMPC is hence to directly minimize the cost of operation whereas the usual target in MPC is to keep the process close to a predetermined steady-state or trajectory (sometimes det...
متن کاملLyapunov Function for Periodic Economic Optimizing Model Predictive Control
Model Predictive Control (MPC) schemes are commonly using reference-tracking cost functions, which have attractive properties in terms of stability and numerical implementation. However, many control applications have clear economic objectives that can be used directly as the NMPC cost function. Such NMPC schemes are labelled Economic NMPC. Unfortunately, Economic NMPC schemes suffer from some ...
متن کاملSmart Manufacturing: Handling Preventive Actuator Maintenance and Economics Using Model Predictive Control
Integrating components and systems of the manufacturing process is an important area of research to enable the future development and deployment of the Smart Manufacturing paradigm. An economic model predictive control (EMPC) scheme is proposed that effectively integrates scheduled preventive control actuator maintenance, process economics, and process control into a unified methodology. To acc...
متن کاملA Control of an Electromagnetic Actuator Using Model Predictive Control
In permanent magnetic machines the nonlinearity due to the quadratic terms of the current makes difficulties in the control system. In order to cancel the nonlinearity, a strategy based on a pre-compensation action, which is conceived through two input partition matrices is presented. After canceling the nonlinearity a Model Predictive Control is used to obtain a positioning of the actuator. Si...
متن کاملEconomic Model Predictive Control of Nonlinear Process Systems Using Lyapunov Techniques
In this work, we develop model predictive control (MPC) designs, which are capable of optimizing closed-loop performance with respect to general economic considerations for a broad class of nonlinear process systems. Specifically, in the proposed designs, the economic MPC optimizes a cost function, which is related directly to desired economic considerations and is not necessarily dependent on ...
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: IFAC-PapersOnLine
سال: 2022
ISSN: ['2405-8963', '2405-8971']
DOI: https://doi.org/10.1016/j.ifacol.2022.07.491