IEEE Systems, Man and Cybernetics Magazine - January 2023 - 72

found at https://www.amazon.com/
CARGO-Role-Based-Collaboration
-Modeling-Problems/dp/1119693063.
The accompanying codes can be
downloaded from GitHub at https://
github.com/haibinnipissing/E-CARGO
-Codes. He has offered 20 keynote and
plenary speeches for international
conferences and 80 invited talks internationally.
His research has been
sponsored by the Natural Sciences
and Engineering Research Council of
Canada, IBM, Department of National
Defence, Canada, Defence Research
and Development Canada, and Ontario
Partnership for Innovation and
Commercialization.
He is the recipient of the Best Paper
Award in International Collaboration
from the 25th International
Conference on Computer-Supported
Cooperative Work in Design, Hangzhou,
China (2022); the Meritorious
Service Award from the SMCS
(2018); the Chancellor's Award for
Excellence in Research (2011); two
research achievement awards from
Nipissing University (2006 and 2012);
IBM Eclipse Innovation Grant Awards
(2004 and 2005); the Best Paper
Award from the 11th International Society
for Productivity Enhancement
International Conference on Concurrent
Engineering (ISPE/CE2004); the
Educator's Fellowship of the 2003 Conference
on Object-Oriented Programming,
Systems, Languages, and Applications,
Anaheim, California, USA;
a second-class National Award for
Education Achievement (1997); and
three first-class Ministerial Research
Achievement Awards from China (1997,
1994, and 1991).
Prof. Zhu's research interests include
collaboration systems, human-
machine systems, computational social
systems, collective intelligence, multiagent
systems, software engineering,
and distributed intelligent systems.
Special Section Editorial (continued from page 3)
predict the pitch angle and obtained
the residual information by comparing
the predicted pitch angle
with the real output pitch angle
of the wind turbine rotor changing
system. Finally, the security
prediction results were obtained
according to the residual and the
decision index. The result demonstrated
that the proposed method
can accurately and effectively predict
wind turbine security.
In [A2], Liu and Binti Alias believed
that industrial edge clouds can enable
flexible service providers for industrial
applications by merging edge
and cloud computing. They investigated
the resource allocation problem
for Virtual Network Function (VNF)
placement in industrial edge systems
and formulated this VNF placement
as an integer programming problem
to minimize the overall cost of the
whole placement procedure, including
operating cost, communication
cost, and placement cost. They then
72
proposed a heuristic method to solve
the problem with a numerical simulation.
The result shows that the
proposed method can significantly
improve the cost while meeting the
multiple resource constraints.
In [A3], Hong et al. proposed a novel
deep learning method based on wavelet
transform and deep perceptron neural
networks (DPNNs) to predict the
remaining useful life (RUL) of bearings.
The proposed approach extracts
the energy features from the recorded
signals by the wavelet packet transform
and trains the DPNN model for
predicting the RUL of a bearing. The
experimental results illustrate that
DPNN can effectively predict the RUL
of the bearing and outperforms leastsquares
support vector machines in
terms of prediction performance.
About the Authors
Jiehan Zhou (jiehan.zhou@ieee.org)
is with the University of Oulu, 90570
Oulu, Finland.
IEEE SYSTEMS, MAN, & CYBERNETICS MAGAZINE January 2023
Haisheng Yu (yuhaisheng1@gmail.
com) is with the Macau University
of Science and Technology, Macau
999078, China.
Zhixiong Chen (zxchen@ieee.
org) is with the New Jersey City University,
Jersey City, NJ 10522 USA.
Yongzhi Wang (ywang@park.
edu) is with Park University, Parkville,
MO 64152 USA.
Appendix: Related Articles
[A1] S. Hong, T. Feng, J. Hu, and X. Zhang, " Operation
security prediction for wind turbines using convolutional
neural networks, " IEEE Syst., Man, Cybern.
Mag., vol. 9, no. 1, pp. 4-9, Jan. 2023, doi: 10.1109/
MSMC.2022.3211690.
[A2] M. Liu and S. B. Alias, " Cost-efficient virtual network
function placement in an industrial edge system, "
IEEE Syst., Man, Cybern. Mag., vol. 9, no. 1, pp. 10-17,
Jan. 2023, doi: 10.1109/MSMC.2022.3217364.
[A3] S. Hong, X. Duan, Y. Peng, H. Liu, and E. Zio,
" Bearing degradation prediction by WPD and DPNN, "
IEEE Syst., Man, Cybern. Mag., vol. 9, no. 1, pp. 18-24,
Jan. 2023, doi: 10.1109/MSMC.2022. 3218424.

https://www.amazon.com/CARGO-Role-Based-Collaboration-Modeling-Problems/dp/1119693063 https://www.amazon.com/CARGO-Role-Based-Collaboration-Modeling-Problems/dp/1119693063 https://www.amazon.com/CARGO-Role-Based-Collaboration-Modeling-Problems/dp/1119693063 https://github.com/haibinnipissing/E-CARGO-Codes https://github.com/haibinnipissing/E-CARGO-Codes https://github.com/haibinnipissing/E-CARGO-Codes

IEEE Systems, Man and Cybernetics Magazine - January 2023

Table of Contents for the Digital Edition of IEEE Systems, Man and Cybernetics Magazine - January 2023