A/Prof. Wei-Yu Chiu

STAFF PROFILE

Position

Associate Professor, Mathematics

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Geelong Waurn Ponds Campus

Contact

weiyu.chiu@deakin.edu.au
+61 3 924 45846

Research interests

Smart Energy Systems

Multiobjective Control 

Teaching interests

Evolutionary Multiobjective Optimization 

Reinforcmeent Leanring 

Machine Learning 

Game Theory

Publications

Filter by

2024

Blockchain-enabled renewable energy certificate trading: A secure and privacy-preserving approach

W Liu, W Chiu, W Hua

(2024), Vol. 290, pp. 1-13, Energy, Amsterdam, The Netherlands, C1

journal article

Deep Reinforcement Learning for Task Assignment and Shelf Reallocation in Smart Warehouses

S Wu, W Chiu, C Wu

(2024), Vol. 12, pp. 58915-58926, IEEE Access, Piscataway, N.J., C1

journal article
2023

Transactive Energy and Flexibility Provision in Multi-microgrids Using Stackelberg Game

Weiqi Hua, Hao Xiao, Wei Pei, Wei-Yu Chiu, Jing Jiang, Hongjian Sun, Peter Matthews

(2023), Vol. 9, pp. 505-515, CSEE Journal of Power and Energy Systems, Piscataway, N.J., C1-1

journal article

Deep Reinforcement Learning for Energy Efficiency Maximization in Cache-Enabled Cell-Free Massive MIMO Networks: Single- and Multi-Agent Approaches

Y Chuang, W Chiu, R Chang, Y Lai

(2023), Vol. 72, pp. 10826-10839, IEEE Transactions on Vehicular Technology, Piscataway, N.J., C1-1

journal article

Quality Diversity Optimization Method for Bilinear Matrix Inequality Problems in Control System Design

S Chen, W Chiu, C Wu

(2023), Vol. 11, pp. 77371-77384, IEEE Access, Piscataway, N.J., C1-1

journal article

A grid-based searching algorithm for observer-based multiobjective control of T-S fuzzy stochastic jump-diffusion systems

Chien-Feng Wu, Chi-Kwang Hwang, Wei-Yu Chiu

(2023), Vol. 17, pp. 1015-1030, IET Control Theory and Applications, Stevenage, Eng., C1-1

journal article

Mixed Compositional Pattern-Producing Network-NeuroEvolution of Augmenting Topologies Method for the Locomotion Control of a Snake-Like Modular Robot

Yu-Lun Song, Wei-Yu Chiu, Shri Manoharan

(2023), pp. 93-100, SICE ISCS : Proceedings of the 10th 2023 International Symposium on Control Systems, Kusatsu, Japan, E1-1

conference
2022

Renewable Energy Bidding Strategies Using Multiagent Q-Learning in Double-Sided Auctions

W Chiu, C Hu, K Chiu

(2022), Vol. 16, pp. 985-996, IEEE Systems Journal, Piscataway, N.J., C1-1

journal article

Multiobjective Demand Response for Internet Data Centers

W Chiu, W Hsieh, C Chen, Y Chuang

(2022), Vol. 6, pp. 365-376, IEEE Transactions on Emerging Topics in Computational Intelligence, Piscataway, N.J., C1-1

journal article

Multiagent Reinforcement Learning for Community Energy Management to Mitigate Peak Rebounds under Renewable Energy Uncertainty

B Lai, W Chiu, Y Tsai

(2022), Vol. 6, pp. 568-579, IEEE Transactions on Emerging Topics in Computational Intelligence, Piscataway, N.J., C1-1

journal article

Deep Reinforcement Learning Based Pricing Strategy of Aggregators Considering Renewable Energy

Y Chuang, W Chiu

(2022), Vol. 6, pp. 499-508, IEEE Transactions on Emerging Topics in Computational Intelligence, Piscataway, N.J., C1-1

journal article

Energy-Efficient Gait Optimization of Snake-Like Modular Robots by Using Multiobjective Reinforcement Learning and a Fuzzy Inference System

Akash Singh, Wei-Yu Chiu, Shri Manoharan, Alexey Romanov

(2022), Vol. 10, pp. 86624-86635, IEEE Access, Piscataway, N.J., C1-1

journal article

Appliance Scheduling Optimisation Method Using Historical Data in Households with RES Generation and Battery Storage Systems

M Correa-Delval, H Sun, P Matthews, W Chiu

(2022), pp. 442-447, REPE 2022 : Proceedings of the 5th International Conference on Renewable Energy and Power Engineering 2022, Beijing, China, E1-1

conference
2021

Modular Reconfigurable Robot Distributed Computing System for Tracking Multiple Objects

A Romanov, M Romanov, S Manko, M Volkova, W Chiu, H Ma, K Chiu

(2021), Vol. 15, pp. 802-813, IEEE Systems Journal, Piscataway, N.J., C1-1

journal article

User Preference-Based Demand Response for Smart Home Energy Management Using Multiobjective Reinforcement Learning

Song-Jen Chen, Wei-Yu Chiu, Wei-Jen Liu

(2021), Vol. 9, pp. 161627-161637, IEEE Access, Piscataway, N.J., C1-1

journal article

A Modular Reconfigurable Robot for Future Autonomous Extraterrestrial Missions

Alexey Romanov, Vladimir Yashunskiy, Wei-Yu Chiu

(2021), Vol. 9, pp. 147809-147827, IEEE Access, Piscataway, N.J., C1-1

journal article

Dynamic Multiobjective Approach for Power and Spectrum Allocation in Cognitive Radio Networks

C Chuang, W Chiu, Y Chuang

(2021), Vol. 15, pp. 5417-5428, IEEE Systems Journal, Piscataway, N.J., C1-1

journal article

Reinforcement Learning Based Electricity Price Controller in Smart Grids

Lin Yi-Hsin, Wei-Yu Chiu

(2021), pp. 1820-1824, ICCAS 2021 : Proceedings of the 21st International Conference on Control, Automation and Systems, South Korea, E1-1

conference

Toward instantaneous frequency of respiration to investigate the risk of internet gaming disorder

Wei-Yu Chiu, Liang-Yu Chen, Hung-Ming Chi, Tzu-Chien Hsiao

(2021), pp. 232-235, EMBC 2021: Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Mexico, E1-1

conference

SABER: Modular Reconfigurable Robot for Industrial Applications

Alexey Romanov, Vladimir Yashunskiy, Wei-Yu Chiu

(2021), pp. 53-59, CASE 2021 : Proceedings of the 17th International Conference on Automation Science and Engineering, Lyon, France, E1-1

conference
2020

Weight Induced Norm Approach to Group Decision Making for Multiobjective Optimization Problems in Systems Engineering

W Chiu, S Manoharan, T Huang

(2020), Vol. 14, pp. 1580-1591, IEEE Systems Journal, Piscataway, N.J., C1-1

journal article

Pareto Optimal Demand Response Based on Energy Costs and Load Factor in Smart Grid

W Chiu, J Hsieh, C Chen

(2020), Vol. 16, pp. 1811-1822, IEEE Transactions on Industrial Informatics, Piscataway, N.J., C1-1

journal article
2019

User-centric multiobjective approach to privacy preservation and energy cost minimization in smart home

H Chang, W Chiu, H Sun, C Chen

(2019), Vol. 13, pp. 1030-1041, IEEE Systems Journal, Piscataway, N.J., C1-1

journal article

Consensus Based Formation Control of Automated Guided Vehicles Using Dynamic Destination Approach

Shri Manoharan, Wei-Yu Chiu

(2019), pp. 902-907, SICE 2019 : Proceedings 58TH annual Conference Society of Instrument and Control Engineers of Japan, JAPAN, Hiroshima, E1-1

conference
2018

Multiobjective optimization for demand side management program in smart grid

D Li, W Chiu, H Sun, H Poor

(2018), Vol. 14, pp. 1482-1490, IEEE Transactions on Industrial Informatics, Piscataway, N.J., C1-1

journal article
2017

Method of Reduction of Variables for Bilinear Matrix Inequality Problems in System and Control Designs

W Chiu

(2017), Vol. 47, pp. 1241-1256, IEEE Transactions on Systems, Man, and Cybernetics: Systems, Piscataway, N.J., C1-1

journal article

Multiobjective optimization for carbon market scheduling based on behavior learning

Dan Li, Weiqi Hua, Hongjian Sun, Wei-Yu Chiu

(2017), Vol. 142, pp. 2089-2094, Energy Procedia, Amsterdam, The Netherlands, C1-1

journal article

A Cross-Layer Design for Power Flow Control in Smart Grids

Wei-Yu Chiu, Guan-Ting Lin

(2017), pp. 1584-1589, ASCC 2017 : Proceedings 11th Conference Asian Control, Gold Coast, Australia, E1-1

conference

Achieving Low Carbon Emission Using Smart Grid Technologies

Dan Li, Hongjian Sun, Wei-Yu Chiu

(2017), pp. 1-5, VTC 2017 : Proceedings 85TH Conference Vehicular Technology, Sydney, Australia, E1-1

conference
2016

Minimum Manhattan Distance Approach to Multiple Criteria Decision Making in Multiobjective Optimization Problems

Wei-Yu Chiu, Gary Yen, Teng-Kuei Juan

(2016), Vol. 20, pp. 972-985, IEEE Transactions on Evolutionary Computation, Piscataway, N.J., C1-1

journal article

Multipoint Fuzzy Prediction for Load Forecasting in Green Buildings

Hsuan-Hao Chang, Wei-Yu Chiu, Ting-Yen Hsieh

(2016), pp. 562-567, ICCAS: Proceedings of the 6th International Conference on Control, Automation and Systems, Gyeongju, South Korea, E1-1

conference

Analysis of an H-infinity Design for Dynamic Pricing in the Smart Grid

Wei-Yu Chiu

(2016), pp. 3234-3239, CDC 2016: Proceedings of the 55th Conference on Decision and Control., NV, Las Vegas, E1-1

conference

A Layered Approach for Enabling Demand Side Management in Smart Grid

Dan Li, Hongjian Sun, Wei-Yu Chiu

(2016), pp. 54-59, ICCAIS 2016 : Proceedings of the International Conference on Control, Automation and Information Sciences, Ansan, South Korea, E1-1

conference

Construction of a Multirobot Exploration System

Li-Han Chang, Wei-Yu Chiu

(2016), pp. 1-2, GCCE 2016 : Proceedings 5th Global Conference on Consumer Electronics, Kyoto, Japan, E1-1

conference

A Smartphone-Based Design of Wireless Human-on-the-Bike Monitoring System

Tai-Ying Huang, Hsin-Chien Chen, Wei-Yu Chiu, Chien-Hsuch Huang

(2016), pp. 1-2, GCCE 2016 : Proceedings 5th Global Conference on Consumer Electronics, Kyoto, Japan, E1-1

conference

Systematic Framework for Solving Real-World Problems with Multiple Objectives

Tai-Ying Huang, Wei-Yu Chiu

(2016), pp. 1-2, GCCE 2016 : Proceedings 5th Global Conference on Consumer Electronic, Kyoto, Japan, E1-1

conference

Spectrum Sensing Control for Enabling Cognitive Radio Based Smart Grid

Wei-Lun Hsiao, Wei-Yu Chiu

(2016), pp. 6-11, IGBSG 2016 : Proceedings 2nd International Conference on Intelligent Green Building and Smart Grid, Prague, Czech Republic, E1-1

conference

Energy Efficient Massive MIMO System Design for Smart Grid Communications

Jing Jiang, Hongjian Sun, Wei-Yu Chiu

(2016), pp. 337-341, IEEE 2016 : Communications for All Things : Proceedings International Conference on Communications, Kuala Lumpur, Malaysia, E1-1

conference
2015

A Multiobjective Approach to Multimicrogrid System Design

Wei-Yu Chiu, Hongjian Sun, H Poor

(2015), Vol. 6, pp. 2263-2272, IEEE TRANSACTIONS ON SMART GRID, C1-1

journal article

An H-infinity Design for Dynamic Pricing in the Smart Grid

Wei-Yu Chiu, Hongjian Sun, H Poor

(2015), pp. 1-6, ASCC 2015 : Proceedings of the 10th Asian Control Conference, Kota Kinabalu, Malaysia, E1-1

conference

A Framework for an Automatic Program Detection System

Teng-Kuei Juan, Wei-Yu Chiu, Shih-Gang Chen

(2015), pp. 104-105, GCCE 2015 : Proceedings of the 4th Global Conference on Consumer Electronics, Osaka, Japan, E1-1

conference

Optimal Robot Path Planning System by Using a Neural Network-Based Approach

Yi-Wen Chen, Wei-Yu Chiu

(2015), pp. 85-90, CACS 2015 : Proceedings of the International Automatic Control Conference, Yilan, Taiwan, E1-1

conference

Implementation of a Transparent Power Information System on Campus Using Existing Infrastructures

Jui-Ting Hsieh, Wei-Yu Chiu

(2015), pp. 1-4, VTC Spring 2015 : Proceedings of the 81st Vehicular Technology Conference, Glasgow, UK, E1-1

conference

A Framework for a Consumer-End Energy Management System in Smart Grid

Yi-Wen Chen, Wei-Yu Chiu

(2015), pp. 101-103, GCCE 2015 : Proceedings of the 4th Global Conference on Consumer Electronics, Osaka, Japan, E1-1

conference
2014

Multiobjective controller design by solving a multiobjective matrix inequality problem

Wei-Yu Chiu

(2014), Vol. 8, pp. 1656-1665, IET CONTROL THEORY AND APPLICATIONS, C1-1

journal article

A Multiobjective Approach to Resource Management in Smart Grid

Wei-Yu Chiu

(2014), pp. 182-187, ICCAIS 2014 : International Conference on Control, Automation and Information Sciences 2014, Gwangju, South Korea, E1-1

conference

Pareto Optimal Controller Designs in Differential Games

Wei-Yu Chiu

(2014), pp. 179-184, CACS 2014 : International Automatic Control Conference 2014, Kaohsiung, Taiwan, E1-1

conference
2013

A Multiobjective Approach for Source Estimation in Fuzzy Networked Systems

Wei-Yu Chiu, Bor-Sen Chen, H Poor

(2013), Vol. 60, pp. 1890-1900, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, C1-1

journal article

Energy Imbalance Management Using a Robust Pricing Scheme

Wei-Yu Chiu, Hongjian Sun, H Poor

(2013), Vol. 4, pp. 896-904, IEEE TRANSACTIONS ON SMART GRID, C1-1

journal article
2012

Adaptive Compressive Spectrum Sensing for Wideband Cognitive Radios

Hongjian Sun, Wei-Yu Chiu, A Nallanathan

(2012), Vol. 16, pp. 1812-1815, IEEE COMMUNICATIONS LETTERS, C1-1

journal article

Wideband Spectrum Sensing With Sub-Nyquist Sampling in Cognitive Radios

Hongjian Sun, Wei-Yu Chiu, Jing Jiang, Arumugam Nallanathan, H Poor

(2012), Vol. 60, pp. 6068-6073, IEEE TRANSACTIONS ON SIGNAL PROCESSING, C1-1

journal article

Robust Relative Location Estimation in Wireless Sensor Networks with Inexact Position Problems

Wei-Yu Chiu, Bor-Sen Chen, Chang-Yi Yang

(2012), Vol. 11, pp. 935-946, IEEE TRANSACTIONS ON MOBILE COMPUTING, C1-1

journal article

Demand-Side Energy Storage System Management In Smart Grid

Wei-Yu Chiu, Hongjian Sun, H Poor

(2012), pp. 73-78, SmartGridComm 2012 : Proceedings of the 3rd International Conference on Smart Grid Communications 2012, Tainan City, Taiwan, E1-1

conference

Robust Power Flow Control in Smart Grids with Fluctuating Effects

Wei-Yu Chiu, Hongjian Sun, H Poor

(2012), pp. 97-102, IEEE INFOCOM 2012 : Proceedings of the 31st Annual IEEE International Conference on Computer Communications, Orlando, FL., E1-1

conference
2011

Multisource Prediction Under Nonlinear Dynamics in WSNs Using a Robust Fuzzy Approach

Wei-Yu Chiu, Bor-Sen Chen

(2011), Vol. 58, pp. 137-149, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, C1-1

journal article
2010

A Mixed-Norm Approach Using Simulated Annealing with Changeable Neighborhood for Mobile Location Estimation

Wei-Yu Chiu, Bor-Sen Chen

(2010), Vol. 9, pp. 633-642, IEEE TRANSACTIONS ON MOBILE COMPUTING, C1-1

journal article
2009

Mobile Positioning Problem in Manhattan-Like Urban Areas: Uniqueness of Solution, Optimal Deployment of BSs, and Fuzzy Implementation

Wei-Yu Chiu, Bor-Sen Chen

(2009), Vol. 57, pp. 4918-4929, IEEE TRANSACTIONS ON SIGNAL PROCESSING, C1-1

journal article

Mobile Location Estimation in Urban Areas Using Mixed Manhattan/Euclidean Norm and Convex Optimization

Wei-Yu Chiu, Bor-Sen Chen

(2009), Vol. 8, pp. 414-423, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, C1-1

journal article

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report