Distributed Learning of Neural Lyapunov Functions for Large-Scale Networked Dissipative Systems [PDF]
, 2022 This paper considers the problem of characterizing the stability region of a large-scale networked system comprised of dissipative nonlinear subsystems, in a distributed and computationally tractable way.
Huang, Tong +4 more
core +1 more source
An efficient deep learning model for brain tumour detection with privacy preservation
CAAI Transactions on Intelligence Technology, EarlyView., 2023 Abstract Internet of medical things (IoMT) is becoming more prevalent in healthcare applications as a result of current AI advancements, helping to improve our quality of life and ensure a sustainable health system. IoMT systems with cutting‐edge scientific capabilities are capable of detecting, transmitting, learning and reasoning.
Mujeeb Ur Rehman +8 more
wiley +1 more source
Stabilization, Lyapunov functions, and dissipation [PDF]
, 2010 For linear time-invariant systems any stabilizing controller for a given plant can be associated with a supply rate with respect to which the plant in open-loop is half-line dissipative.
C. Kojima +3 more
core +1 more source
Distributed wireless network resource optimisation method based on mobile edge computing
IET Networks, EarlyView., 2022 This paper mainly compares the network ranking leader, consumption amount and network signal reception of the three algorithms. The study found that in terms of network sort captain, there are significant differences between the CPLEX algorithm, the CCST algorithm, and edge computing methods. The CCST algorithm and edge computing have little difference
Jiongting Jiang +4 more
wiley +1 more source
Group and total dissipativity and stability of multi-equilibria hybrid automata [PDF]
, 2013 Complex systems, which consist of different interdependent and interlocking subsystems, typically have multiple equilibrium points associated with different set points of each operation mode.
Navarro-López, Eva M. +7 more
core +1 more source
Compositional stability criteria based on cyclically neutral supply conditions [PDF]
, 2022 In this paper we consider stability of large scale interconnected nonlinear systems that satisfy a strict dissipativity property in terms of local storage and supply functions.
Lazar, Mircea
core +1 more source
Strictifying storage functions for autonomous discrete-time systems using observers (long version)
International audienceThis paper addresses the strictification of storage functions for autonomous discrete-time nonlinear systems. Given a storage function that does not increase along solutions, we present conditions under which we can construct an ...
Postoyan, Romain +3 more
core +5 more sources
, 2015 A cascaded dc-dc boost converter is one of the ways to integrate hybrid battery types within a grid-tie inverter. Due to the presence of different battery parameters within the system such as, state-of-charge and/or capacity, a module-based distributed ...
Dani Strickland (3831724) +1 more
core +6 more sources
Stabilization of discrete–time nonlinear systems based on control dissipation functions
, 2021 This paper develops a dissipativity–based framework for synthesis of stabilizing controllers for discrete–time nonlinear systems subject to state/input constraints.
Mircea Lazar, Lazar, Mircea
core +1 more source
Distributed Economic Control Method for Energy Storage Unit with Random Time Delay
, 2023 The operation cost waste in the charge and discharge process cannot be ignored for islanded microgrids with energy storage units. Different from the economic dispatch methods focused on the power pricing and bid coefficient in the tertiary control layer,
Jing Chen +3 more
core +1 more source