Hsiao-Dong Chiang

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 39

Top Topics

Distribution Networks

Dynamical Systems

Stability Analysis

Top Venues

IEEE Trans. Autom. Control.

Int. J. Bifurc. Chaos

Publications

Xian-Long Lv, Hsiao-Dong Chiang
Visual clustering network-based intelligent power lines inspection system. Eng. Appl. Artif. Intell. 129 (2024)
Wei Tian, Hsiao-Dong Chiang, Dong Liang
Toward User-Centered Bounded State Estimation in Power Grids: Theory and Method. IEEE Trans. Circuits Syst. II Express Briefs 71 (6) (2024)
Xian-Long Lv, Hsiao-Dong Chiang, Yong-Feng Zhang
A novel consensus PSO-assisted trajectory unified and trust-tech methodology for DNN training and its applications. Neural Comput. Appl. 35 (30) (2023)
Xian-Long Lv, Hsiao-Dong Chiang, Bin Wang, Yong-Feng Zhang
TJU-DNN: A trajectory-unified framework for training deep neural networks and its applications. Neurocomputing 520 (2023)
Zhiyong Hao, Hsiao-Dong Chiang, Bin Wang
TRUST-TECH-Based Systematic Search for Multiple Local Optima in Deep Neural Nets. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Xian-Long Lv, Hsiao-Dong Chiang, Na Dong
Automatic DNN architecture design using CPSOTJUTT for power system inspection. J. Big Data 10 (1) (2023)
Zhi-Yuan Wang, Hsiao-Dong Chiang
On the Pseudo-Bifurcation of Non-Convexity in the Feasible Region of AC Optimal Power Flow. IEEE Trans. Circuits Syst. II Express Briefs 69 (4) (2022)
Yong-Feng Zhang, Hsiao-Dong Chiang, Yun-Fei Qu, Xiao Zhang
TRUST-TECH Assisted GA-SVM Ensembles and Its Applications. NCAA (1) (2022)
Yong-Feng Zhang, Hsiao-Dong Chiang, Tao Wang
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. 52 (1) (2022)
Dong Liang, Lin Zeng, Hsiao-Dong Chiang
Simultaneous Identification and Correction of Multiple Network Parameter Errors by Mixed-Effects Models. IEEE Trans. Control. Netw. Syst. 9 (2) (2022)
Lin Zeng, Hsiao-Dong Chiang, Dong Liang, Mingchao Xia, Na Dong
Trust-Tech Source-Point Method for Systematically Computing Multiple Local Optimal Solutions: Theory and Method. IEEE Trans. Cybern. 52 (11) (2022)
Jia Su, Hsiao-Dong Chiang, Yuan Zeng, Ning Zhou
Toward Complete Characterization of the Steady-State Security Region for the Electricity-Gas Integrated Energy System. IEEE Trans. Smart Grid 12 (4) (2021)
Zhiyong Hao, Yixuan Jiang, Huihua Yu, Hsiao-Dong Chiang
Adaptive Learning Rate and Momentum for Training Deep Neural Networks. ECML/PKDD (3) (2021)
Luís Fernando Costa Alberto, Daniel S. Siqueira, Newton Geraldo Bretas, Hsiao-Dong Chiang
Generalized Energy Functions for a Class of Third-Order Nonlinear Dynamical Systems. IEEE Trans. Autom. Control. 66 (7) (2021)
Lin Zeng, Hsiao-Dong Chiang, Tao Wang
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 68 (7) (2021)
Elaine Santos Dias, Luís Fernando Costa Alberto, Fabíolo Moraes Amaral, Hsiao-Dong Chiang
Toward a Comprehensive Theory for Stability Regions of a Class of Nonlinear Discrete Dynamical Systems. IEEE Trans. Autom. Control. 66 (9) (2021)
Zhiyong Hao, Yixuan Jiang, Huihua Yu, Hsiao-Dong Chiang
Adaptive Learning Rate and Momentum for Training Deep Neural Networks. CoRR (2021)
Yong-Feng Zhang, Hsiao-Dong Chiang
Enhanced ELITE-Load: A Novel CMPSOATT Methodology Constructing Short-Term Load Forecasting Model for Industrial Applications. IEEE Trans. Ind. Informatics 16 (4) (2020)
Zhi-Yuan Wang, Hsiao-Dong Chiang
Analytical Results on the Non-Convexity of Lossy Optimal Power Flow Models. ISCAS (2020)
Zhongke Gao, Yanli Li, Yuxuan Yang, Xinmin Wang, Na Dong, Hsiao-Dong Chiang
A GPSO-optimized convolutional neural networks for EEG-based emotion recognition. Neurocomputing 380 (2020)
Shuo Wang, Hsiao-Dong Chiang
Constrained Multiobjective Nonlinear Optimization: A User Preference Enabling Method. IEEE Trans. Cybern. 49 (7) (2019)
Chu-Yang Jiang, Hsiao-Dong Chiang
Pseudo-Pitchfork Bifurcation of Feasible Regions in Power Systems. Int. J. Bifurc. Chaos 28 (1) (2018)
Yong-Feng Zhang, Hsiao-Dong Chiang, Jia Su
Feasible Region of Coupling Multi-Energy System: Modeling, Characterization and Visualization. SmartGridComm (2018)
Hsiao-Dong Chiang, Tao Wang
Novel Homotopy Theory for Nonlinear Networks and Systems and Its Applications to Electrical Grids. IEEE Trans. Control. Netw. Syst. 5 (3) (2018)
Guo Li, Hsiao-Dong Chiang
Toward Cost-Oriented Forecasting of Wind Power Generation. IEEE Trans. Smart Grid 9 (4) (2018)
Shuo Wang, Hsiao-Dong Chiang
Multi-Objective Look-Ahead Power Dispatch with Renewables: The User Preference Enabling Method and Theory. ISCAS (2018)
Chongtao Li, Hsiao-Dong Chiang, Zhengchun Du
Online Line Switching Method for Enhancing the Small-Signal Stability Margin of Power Systems. IEEE Trans. Smart Grid 9 (5) (2018)
Xiaozhe Wang, Tao Wang, Hsiao-Dong Chiang, Jianhui Wang, Hui Liu
A Framework for Dynamic Stability Analysis of Power Systems With Volatile Wind Power. IEEE J. Emerg. Sel. Topics Circuits Syst. 7 (3) (2017)
Xiaozhe Wang, Tao Wang, Hsiao-Dong Chiang, Jianhui Wang, Hui Liu
A Framework for Dynamic Stability Analysis of Power Systems with Volatile Wind Power. CoRR (2017)
Xuexia Zhang, Hsiao-Dong Chiang, Weirong Chen
TRUST-TECH-enhanced differential evolution methodology for box-constrained nonlinear optimisation. Int. J. Bio Inspired Comput. 10 (1) (2017)
Thanh Long Vu, Spyros Chatzivasileiadis, Hsiao-Dong Chiang, Konstantin S. Turitsyn
Structural Emergency Control Paradigm. IEEE J. Emerg. Sel. Topics Circuits Syst. 7 (3) (2017)
Yong-Feng Zhang, Hsiao-Dong Chiang
A Novel Consensus-Based Particle Swarm Optimization-Assisted Trust-Tech Methodology for Large-Scale Global Optimization. IEEE Trans. Cybern. 47 (9) (2017)
Xiaozhe Wang, Hsiao-Dong Chiang
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. 4 (3) (2017)
Thanh Long Vu, Spyros Chatzivasileiadis, Hsiao-Dong Chiang, Konstantin S. Turitsyn
Structural emergency control for power grids. ACC (2017)
Tao Wang, Hsiao-Dong Chiang, Ryuya Tanabe
Toward a flexible scenario generation tool for stochastic renewable energy analysis. PSCC (2016)
Hsiao-Dong Chiang, Tao Wang
On the Number and Types of Unstable Equilibria in Nonlinear Dynamical Systems With Uniformly-Bounded Stability Regions. IEEE Trans. Autom. Control. 61 (2) (2016)
Thanh Long Vu, Spyros Chatzivasileiadis, Hsiao-Dong Chiang, Konstantin S. Turitsyn
Structural Emergency Control Paradigm. CoRR (2016)
Tao Wang, Hsiao-Dong Chiang
On the Number of Unstable Equilibrium Points on Spatially-Periodic Stability Boundary. IEEE Trans. Autom. Control. 61 (9) (2016)
Tao Wang, Hsiao-Dong Chiang
On the Number of System Separations in Electric Power Systems. IEEE Trans. Circuits Syst. I Regul. Pap. (5) (2016)
Hsiao-Dong Chiang, Tao Wang
On the continuation-path uniqueness of homotopy enhanced power flow method for general distribution networks with distributed generators. ISCAS (2015)
Jiao-Jiao Deng, Hsiao-Dong Chiang, Tian-Qi Zhao
Newton Method and Trajectory-Based Method for Solving Power Flow Problems: Nonlinear Studies. Int. J. Bifurc. Chaos 25 (6) (2015)
Tao Wang, Hsiao-Dong Chiang
Neighboring Stable Equilibrium Points in Spatially-Periodic Nonlinear Dynamical Systems: Theory and Applications. IEEE Trans. Autom. Control. 60 (9) (2015)
Thanh Long Vu, Hsiao-Dong Chiang, Konstantin S. Turitsyn
Smart Transmission Network Emergency Control. CoRR (2015)
Hsiao-Dong Chiang, Tao Wang
On the number of system separations in power system. ISCAS (2015)
Hsiao-Dong Chiang, Tao Wang
A Novel TRUST-TECH Guided Branch-and-Bound Method for Nonlinear Integer Programming. IEEE Trans. Syst. Man Cybern. Syst. 45 (10) (2015)
Xiaozhe Wang, Hsiao-Dong Chiang, Jianhui Wang, Hui Liu, Tao Wang
Long-Term Stability Analysis of Power Systems with Wind Power Based on Stochastic Differential Equations: Model Development and Foundations. CoRR (2015)
Lei Wang, Hsiao-Dong Chiang
Toward Online Control of Local Bifurcation in Power Systems via Network Topology Optimization. Int. J. Bifurc. Chaos 25 (12) (2015)
Hao Sheng, Hsiao-Dong Chiang, Yan-Feng Jiang
Local Bifurcations of Electric Distribution Networks with Renewable Energy. Int. J. Bifurc. Chaos 24 (7) (2014)
Xiaozhe Wang, Hsiao-Dong Chiang
Quasi steady-state model for power system stability: Limitations, analysis and a remedy. PSCC (2014)
Xiaozhe Wang, Hsiao-Dong Chiang
Application of Pseudo-Transient Continuation Method in Dynamic Stability Analysis. CoRR (2014)
Tao Wang, Hsiao-Dong Chiang
On the Global Convergence of a Class of Homotopy Methods for Nonlinear Circuits and Systems. IEEE Trans. Circuits Syst. II Express Briefs (11) (2014)
Hsiao-Dong Chiang, Tian-Qi Zhao, Jiao-Jiao Deng, Kaoru Koyanagi
Convergence/divergence analysis of implicit Z-bus power flow for general distribution networks. ISCAS (2014)
Xiaozhe Wang, Hsiao-Dong Chiang
Quasi Steady-State Model for Power System Stability: Limitations, Analysis and a Remedy. CoRR (2014)
Xiaozhe Wang, Hsiao-Dong Chiang
Analytical Studies of Quasi Steady-State Model in Power System Long-Term Stability Analysis. IEEE Trans. Circuits Syst. I Regul. Pap. (3) (2014)
Xiaozhe Wang, Hsiao-Dong Chiang
Numerical Investigations on Quasi Steady-State Model for Voltage Stability: Limitations and Nonlinear Analysis. CoRR (2013)
Jiao-Jiao Deng, Hsiao-Dong Chiang
Convergence Region of Newton Iterative Power Flow Method: Numerical Studies. J. Appl. Math. 2013 (2013)
Jiao-Jiao Deng, Tian-Qi Zhao, Hsiao-Dong Chiang, Yong Tang, Yi Wang
Convergence regions of Newton method in power flow studies: Numerical studies. ISCAS (2013)
Yan-Feng Jiang, Hsiao-Dong Chiang
Saddle-node bifurcation in three-phase unbalanced distribution networks with distributed generators. ISCAS (2013)
Luís F. C. Alberto, Warut Suampun, Hsiao-Dong Chiang
Towards development of a CUEP method for Network-preserving power system models. ISCAS (2013)
Xiaozhe Wang, Hsiao-Dong Chiang
Some issues with Quasi-Steady State Model in Long-term Stability. CoRR (2013)
Xiaozhe Wang, Hsiao-Dong Chiang
Analytical Studies of Quasi Steady-State Model in Power System Long-Term Stability Analysis. CoRR (2013)
Luís F. C. Alberto, Hsiao-Dong Chiang
Characterization of Stability Region for General Autonomous Nonlinear Dynamical Systems. IEEE Trans. Autom. Control. 57 (6) (2012)
Bin Wang, Hsiao-Dong Chiang
ELITE: Ensemble of Optimal Input-Pruned Neural Networks Using TRUST-TECH. IEEE Trans. Neural Networks 22 (1) (2011)
Yi-Shan Zhang, Hsiao-Dong Chiang
Local bifurcation Boundary and Steady-State Security Boundary in Large Electric Power Systems: Numerical Studies. Int. J. Bifurc. Chaos 21 (3) (2011)
Jianzhong Tong, Hsiao-Dong Chiang, Yasuyuki Tada
On-line power system stability screening of practical power system models using TEPCO-BCU. ISCAS (2010)
Chia-Chi Chu, Hsiao-Dong Chiang
Boundary properties of the BCU method for power system transient stability assessment. ISCAS (2010)
Michael Kleinberg, Karen Nan Miu, Hsiao-Dong Chiang
Service Restoration of Power Distribution Systems Incorporating Load Curtailment. ISCAS (2009)
Shao-Hua Li, Hsiao-Dong Chiang
Structure-Induced bifurcation in Large-Scale Electric Power Systems. Int. J. Bifurc. Chaos 18 (5) (2008)
Yinhong Li, Hsiao-Dong Chiang, Hua Li, Yung-Tien Chen, Der-Hua Huang
Applying bifurcation Analysis to Determine Optimal Placements of Measurement Devices for Power System Load Modeling. Int. J. Bifurc. Chaos 18 (7) (2008)
Chandan K. Reddy, Hsiao-Dong Chiang, Bala Rajaratnam
TRUST-TECH-Based Expectation Maximization for Learning Finite Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. 30 (7) (2008)
Yoshihiko Susuki, Takashi Hikihara, Hsiao-Dong Chiang
Discontinuous Dynamics of Electric Power System With DC Transmission: A Study on DAE System. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2008)
Hsiao-Dong Chiang, Chandan K. Reddy
TRUST-TECH Based Neural Network Training. IJCNN (2007)
Luís F. C. Alberto, Hsiao-Dong Chiang
Uniform Approach for Stability Analysis of Fast Subsystem of Two-Time Scale Nonlinear Systems. Int. J. Bifurc. Chaos 17 (11) (2007)
Chandan K. Reddy, Yao-Chung Weng, Hsiao-Dong Chiang
Refining motifs by improving information content scores using neighborhood profile search. Algorithms Mol. Biol. 1 (2006)
Chandan K. Reddy, Hsiao-Dong Chiang
A Stability Boundary Based Method for Finding Saddle Points on Potential Energy Surfaces. J. Comput. Biol. 13 (3) (2006)
Chandan K. Reddy, Hsiao-Dong Chiang, Bala Rajaratnam
Stability Region Based Expectation Maximization for Model-based Clustering. ICDM (2006)
Chandan K. Reddy, Hsiao-Dong Chiang
Finding saddle points using stability boundaries. SAC (2005)
Chikashi Nakazawa, Shinji Kitagawa, Yoshikazu Fukuyama, Hsiao-Dong Chiang
A method for searching multiple local optimal solutions of nonlinear optimization problems. ISCAS (5) (2005)
Jaewook Lee, Hsiao-Dong Chiang
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 (4) (2004)
Jaewook Lee, Hsiao-Dong Chiang
A dynamical trajectory-based methodology for systematically computing multiple optimal solutions of general nonlinear programming problems. IEEE Trans. Autom. Control. 49 (6) (2004)
Jaewook Lee, Hsiao-Dong Chiang
A trajectory-based methodology for systematically computing multiple optimal solutions of general nonlinear programming problems. ISCAS (3) (2001)
Jaewook Lee, Hsiao-Dong Chiang
Computation of multiple type-one equilibrium points on the stability boundary using generalized fixed-point homotopy methods. ISCAS (3) (2001)
Jaewook Lee, Hsiao-Dong Chiang
Quotient gradient methods for solving constraint satisfaction problems. ISCAS (3) (2001)
Jaewook Lee, Hsiao-Dong Chiang
Convergent regions of Newton homotopy methods for nonlinear systems: theory and computational applications. ISCAS (2000)
Jaewook Lee, Hsiao-Dong Chiang
Stability regions of non-hyperbolic dynamical systems: theory and optimal estimation. ISCAS (2000)
Jaewook Lee, Hsiao-Dong Chiang
Constructive homotopy methods for finding all or multiple DC operating points of nonlinear circuits and systems. ISCAS (2000)
Chia-Chi Chu, Hsiao-Dong Chiang, James S. Thorp
An Investigation of Invariant Properties of Unstable Equilibrium Points on the Stability Boundary for Simple Power System Models. ISCAS (1995)
Hsiao-Dong Chiang, Chia-Chi Chu
A Systematic Search Method for Obtaining Multiple Local Optimal Solutions of Nonlinear Programming Problems. ISCAS (1994)
Jin Lu, Hsiao-Dong Chiang, James S. Thorp
Eigenstructure assignment by decentralized feedback control. IEEE Trans. Autom. Control. 38 (4) (1993)
René Jean-Jumeau, Hsiao-Dong Chiang
A novel characterization of saddle-node bifurcation points for general nonlinear systems with decoupled parameters. ISCAS (1993)
Hsiao-Dong Chiang, Lazhar Fekih-Ahmed
Persistence of saddle-node bifurcations for general nonlinear systems under unmodeled dynamics and applications. ISCAS (1993)