دورية أكاديمية
Economic MPC of nonlinear systems with nonmonotonic Lyapunov functions and its application to HVAC control
| العنوان: | Economic MPC of nonlinear systems with nonmonotonic Lyapunov functions and its application to HVAC control |
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| المؤلفون: | Wang, Zheming, Hu, Guoqiang |
| المساهمون: | Nanyang Technological University |
| المصدر: | International Journal of Robust and Nonlinear Control, Vol. 28, no.6, p. 2513-2527 (2018) |
| بيانات النشر: | Wiley |
| سنة النشر: | 2018 |
| المجموعة: | DIAL@UCL (Université catholique de Louvain) |
| مصطلحات موضوعية: | Control and Systems Engineering, Mechanical Engineering, Electrical and Electronic Engineering, Industrial and Manufacturing Engineering, General Chemical Engineering, Aerospace Engineering, Biomedical Engineering |
| الوصف: | This paper proposes a Lyapunovâ€based economic model predictive control (MPC) scheme for nonlinear systems with nonmonotonic Lyapunov functions. Relaxed Lyapunovâ€based constraints are used in the MPC formulation to improve the economic performance. These constraints will enforce a Lyapunov decrease after every few steps. Recursive feasibility and asymptotical convergence to the steady state can be achieved using Lyapunovâ€like stability analysis. The proposed economic MPC can be applied to minimize energy consumption in heating ventilation and air conditioning control of commercial buildings. The Lyapunovâ€based constraints in the online MPC problem enable the tracking of the desired setâ€point temperature. The performance is demonstrated by a virtual building composed of 2 adjacent zones. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| تدمد: | 1049-8923 |
| العلاقة: | boreal:241804; http://hdl.handle.net/2078/241804Test; urn:ISSN:1049-8923 |
| DOI: | 10.1002/rnc.4033 |
| الإتاحة: | https://doi.org/10.1002/rnc.4033Test http://hdl.handle.net/2078/241804Test |
| رقم الانضمام: | edsbas.8F32B007 |
| قاعدة البيانات: | BASE |
| تدمد: | 10498923 |
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| DOI: | 10.1002/rnc.4033 |