Matches in SemOpenAlex for { <https://semopenalex.org/work/W1518890046> ?p ?o ?g. }
- W1518890046 abstract "Systems in engineering such as power systems, telecommunication systems, and distributed control systems are becoming more complex and interconnected. Many of these systems are part of the foundation of modern society and their seamless operation is paramount. However, the increasing complexity and size of the systems poses real engineering challenges (in maintaining stability of the electrical power grid, increasing data throughput of telecommunication networks, etc.). These systems cannot be operated, designed, and maintained without the help of models. System identification is the art of constructing a model of a system from a given set of measurements. However, the field of system identification is primarily focused on identifying open and closed-loop systems. Recently, there has been a move to considering more complex interconnection structures, enabling the application of system identification tools to a larger variety of systems. In this thesis methods to consistently identify modules embedded in a dynamic network with known interconnection structure (topology) are developed. Thus, for example, using the tools developed in this thesis it is possible to estimate the dynamics of a power station (or an aggregate of generators such as wind, solar, etc.) given measurements taken during regular operation of the power grid. The resulting model enables operators of the grid to make better informed decisions and predictions about the grid. The tools developed in this thesis are quite general can be applied under a wide variety of conditions (such as the presence of process noise and sensor noise for instance). Consequently, it is expected that these methods can even be applied to a large variety of systems outside the engineering domain such as biological and geological systems." @default.
- W1518890046 created "2016-06-24" @default.
- W1518890046 creator A5068897743 @default.
- W1518890046 date "2014-09-04" @default.
- W1518890046 modified "2023-09-23" @default.
- W1518890046 title "System Identification in Dynamic Networks" @default.
- W1518890046 cites W106600360 @default.
- W1518890046 cites W145994340 @default.
- W1518890046 cites W1501067608 @default.
- W1518890046 cites W1515361063 @default.
- W1518890046 cites W1519532587 @default.
- W1518890046 cites W1526120274 @default.
- W1518890046 cites W1536997931 @default.
- W1518890046 cites W1542500160 @default.
- W1518890046 cites W1544806549 @default.
- W1518890046 cites W1554453717 @default.
- W1518890046 cites W1557573005 @default.
- W1518890046 cites W1578740078 @default.
- W1518890046 cites W1582212298 @default.
- W1518890046 cites W1605182429 @default.
- W1518890046 cites W1658636934 @default.
- W1518890046 cites W167008880 @default.
- W1518890046 cites W1763243278 @default.
- W1518890046 cites W1799925226 @default.
- W1518890046 cites W1868559974 @default.
- W1518890046 cites W1923769013 @default.
- W1518890046 cites W1963504643 @default.
- W1518890046 cites W1964648377 @default.
- W1518890046 cites W1965324089 @default.
- W1518890046 cites W1966296768 @default.
- W1518890046 cites W1967632955 @default.
- W1518890046 cites W1969224205 @default.
- W1518890046 cites W1970140665 @default.
- W1518890046 cites W1972751662 @default.
- W1518890046 cites W1974637237 @default.
- W1518890046 cites W1977481407 @default.
- W1518890046 cites W1977970689 @default.
- W1518890046 cites W1978282180 @default.
- W1518890046 cites W1978570803 @default.
- W1518890046 cites W1980532785 @default.
- W1518890046 cites W1981502496 @default.
- W1518890046 cites W1983224659 @default.
- W1518890046 cites W1983569967 @default.
- W1518890046 cites W1985695862 @default.
- W1518890046 cites W1989052297 @default.
- W1518890046 cites W1991906044 @default.
- W1518890046 cites W1995590150 @default.
- W1518890046 cites W1997629397 @default.
- W1518890046 cites W1998358515 @default.
- W1518890046 cites W1998440482 @default.
- W1518890046 cites W2001667451 @default.
- W1518890046 cites W2006250902 @default.
- W1518890046 cites W2007240904 @default.
- W1518890046 cites W2010307518 @default.
- W1518890046 cites W2011813109 @default.
- W1518890046 cites W2013023676 @default.
- W1518890046 cites W2014394574 @default.
- W1518890046 cites W2017305682 @default.
- W1518890046 cites W2018146940 @default.
- W1518890046 cites W2018340547 @default.
- W1518890046 cites W2019386376 @default.
- W1518890046 cites W2020109436 @default.
- W1518890046 cites W2021085610 @default.
- W1518890046 cites W2021636189 @default.
- W1518890046 cites W2023061932 @default.
- W1518890046 cites W2025026306 @default.
- W1518890046 cites W2025301429 @default.
- W1518890046 cites W2029018540 @default.
- W1518890046 cites W2029270709 @default.
- W1518890046 cites W2033028754 @default.
- W1518890046 cites W2033111850 @default.
- W1518890046 cites W2033735082 @default.
- W1518890046 cites W2034046721 @default.
- W1518890046 cites W2034989978 @default.
- W1518890046 cites W2035039148 @default.
- W1518890046 cites W2038169347 @default.
- W1518890046 cites W2041495396 @default.
- W1518890046 cites W2044880819 @default.
- W1518890046 cites W2046387633 @default.
- W1518890046 cites W2046734354 @default.
- W1518890046 cites W2049089220 @default.
- W1518890046 cites W2049791981 @default.
- W1518890046 cites W2052798235 @default.
- W1518890046 cites W2052931524 @default.
- W1518890046 cites W2055133453 @default.
- W1518890046 cites W2061028162 @default.
- W1518890046 cites W2069100655 @default.
- W1518890046 cites W2070219549 @default.
- W1518890046 cites W2070581214 @default.
- W1518890046 cites W2074889884 @default.
- W1518890046 cites W2076114583 @default.
- W1518890046 cites W2077083618 @default.
- W1518890046 cites W2083804345 @default.
- W1518890046 cites W2083995453 @default.
- W1518890046 cites W2084605923 @default.
- W1518890046 cites W2086298214 @default.
- W1518890046 cites W2087638676 @default.
- W1518890046 cites W2088253597 @default.
- W1518890046 cites W2089575320 @default.
- W1518890046 cites W2090161814 @default.