MPC approaches for modulating air-to-water heat pumps in radiant-floor buildings
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Different from conventional linearization methods such as Taylor series and Carleman approaches, the linear system (13) is obtained without a concrete mathematical model and is effective in the whole set D_x, not only locally around equilibrium points.
“Different from conventional linearization methods, such as Taylor series [29], [47] and Carleman approaches [48], the linear system (13) is obtained without concrete mathematical model. Besides, it is effective in the whole set D x , not only locally around equilibrium points.”
From Incremental Model Predictive Control Exploiting Time-Delay Estimation for a Robot Manipulator (2022) · cites this paper as [47]
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Yao, Y., & Shekhar, D. K. (2021) · Building and Environment · doi:10.1016/j.buildenv.2021.107952 · Cited by 447 · see citing works
Incremental Model Predictive Control Exploiting Time-Delay Estimation for a Robot Manipulator
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Robust MPC with data-driven demand forecasting for frequency regulation with heat pumps
Bünning, F., Warrington, J., Heer, P., Smith, R. S., & Lygeros, J. (2022) · Control Engineering Practice · doi:10.1016/j.conengprac.2022.105101 · Cited by 47 · see citing works
- Authors
- Rastegarpour, S., Gros, S., & Ferrarini, L.
- Affiliations
- Politecnico di Milano (IT)
- Corresponding author
- Ferrarini, Luca
- Venue
- Control Engineering Practice
- Publisher
- Elsevier BV
- Published
- 2020-02
- Volume
- 95
- Pages
- 104209
- ISSN
- 0967-0661 (ISSN-L)
- OpenAlex
- W2984627899
- Cited by
- 48
- References
- 34
- Citations by year
- 2026: 6 · 2025: 5 · 2024: 9 · 2023: 5 · 2022: 10 · 2021: 7 · 2020: 6
- FWCI
- 3.85
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Control Engineering Practice (publishedVersion)
- Virtual Community of Pathological Anatomy (University of Castilla La Mancha) (submittedVersion)
- Topics
- Physical Sciences › Engineering › Building and Construction › Building Energy and Comfort Optimization
- Physical Sciences › Engineering › Control and Systems Engineering › Advanced Control Systems Optimization
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Integrated Energy Systems Optimization
- Keywords
- model predictive control, air-to-water heat pump, radiant floor heating, nonlinear model predictive control, temperature control, water tanks, energy efficiency, thermal comfort, robustness analysis, heat pump efficiency, reference trajectory
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