A scenario-based stochastic optimization approach for non-intrusive appliance load monitoring
In this paper an energy disaggregation problem, commonly studied as “non-intrusive load
monitoring”, is presented. Non-intrusive load monitoring is a procedure for estimating the …
monitoring”, is presented. Non-intrusive load monitoring is a procedure for estimating the …
Exact and heuristic methods with warm-start for embedded mixed-integer quadratic programming based on accelerated dual gradient projection
VV Naik, A Bemporad - arXiv preprint arXiv:2101.09264, 2021 - arxiv.org
Small-scale Mixed-Integer Quadratic Programming (MIQP) problems often arise in
embedded control and estimation applications. Driven by the need for algorithmic simplicity …
embedded control and estimation applications. Driven by the need for algorithmic simplicity …
Online end-use energy disaggregation via jump linear models
This paper presents two iterative algorithms for non-intrusive appliance load monitoring,
which aims to decompose the aggregate power consumption only measured at the …
which aims to decompose the aggregate power consumption only measured at the …
Direct identification of continuous-time linear switched state-space models
This paper presents an algorithm for direct continuous-time (CT) identification of linear
switched state-space (LSS) models. The key idea for direct CT identification is based on an …
switched state-space (LSS) models. The key idea for direct CT identification is based on an …
Learning virtual sensors for estimating the scheduling signal of parameter-varying systems
D Masti, D Bernardini… - 2019 27th Mediterranean …, 2019 - ieeexplore.ieee.org
We propose a novel data-driven virtual sensor architecture to reconstruct an unmeasurable
scheduling signal of a parameter-varying system from input/output measurements. The key …
scheduling signal of a parameter-varying system from input/output measurements. The key …
Towards automated data-driven modeling of linear parameter-varying systems
MD Mejari - 2018 - e-theses.imtlucca.it
The Linear Parameter-Varying (LPV) paradigm represents a natural extension of the
classical Linear Time-Invariant (LTI) framework. By virtue of the so-called scheduling signal …
classical Linear Time-Invariant (LTI) framework. By virtue of the so-called scheduling signal …
[PDF][PDF] Prepoznavanje prisotnosti toplotnih črpalk pri odjemalcih na podlagi 15-minutnih meritev porabe energije.
V Ažbe, J Fortunat - Electrotechnical Review/Elektrotehniski Vestnik, 2021 - ev.fe.uni-lj.si
Namen članka je predstaviti način prepoznavanja prisotnosti toplotnih črpalk pri odjemalcih.
To poznavanje je pomemben podatek za upravljalca omrežja, ker toplotne črpalke kot veliki …
To poznavanje je pomemben podatek za upravljalca omrežja, ker toplotne črpalke kot veliki …