Data Driven
Control and Learning Systems Conference (DDCLS) is an annual conference organized
by Technical Committee on Data Driven Control, Learning and Optimization,
Chinese Association of Automation. The 2021 IEEE 10th Data Driven Control and
Learning Systems Conference (DDCLS’21) will be held in Suzhou, Jiangsu
Province, China, on May 14-16, 2021, organized by Technical Committee on Data
Driven Control, Learning and Optimization, Chinese Association of Automation,
Beijing Jiaotong University and Qingdao University, sponsored
by IEEE Beijing Section, locally organized by Suzhou University of Science and
Technology, supported by IEEE Industrial Electronics Society and IEEE CIS
Beijing Chapter as patrons.
Data Driven
Control and Learning Systems Conference (DDCLS) is an annual conference
organized by Technical Committee on Data Driven Control, Learning and Optimization,
Chinese Association of Automation. In the last three DDCLS conferences,
DDCLS’20 (Liuzhou), DDCLS’19 (Dali), and DDCLS’18 (Enshi),
a lot of renowned scholars from different countries were invited to deliver
keynote addresses, for example, Prof. Frank Allgöwer
from University of Stuttgart, Prof. Alessandro Astolfi
from Imperial College London, Prof. Ben M. Chen from The Chinese University of
Hong Kong, Prof. Derong Liu from Guangdong University
of Technology, Prof. Marios M. Polycarpou
from University of Cyprus, Prof. Cesare Alippi from Politecnico di Milano, and Prof. Gang H. Yang from
Northeastern University, Prof. Steven X. Ding from University of
Duisburg-Essen, Prof. Håkan Hjalmarsson
from KTH Royal Institute of Technology, Prof. Feng Qian from East China
University of Science and Technology.
The objectives
of DDCLS’21 are to provide high quality research and professional interactions
on the advancement of theory, technology and practical applications in the
fields of data-driven control, learning, automation and optimization. The
scientists, engineers and practitioners in the data driven science and
engineering related fields are cordially invited to participate in a wealth of
the presentations, discussion and social activities, and to enjoy the unique
cultural and scenic experience that Suzhou offers for its beauty, history and
hospitality.
The English papers
accepted by our previous DDCLS conferences had been included in the IEEE
Xplore, and indexed by EI Compendex and ISTP database.The DDCLS’21 covers both theory and
applications in all the areas of data driven control and learning systems. The
topics of interest include, but are not limited to:
-- Data-driven
control theory, approaches and applications
-- Model-free
adaptive control theory and applications
-- Active
disturbance rejection control and applications
-- Data-driven
fault diagnosis, health maintenance and performance evaluation
-- Iterative
learning identification, iterative learning control (repetitive control)
-- Data-driven
modeling, optimization, scheduling, decision and simulation
-- Statistical
learning, machine learning, data mining and practical applications in
automation field
-- Neural networks,
fuzzy systems control methods in data driven manner
-- Reinforcement
learning control
-- Robustness on
data-driven control
-- Complementary
controller design approaches and relationships between data-driven and
model-based control methods
-- Applications of
data-driven methods to industrial processes
-- Data-driven
modeling, control and optimization for traffic systems
-- Data-driven
control for practical complex processes
-- Technology of
complex big-data systems and applications
-- Big data in
industrial processes and its applications in modeling and control
DDCLS Best Paper
Award: Selection of the awarded paper will be
made based on both the technical content and presentation. The winner will be
chosen by the Award Committee comprising of internationally renowned experts in
data-driven control and learning.
Submission Notices
for Authors: Full papers
describing original work and special/invited session proposals should be
submitted by January 31, 2021 March 15, 2021 through the portal http://cms.amss.ac.cn/. Upon
acceptance, authors will be required to register and present their papers at
DDCLS’21. For further information, please email chkyin@bjtu.edu.cn.
Important Dates:
Full Paper &
Invited Session Proposals submission January 31, 2021
February 28, 2021
March 15, 2021
Notification of
Acceptance / Rejection March 10, 2021
April 2, 2021
Final Manuscript
Submission / Advance Registration March 31, 2021
April 18, 2021
The Call for Papers can be downloaded in pdf format.