Dr. Zhu has over 25 years of experience in power systems, including transmission planning, power flow analysis, voltage stability, protection system development, and distributed generation. He has managed a wide range of power grid studies for utilities and system operators. Prior to joining Siemens, Dr. Zhu held roles developing protective relays and received several awards for his work in China. He currently provides consulting services to clients and teaches courses on power systems topics.
System identification is an emerging area in engineering fields. To assess the present health of important structures is necessary to know the status of the health of structure and subsequently to improve the health of the structure. In this work, using the finite element software, a simple structural member like beam is modeled. A simply supported beam is taken and crack is initiated at the bottom of the beam along it’s width by reducing the cross section in different location. Free vibration analysis is performed using FEM software SAP2000. There is a difference between the frequencies of cracked and un-cracked beam. From this analysis it can be predicted that there is damage in the beam, but location of the damage cannot be detected. For this, mode shape to be found out. This concept can be used to know in the real life structure whether there is any damage or not using the non-destructive techniques.
Science Engagement: A Non-Technical Approach to the Technical DivideCybera Inc.
A presentation for the Future of Networking session at the 2014 Cyber Summit by Jason Zurawski, Science Engagement Engineer, ESnet (Lawrence Berkeley National Laboratory).
TOP Most Read Articles in Informatics Engineeringieijjournal
Informatics is rapidly developing field. The study of informatics involves human-computer interaction and how an interface can be built to maximize user-efficiency. Due to the growth in IT, individuals and organizations increasingly process information digitally. This has led to the study of informatics to solve privacy, security, healthcare, education, poverty, and challenges in our environment. The Informatics Engineering, an International Journal (IEIJ) is a open access peer-reviewed
journal that publishes articles which contribute new results in all areas of Informatics. The goal of this journal is to bring together researchers and practitioners
from academia and industry to focus on the human use of computing fields such as communication, mathematics, multimedia, and human-computer interaction design and establishing new collaborations in these areas.
A program of research into systems engineeringJoseph KAsser
This paper provides an overview of a number of research areas that include investigating the nature of systems engineering and its underlying concepts, defining the properties of object-oriented requirements, producing prototype object-oriented tools for systems engineering, and applying of systems engineering to various domains.
TOP 1 CITED PAPER - International Journal of Artificial Intelligence & Appli...gerogepatton
The cuckoo search algorithm is a recently developed meta-heuristic optimization algorithm, which is suitable for solving optimization problems. To enhance the accuracy and convergence rate of this algorithm, an improved cuckoo search algorithm is proposed in this paper. Normally, the parameters of the cuckoo search are kept constant. This may lead to decreasing the efficiency of the algorithm. To cope with this issue, a proper strategy for tuning the cuckoo search parameters is presented. Then, it is employed for training feedforward neural networks for two benchmark classification problems. Finally, the performance of the proposed algorithm is compared with that of the standard cuckoo search. Simulation results demonstrate the effectiveness of the proposed algorithm.
System identification is an emerging area in engineering fields. To assess the present health of important structures is necessary to know the status of the health of structure and subsequently to improve the health of the structure. In this work, using the finite element software, a simple structural member like beam is modeled. A simply supported beam is taken and crack is initiated at the bottom of the beam along it’s width by reducing the cross section in different location. Free vibration analysis is performed using FEM software SAP2000. There is a difference between the frequencies of cracked and un-cracked beam. From this analysis it can be predicted that there is damage in the beam, but location of the damage cannot be detected. For this, mode shape to be found out. This concept can be used to know in the real life structure whether there is any damage or not using the non-destructive techniques.
Science Engagement: A Non-Technical Approach to the Technical DivideCybera Inc.
A presentation for the Future of Networking session at the 2014 Cyber Summit by Jason Zurawski, Science Engagement Engineer, ESnet (Lawrence Berkeley National Laboratory).
TOP Most Read Articles in Informatics Engineeringieijjournal
Informatics is rapidly developing field. The study of informatics involves human-computer interaction and how an interface can be built to maximize user-efficiency. Due to the growth in IT, individuals and organizations increasingly process information digitally. This has led to the study of informatics to solve privacy, security, healthcare, education, poverty, and challenges in our environment. The Informatics Engineering, an International Journal (IEIJ) is a open access peer-reviewed
journal that publishes articles which contribute new results in all areas of Informatics. The goal of this journal is to bring together researchers and practitioners
from academia and industry to focus on the human use of computing fields such as communication, mathematics, multimedia, and human-computer interaction design and establishing new collaborations in these areas.
A program of research into systems engineeringJoseph KAsser
This paper provides an overview of a number of research areas that include investigating the nature of systems engineering and its underlying concepts, defining the properties of object-oriented requirements, producing prototype object-oriented tools for systems engineering, and applying of systems engineering to various domains.
TOP 1 CITED PAPER - International Journal of Artificial Intelligence & Appli...gerogepatton
The cuckoo search algorithm is a recently developed meta-heuristic optimization algorithm, which is suitable for solving optimization problems. To enhance the accuracy and convergence rate of this algorithm, an improved cuckoo search algorithm is proposed in this paper. Normally, the parameters of the cuckoo search are kept constant. This may lead to decreasing the efficiency of the algorithm. To cope with this issue, a proper strategy for tuning the cuckoo search parameters is presented. Then, it is employed for training feedforward neural networks for two benchmark classification problems. Finally, the performance of the proposed algorithm is compared with that of the standard cuckoo search. Simulation results demonstrate the effectiveness of the proposed algorithm.
June 2020: Top Read Articles in Control Theory and Computer Modellingijctcm
International Journal of Control Theory and Computer Modelling (IJCTCM) is a Quarterly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Control Theory and Computer Modelling. The journal focuses on all technical and practical aspects of Control Theory and Computer Modelling. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced control engineering and modeling concepts and establishing new collaborations in these areas.
Energy efficient routing protocol for enhancing network lifetime and performa...AmairullahKhanLodhi1
These PPT's are very useful (as some basic parameters are also included) for the Research Scholars who want to work or working on the Energy Efficiency concept in Wireless Sensor Networks. I am sure that this short information is very helpful to all
June 2020: Top Read Articles in Control Theory and Computer Modellingijctcm
International Journal of Control Theory and Computer Modelling (IJCTCM) is a Quarterly open access peer-reviewed journal that publishes articles which contribute new results in all areas of Control Theory and Computer Modelling. The journal focuses on all technical and practical aspects of Control Theory and Computer Modelling. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced control engineering and modeling concepts and establishing new collaborations in these areas.
Energy efficient routing protocol for enhancing network lifetime and performa...AmairullahKhanLodhi1
These PPT's are very useful (as some basic parameters are also included) for the Research Scholars who want to work or working on the Energy Efficiency concept in Wireless Sensor Networks. I am sure that this short information is very helpful to all
Monitoring of Transmission and Distribution Grids using PMUsLuigi Vanfretti
My presentation on "Monitoring of Transmission and Distribution Grids using PMUs" for the Workshop on Energy Business Opportunities in NY State.
The Center for Integrated Electrical Energy Systems (CIEES) at Stony Brook University and the Center for Future Energy Systems (CFES) at Rensselaer Polytechnic Institute will be holding a one day Workshop on Energy Business Opportunities in NY State.
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Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
ML for identifying fraud using open blockchain data.pptx
Yaming Zhu Bio
1. www.siemens.com/power-technologies/consulting
Experience
Since joining Siemens PTI in 2008, Dr. Zhu has been involved
in various analytical consulting studies in the areas of
generator interconnection studies, expansion planning
studies, NERC compliance studies, protection system
coordination studies, SPS design and implementation, short
circuit and breaker duty studies, transmission service system
impact studies, system reliability studies, and dynamic model
verification. He is a technical contributor for several features
of Siemens PTI’s software (grid code, voltage stability
analysis, etc.).
Dr. Zhu is a frequent course instructor for about 10 Siemens
PTI courses, and is responsible for course development.
Prior to joining Siemens PTI, Dr. Zhu spent six years with the
Midcontinent Independent System Operator, Inc. (MISO), in
Carmel, Indiana. As Senior Transmission Planning Engineer he
was responsible for numerous and significant planning
studies. These included: the MISO 765 kV EHV Conceptual
Overlay Reliability Study (analyzing the reliability impact and
benefits of this $20 billion EHV overlay); the Minnesota CapX
2020 Reliability Study (capacity expansion needed by 2020 -
three projects totaling over $900 million); the Eastern Iowa
Reliability Study (identifying reliability issues and proposing
over $100 million in transmission upgrades); and the 2006,
2007 and 2008 MISO Transmission Expansion Plan (MTEP) in
the West Region (involving six states and one Canadian
province). He was responsible for the MISO Coordinated
Summer Assessment. In addition, he was responsible for
numerous generation retirement studies and system impact
studies. Dr. Zhu also developed procedures and tools for
system impact study, for model development, for MISO
regional economic dispatch, and to meet other needs.
At the start of his career, Dr. Zhu was with the Nanjing
Automation Research Institute in China for nearly seven
years. He was a major contributor to the development and
implementation of LFP-900 series digital transmission line
protective relays, and for this he was awarded the “First-Class
Prize of National Science & Technology Progress” in 1999. Dr.
Zhu also led the successful development and implementation
of LFP-970 series digital transformer relays, LFP-980 series
PTI Consulting
Yaming Zhu
Principal Consultant
Career Highlights
Dr. Zhu has over 25 years of experience in power systems with a strong emphasis on transmission
planning, particularly power flow, power system dynamics, voltage stability, and optimal power
flow. His expertise also includes power system software development, protection system
development and coordination, distributed generation, and distribution system research. Dr. Zhu
has managed and conducted an extensive range of power system studies including transmission
expansion planning, system seasonal reliability assessment, voltage stability analysis, special
protection system (SPS) design and implementation, protection system coordination studies,
generator interconnection studies, generator retirement studies, transmission service impact
studies, and dynamic model verification. Early in his career, Dr. Zhu worked in R&D in protective relaying while with the
Nanjing Automation Research Institute (NARI) in China, and he holds two patents for his work there. Dr. Zhu has published
20 technical papers in refereed journals and conference proceedings, on various power system topics.
2. Yaming Zhu | Principal Consultant Page 2
www.siemens.com/power-technologies/consulting
digital generator relays, and an automatic protective relay
test instrument for digital relays. He received several awards
at the provincial level for these efforts, and the
corresponding technology was awarded two patents.
Dr. Zhu’s PhD work at Washington State University included
analysis and control of distributed energy resources,
development of adaptive power flow methods for distribution
systems with dispersed generation, and determination of
optimal distribution power flow for systems with distributed
energy resources.
Education
• PhD, Electrical Engineering, Washington State
University, Pullman, WA, 2002
• MS, Electrical Engineering, Nanjing Automation
Research Institute, Nanjing, China, 1992
• BS, Electrical Engineering, Tsinghua University,
Beijing, China, 1989
Languages
• English
• Chinese
Professional Memberships and Activities
• Senior Member of the IEEE
• Frequent Reviewer of Papers Submitted to
IEEE Transactions on Power Systems
Professional Certifications
• Former NERC Certified System Operator, Reliability
Operator (2003, #RA 200305090)
• Registered Professional Engineer (PE) in Ohio
(2004, Registration #69228)
Selected Publications, Awards, and Patents
Selected Publications
1. “Prepare to Meet the Challenges in Regional Transmission Planning and Development,” accepted for publication at the
IEEE PES General Meeting, Denver, CO, Jul. 2015 (co-author: D. Brown).
2. “Expanding Transmission Planning Capabilities for NERC Standard TPL-001-2 Compliance,” in Proc. of IEEE PES General
Meeting, Jul. 2013, Vancouver, Canada (co-author: D. Brown).
3. “Current Renewable Energy Generator Technical Interconnection Requirements,” in Proc. of IEEE PES General
Meeting, Jul. 2012, San Diego, CA, USA (working group paper, co-authors: E. Camm, M. Edds, C. Murray, W. Peter,
P. Valverde, R. Walling).
4. “Transmission Planning Studies for Grid Code Compliance,” in Proc. of IEEE PES General Meeting, Jul. 2012, San
Diego, CA, USA (co-author: D. Brown).
5. “Analysis and Control of Distributed Energy Resources,” in Proc. of IEEE PES General Meeting, Jul. 2011, Detroit, MI,
USA (co-author: K. Tomsovic).
6. “Innovative Planning Approaches for Generator Interconnection Group Study,” in Proc. of IEEE PES General Meeting,
Jul. 2010, Minneapolis, MN, USA (co-authors: D. Brown et al.).
7. “Real-Time Control of Distributed Energy Resources,” in Proc. of IEEE PES General Meeting, Jul. 2010, Minneapolis,
MN, USA (co-author: K. Tomsovic).
8. “Optimal Distribution Power Flow for Systems with Distributed Energy Resources," Journal of Electric Power and
Energy Systems, vol. 29, issue 3, pp. 260-267, Mar. 2007 (co-author: K. Tomsovic).
9. “Development of Models for Analyzing the Load-Following Performance of Microturbines and Fuel Cells,” Journal of
Electric Power Systems Research, vol. 62, issue 1, pp. 1-11, May 2002 (co-author: K. Tomsovic).
Areas of Expertise
• Power System Long Term Planning Studies
• Power System Operational Studies
• System Impact Studies
• NERC Compliance Studies
• Protection System Coordination Studies
• Protective Relays
• SPS Design and Coordination
• Steady State Analysis
• Voltage Stability Analysis
• Dynamic Stability Analysis
• Short Circuit Analysis
• Dynamic Model Verification
• Security Constrained Economic Dispatch
• Distributed Generation and Distribution Systems
3. Yaming Zhu | Principal Consultant Page 3
www.siemens.com/power-technologies/consulting
10. “Adaptive Power Flow Method for Distribution Systems with Dispersed Generation,” IEEE Transactions on Power
Delivery, vol. 17, no. 3, pp. 822-827, Jul. 2002 (co-author: K. Tomsovic).
11. “General Specifications for Microprocessor-based Generator-Transformer Unit Protection Equipment,” Book of Electric
Power Standards of China, DL/T 671-1999, Chinese Electric Power Publishing House, 1st Edition, Sep. 1999 (co-
authors: J. Wu, Y. Lu, X. Zhang, J. Yao, X. Yin, D. Chen, L. Li ).
12. “Identification of Transformer Magnetizing Inrush Based on Even-Order Harmonics,” Journal of Hydropower Plant
Automation, vol. 11, no. 12, pp. 216-219, Nov. 1999 (in Chinese, with English abstract) (co-authors: T. Fang et al.).
13. “Development of LFP-981/982 Computer-based Generator Relays,” Journal of Automation of Electric Power Systems,
vol. 22, no. 12, pp. 49-52, Dec. 1998 (in Chinese, with English abstract) (co-authors: Q. Shen et al.).
14. “Advantage and Digital Realization of the Transformer’s Differential Relay with Dead-Angle Waveform Restraint,” in
Proc. of Int’l Conference on Electrical Engineering, Matsue, Japan, 1997, pp. 424-427 (co-authors: Y. Zheng et al.).
15. “Performance and Characteristics of a Transformer Differential Relay based on Dead-Angle Theory and its
Computerized Development,” Journal of Automation of Electric Power Systems, vol. 20, no. 11, Nov. 1996, pp. 36-39
(in Chinese, with English abstract) (co-authors: Y. Zheng et al.).
16. “Research on Several Key Problems of an Automatic Test Instrument for Protective Relays,” in Proc. of The Sixth Nat’l
Symposium on Protective Relays, Shen Zhen, China, 1996, pp. 255-261 (in Chinese) (co-authors: S. Zhou et al.).
17. “A Computer-based Main Protective Relay for Transformers,” in Proc. of The Third Conference of Technology
Interchange and Symposium on Power System Relays, Qing Dao, China, 1995, pp. 103-105 (in Chinese) (co-authors:
J. Gu et al.).
18. “A New Type Automatic Test Instrument for Computer-based Transmission Line Protective Relays,” in Proc. of
Symposium on Test Techniques for Protective Relays in Power Systems, Kun Ming, China, 1995, pp. I-37 – I-42 (in
Chinese) (co-authors: Y. Zheng et al.).
19. “An Automatic Test Instrument for Computer-based Lined Relays,” in Proc. of Int’l Conference on New Developments
in Power System Protection & Local Control, Beijing, China, 1994, pp. 345-348 (co-authors: G. Shen et al.).
20. Automatic Test Instrument used in Transmission Line Digital Protective Relays,” Journal of Automation of Electric
Power Systems, vol. 18, no. 8, pp. 46-49, Aug. 1994 (in Chinese, with English abstract) (co-authors: G. Shen et al.).
Selected Awards
1. “Who’s Who in America 2012” (66th edition), Marquis Who’s Who.
2. Five times winner of “Siemens You Answered” award in Innovative and Responsible categories, Siemens, 2011-2013.
3. “First-Class National Prize for Science & Technology Progress,” China, 1999.
4. “First-Class Ministry of Electric Power Prize for Science & Technology Progress,” China, 1998.
5. “Third-Class Prize for Science & Technology Progress of Jiangsu Province,” China, 1997.
6. “Excellent Researcher & Developer of New Products of Jiangsu Province,” China, 1997.
7. “Excellent Paper of Nanjing City” for the paper of “Automatic Test Instrument used in Transmission Line Digital
Protective Relays,” China, 1995.
Patents
1. “Transformer Protective Relay Set with Symmetrical Identification of Magnetized Inrush,” China Application
Innovation Patent, No. ZL 97 2 47691.1, 1998
2. “Computerized Test Method and Instrument for Protective Relays,” China Innovation Patent, No. ZL 93 1 14341.1,
1996.
Yaming Zhu
Principal Consultant
Siemens Power Technologies International
Tel: +1 (317) 715-4374
yaming.zhu@siemens.com