Hsiao-Dong Chiang

Orcid: 0000-0003-0769-5071

According to our database1, Hsiao-Dong Chiang authored at least 87 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 1997, "For contributions to the direct methods to power systems stability analysis and to the development of nonlinear systems.".

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Toward User-Centered Bounded State Estimation in Power Grids: Theory and Method.
IEEE Trans. Circuits Syst. II Express Briefs, June, 2024

Visual clustering network-based intelligent power lines inspection system.
Eng. Appl. Artif. Intell., 2024

2023
Automatic DNN architecture design using CPSOTJUTT for power system inspection.
J. Big Data, December, 2023

A novel consensus PSO-assisted trajectory unified and trust-tech methodology for DNN training and its applications.
Neural Comput. Appl., October, 2023

TRUST-TECH-Based Systematic Search for Multiple Local Optima in Deep Neural Nets.
IEEE Trans. Neural Networks Learn. Syst., July, 2023

TJU-DNN: A trajectory-unified framework for training deep neural networks and its applications.
Neurocomputing, 2023

2022
A Novel TRUST-TECH-Enabled Trajectory-Unified Methodology for Computing Multiple Optimal Solutions of Constrained Nonlinear Optimization: Theory and Computation.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Trust-Tech Source-Point Method for Systematically Computing Multiple Local Optimal Solutions: Theory and Method.
IEEE Trans. Cybern., 2022

Simultaneous Identification and Correction of Multiple Network Parameter Errors by Mixed-Effects Models.
IEEE Trans. Control. Netw. Syst., 2022

On the Pseudo-Bifurcation of Non-Convexity in the Feasible Region of AC Optimal Power Flow.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

TRUST-TECH Assisted GA-SVM Ensembles and Its Applications.
Proceedings of the Neural Computing for Advanced Applications, 2022

2021
Toward Complete Characterization of the Steady-State Security Region for the Electricity-Gas Integrated Energy System.
IEEE Trans. Smart Grid, 2021

A Pairwise Convex Hull Approach for Effective Representation of Uncertainty for System Analysis and Its Application to Power Grids.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

Toward a Comprehensive Theory for Stability Regions of a Class of Nonlinear Discrete Dynamical Systems.
IEEE Trans. Autom. Control., 2021

Generalized Energy Functions for a Class of Third-Order Nonlinear Dynamical Systems.
IEEE Trans. Autom. Control., 2021

Adaptive Learning Rate and Momentum for Training Deep Neural Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020
Enhanced ELITE-Load: A Novel CMPSOATT Methodology Constructing Short-Term Load Forecasting Model for Industrial Applications.
IEEE Trans. Ind. Informatics, 2020

A GPSO-optimized convolutional neural networks for EEG-based emotion recognition.
Neurocomputing, 2020

Analytical Results on the Non-Convexity of Lossy Optimal Power Flow Models.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019
Constrained Multiobjective Nonlinear Optimization: A User Preference Enabling Method.
IEEE Trans. Cybern., 2019

2018
Online Line Switching Method for Enhancing the Small-Signal Stability Margin of Power Systems.
IEEE Trans. Smart Grid, 2018

Toward Cost-Oriented Forecasting of Wind Power Generation.
IEEE Trans. Smart Grid, 2018

Novel Homotopy Theory for Nonlinear Networks and Systems and Its Applications to Electrical Grids.
IEEE Trans. Control. Netw. Syst., 2018

Pseudo-Pitchfork Bifurcation of Feasible Regions in Power Systems.
Int. J. Bifurc. Chaos, 2018

Feasible Region of Coupling Multi-Energy System: Modeling, Characterization and Visualization.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Multi-Objective Look-Ahead Power Dispatch with Renewables: The User Preference Enabling Method and Theory.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017
A Novel Consensus-Based Particle Swarm Optimization-Assisted Trust-Tech Methodology for Large-Scale Global Optimization.
IEEE Trans. Cybern., 2017

A Hybrid Quasi Steady-State Model for Long-Term Stability Analysis of Electric Power Networks: Model Development and Theoretical Basis.
IEEE Trans. Control. Netw. Syst., 2017

TRUST-TECH-enhanced differential evolution methodology for box-constrained nonlinear optimisation.
Int. J. Bio Inspired Comput., 2017

A Framework for Dynamic Stability Analysis of Power Systems With Volatile Wind Power.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2017

Structural Emergency Control Paradigm.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2017

Structural emergency control for power grids.
Proceedings of the 2017 American Control Conference, 2017

2016
On the Number of System Separations in Electric Power Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

On the Number of Unstable Equilibrium Points on Spatially-Periodic Stability Boundary.
IEEE Trans. Autom. Control., 2016

On the Number and Types of Unstable Equilibria in Nonlinear Dynamical Systems With Uniformly-Bounded Stability Regions.
IEEE Trans. Autom. Control., 2016

Toward a flexible scenario generation tool for stochastic renewable energy analysis.
Proceedings of the Power Systems Computation Conference, 2016

2015
Lyapunov Methods in Power System Stability.
Proceedings of the Encyclopedia of Systems and Control, 2015

A Novel TRUST-TECH Guided Branch-and-Bound Method for Nonlinear Integer Programming.
IEEE Trans. Syst. Man Cybern. Syst., 2015

Neighboring Stable Equilibrium Points in Spatially-Periodic Nonlinear Dynamical Systems: Theory and Applications.
IEEE Trans. Autom. Control., 2015

Toward Online Control of Local Bifurcation in Power Systems via Network Topology Optimization.
Int. J. Bifurc. Chaos, 2015

Newton Method and Trajectory-Based Method for Solving Power Flow Problems: Nonlinear Studies.
Int. J. Bifurc. Chaos, 2015

Long-Term Stability Analysis of Power Systems with Wind Power Based on Stochastic Differential Equations: Model Development and Foundations.
CoRR, 2015

Smart Transmission Network Emergency Control.
CoRR, 2015

On the continuation-path uniqueness of homotopy enhanced power flow method for general distribution networks with distributed generators.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

On the number of system separations in power system.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

2014
On the Global Convergence of a Class of Homotopy Methods for Nonlinear Circuits and Systems.
IEEE Trans. Circuits Syst. II Express Briefs, 2014

Analytical Studies of Quasi Steady-State Model in Power System Long-Term Stability Analysis.
IEEE Trans. Circuits Syst. I Regul. Pap., 2014

Local Bifurcations of Electric Distribution Networks with Renewable Energy.
Int. J. Bifurc. Chaos, 2014

Application of Pseudo-Transient Continuation Method in Dynamic Stability Analysis.
CoRR, 2014

Quasi steady-state model for power system stability: Limitations, analysis and a remedy.
Proceedings of the 2014 Power Systems Computation Conference, 2014

Convergence/divergence analysis of implicit Z-bus power flow for general distribution networks.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

2013
Convergence Region of Newton Iterative Power Flow Method: Numerical Studies.
J. Appl. Math., 2013

Numerical Investigations on Quasi Steady-State Model for Voltage Stability: Limitations and Nonlinear Analysis.
CoRR, 2013

Some issues with Quasi-Steady State Model in Long-term Stability.
CoRR, 2013

Saddle-node bifurcation in three-phase unbalanced distribution networks with distributed generators.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Convergence regions of Newton method in power flow studies: Numerical studies.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Towards development of a CUEP method for Network-preserving power system models.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012
Characterization of Stability Region for General Autonomous Nonlinear Dynamical Systems.
IEEE Trans. Autom. Control., 2012

2011
ELITE: Ensemble of Optimal Input-Pruned Neural Networks Using TRUST-TECH.
IEEE Trans. Neural Networks, 2011

Local bifurcation Boundary and Steady-State Security Boundary in Large Electric Power Systems: Numerical Studies.
Int. J. Bifurc. Chaos, 2011

2010
On-line power system stability screening of practical power system models using TEPCO-BCU.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Boundary properties of the BCU method for power system transient stability assessment.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

2009
Service Restoration of Power Distribution Systems Incorporating Load Curtailment.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008
Discontinuous Dynamics of Electric Power System With DC Transmission: A Study on DAE System.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008

TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Applying bifurcation Analysis to Determine Optimal Placements of Measurement Devices for Power System Load Modeling.
Int. J. Bifurc. Chaos, 2008

Structure-Induced bifurcation in Large-Scale Electric Power Systems.
Int. J. Bifurc. Chaos, 2008

2007
Uniform Approach for Stability Analysis of Fast Subsystem of Two-Time Scale Nonlinear Systems.
Int. J. Bifurc. Chaos, 2007

TRUST-TECH Based Neural Network Training.
Proceedings of the International Joint Conference on Neural Networks, 2007

2006
A Stability Boundary Based Method for Finding Saddle Points on Potential Energy Surfaces.
J. Comput. Biol., 2006

Refining motifs by improving information content scores using neighborhood profile search.
Algorithms Mol. Biol., 2006

Stability Region Based Expectation Maximization for Model-based Clustering.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
Finding saddle points using stability boundaries.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

A method for searching multiple local optimal solutions of nonlinear optimization problems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

2004
A singular fixed-point homotopy method to locate the closest unstable equilibrium point for transient stability region estimate.
IEEE Trans. Circuits Syst. II Express Briefs, 2004

A dynamical trajectory-based methodology for systematically computing multiple optimal solutions of general nonlinear programming problems.
IEEE Trans. Autom. Control., 2004

2001
Quotient gradient methods for solving constraint satisfaction problems.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Computation of multiple type-one equilibrium points on the stability boundary using generalized fixed-point homotopy methods.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

A trajectory-based methodology for systematically computing multiple optimal solutions of general nonlinear programming problems.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

2000
Constructive homotopy methods for finding all or multiple DC operating points of nonlinear circuits and systems.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Convergent regions of Newton homotopy methods for nonlinear systems: theory and computational applications.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Stability regions of non-hyperbolic dynamical systems: theory and optimal estimation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

1995
An Investigation of Invariant Properties of Unstable Equilibrium Points on the Stability Boundary for Simple Power System Models.
Proceedings of the 1995 IEEE International Symposium on Circuits and Systems, ISCAS 1995, Seattle, Washington, USA, April 30, 1995

1994
A Systematic Search Method for Obtaining Multiple Local Optimal Solutions of Nonlinear Programming Problems.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994

1993
Eigenstructure assignment by decentralized feedback control.
IEEE Trans. Autom. Control., 1993

A novel characterization of saddle-node bifurcation points for general nonlinear systems with decoupled parameters.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993

Persistence of saddle-node bifurcations for general nonlinear systems under unmodeled dynamics and applications.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993


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