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Multi-Objective Heterogeneous Multi-Asset Collection Scheduling Optimization with High-Level Information Fusion [article]

Joel Muteba Kande, University, My
2021
Given that the main goal for observation missions is to collect quality imagery, this work will also use High-Level Information Fusion to optimize mission planning based on image quality and fusion.  ...  This framework will use Multi-Objective Optimization algorithms based on genetic algorithms to optimize such mission planning.  ...  MOHMA-CSO-HLIF Multi-Objective Heterogeneous Multi-Asset Collection Scheduling Optimization with High-Level Information Fusion. xiii MOO Multi-Objective Optimization.  ... 
doi:10.20381/ruor-26777 fatcat:lnze6mxpxreebpy5zvsijajtyy

Multi-agent modeling and analysis for space situation awareness

Genshe Chen
2009 SPIE Newsroom  
The level 4 data-fusion stage (process refinement) then optimizes the collaborative sensing and analyzing procedures, routing, and scheduling.  ...  Other key issues relate to sensor data processing and management for optimal tasking and scheduling with real-time requirements, and optimal response through a series of executable actions with associated  ... 
doi:10.1117/2.1200909.1739 fatcat:f2bnebgan5gyjjnqcsztqhcu2i

Research on Visualization System Platform of Power Equipment Based on Internet of Things

Xuefeng Ning, H. Zhang, H. Abdul Aziz
2021 E3S Web of Conferences  
Key technologies such as multi-source heterogeneous data information fusion and visualization of power grid panoramic state information based on 3D GIS, a visualized intelligent management and control  ...  In order to solve the widespread status information dispersion, inefficient use of status information, and low visibility in the status management of power transmission and transformation equipment.  ...  Provide basis for equipment condition maintenance and improve the intelligent level of grid operation. 2 Fusion method of multi-source heterogeneous data Data acquisition The visualization system platform  ... 
doi:10.1051/e3sconf/202127601017 fatcat:aipln7kgcvekjhh3psdtymxao4

On the Use of Predictive Models for Improving the Quality of Industrial Maintenance: An Analytical Literature Review of Maintenance Strategies

Oana Merkt
2019 Proceedings of the 2019 Federated Conference on Computer Science and Information Systems  
any industrial setup, the quality of maintenance improves when the applied data driven techniques and technologies: (i) have economical justifications; and (ii) take into consideration the conformity with  ...  [34] and multi-objective evolutionary algorithms for optimization [44] .  ...  The results, i.e. the optimized jobs schedule shows a nearly 50% drop in the number of operations compared with the initial, nominal schedule.  ... 
doi:10.15439/2019f101 dblp:conf/fedcsis/Merkt19 fatcat:wmn7czw4njgivmjt5gr7ptn2ve

Extending the ONESAF Testbed into a C4ISR Testbed

Joseph A. Giampapa, Katia Sycara, Sean Owens, Robin Glinton, Young-Woo Seo, Bin Yu, Charles E. Grindle, Michael Lewis
2004 Simulation (San Diego, Calif.)  
real world Command, Control, Communications, Computers, Intelligence, Surveillance, Reconnaissance (C4ISR) applications, such as the automated performance of high-level Information Fusion, the automation  ...  This paper describes how the modeling and simulation environment of the OneSAF Testbed Baseline (OTB) v1.0 has been extended to enable the testing of heterogeneous algorithms that are being designed for  ...  If, while the Controller Agent is executing a schedule with OTB assets, a time critical target (TCT) is identified by the Information Fuser Agent, the scheduler will send a new schedule with the TCT in  ... 
doi:10.1177/0037549704050348 fatcat:c6sbpe4udzdcjjrufov264klb4

Applications of Swarm Intelligence Techniques in Grid Computing

N. R Nikhil, Priyanka Dudi
2016 Indian Journal of Science and Technology  
Since we are dealing with multiple resources and an enormous number of users requests at one point of time; optimization is of utmost importance to the grid computing.  ...  The objective of swarm intelligence is to solve complex problems by the act of intelligent collective behavior to carry out an optimization task.  ...  usage with temperamental asset accessibility, low unwavering quality systems, multi-strategies, multi-managerial areas, and so on.  ... 
doi:10.17485/ijst/2016/v9i48/101725 fatcat:x7mokcz7v5e27lq6fbgh35hicm

Research and Application of Key Technology of Data-Driven Intelligent Manufacturing of Electronic Components

Changming Hu, Yaqi Cao, Zhanying Feng, O.S. Es-Said, P. Jisheng
2020 MATEC Web of Conferences  
With the development of electronic equipment towards multi-function, high performance and miniaturization, the assembly density and complexity of electronic components become higher and higher.  ...  data-driven intelligent workshop are verified by an application example of digital workshop of radar core microwave components, which effectively improves the production efficiency and workshop management level  ...  It is necessary to establish the object model of multi-source data collection with standard and formatted methods, so as to realize the unified expression of data collection.  ... 
doi:10.1051/matecconf/202031903004 fatcat:wsv2sg4ihff5jjleqsfbgvurme

Hierarchical Collective Agent Network (HCAN) for efficient fusion and management of multiple networked sensors

Qiuming Zhu, Stuart L. Aldridge, Tomas N. Resha
2007 Information Fusion  
The JDL Level 4 designation provides a path for 71 optimized techniques at the other data fusion levels, 72 especially in cases of multiple sensor control. 73 Our perception of past research in data fusion  ...  and 74 sensor management is that most attention was applied 75 to JDL Level 1 object assessment (track & ID) and shied 76 away from Level 2 situation assessment and Level 3 im-77 pact (threat) assessment  ...  Useful tools for optimized 48 sensor management must also ensure a minimum level 49 of functionality when faced with threats and environ-50 ments outside the design optimization space.  ... 
doi:10.1016/j.inffus.2005.04.002 fatcat:qh4a22wxrbg25neystknaryhrq

Engineering management for high-end equipment intelligent manufacturing

Shanlin YANG, Jianmin WANG, Leyuan SHI, Yuejin TAN, Fei QIAO
2018 Frontiers of Engineering Management  
The high-end equipment intelligent manufacturing (HEIM) industry is of strategic importance to national and economic security.  ...  management, information management, and intelligent decision making.  ...  With regard to the optimization of resource allocation, the literature uses multi-objective evolutionary algorithms (Lin and Chiu, 2018) .  ... 
doi:10.15302/j-fem-2018050 fatcat:q3kqzt5i7ff2hfvtxnucgfqnuq

NeBula: Quest for Robotic Autonomy in Challenging Environments; TEAM CoSTAR at the DARPA Subterranean Challenge [article]

Ali Agha, Kyohei Otsu, Benjamin Morrell, David D. Fan, Rohan Thakker, Angel Santamaria-Navarro, Sung-Kyun Kim, Amanda Bouman, Xianmei Lei, Jeffrey Edlund, Muhammad Fadhil Ginting, Kamak Ebadi (+60 others)
2021 arXiv   pre-print
We discuss various components of the NeBula framework, including: (i) geometric and semantic environment mapping; (ii) a multi-modal positioning system; (iii) traversability analysis and local planning  ...  Acknowledgments The work is partially supported by the Jet Propulsion Laboratory, California Institute of Technology, under a contract with the National Aeronautics and Space Administration (80NM0018D0004  ...  RED inset shows multi-level exploration and scoring (upper-level survivor and lower-level backpack) by Spot1 with a stair descent (green part of trajectory).  ... 
arXiv:2103.11470v4 fatcat:rq2wgczzl5clphzgujjdbd3ywm

Resource management and its interaction with level 2/3 fusion from the fusion06 panel discussion

Erik Blasch, Ivan Kadar, Ken Hintz, J. Biermann, Chee Chong, John Salerno, Subrata Das
2007 2007 10th International Conference on Information Fusion  
information needs, (4) Dynamic updating for planning mission time-horizons, (5) Joint optimization of objective functions at all levels (6) L2/3 situation entity definitions for knowledge discovery, modeling  ...  , and information projection (7) Addressing constraints for resource planning and scheduling  ...  2) RM controls fusion levels either individually or jointly to optimize a global objective function with a desired performance MOM.  ... 
doi:10.1109/icif.2007.4408013 dblp:conf/fusion/BlaschKHBCSD07 fatcat:rp6sj7562fcjflsuawnaiqzjoa

IEEE Access Special Section Editorial: Big Data Technology and Applications in Intelligent Transportation

Sabah Mohammed, Hamid R. Arabnia, Xiaobo Qu, Dalin Zhang, Tai-Hoon Kim, Jiandong Zhao
2020 IEEE Access  
The objective functions were constructed to minimize the generation cost and daily load variance on each level, and the optimal scheduling plan for the power system was solved through multi-level collaborative  ...  The parameters of the model were calibrated and verified using the data collected from a real word road with heterogeneous traffic flow.  ... 
doi:10.1109/access.2020.3035440 fatcat:r3i3wkhttndbjnyciux3xuny3a

Operation Procedures of a Work-Center-Level Digital Twin for Sustainable and Smart Manufacturing

Kyu Tae Park, Donggun Lee, Sang Do Noh
2020 International Journal of Precision Engineering and Manufacturing - Green Technology  
level.  ...  Simulations are frequently used to increase this type of efficiency through diagnosis and evaluation of a physical asset.  ...  It requires the development of an autonomous supporting framework to collect information from heterogeneous components and to aggregate a virtual representation object to operate a work-center-level DT  ... 
doi:10.1007/s40684-020-00227-1 fatcat:34wvfdnbbbcmhhk6b4fgkrulz4

IEEE Access Special Section Editorial: Mission-Critical Sensors and Sensor Networks (MC-SSN)

Qilian Liang, Tariq S. Durrani, Jinhwan Koh, Jing Liang, Yonghui Li, Xin Wang
2021 IEEE Access  
The response to the Call for Papers was overwhelming, with 216 articles submitted from worldwide. During the review  ...  In MCSSN, the advantages of linking multiple electronic support measures and electronic attack assets to achieve improved capabilities across a networked mission-critical force have yet to be quantified  ...  The article ''Multi-focus image fusion algorithm in sensor networks,'' by Tong and Chen, proposes a multi-focus image fusion algorithm in sensor networks.  ... 
doi:10.1109/access.2021.3068830 fatcat:mcmdtikg2vfqvokgu7pnm6xofq

A SURVEY TOWARDS HIERARCHICAL ROUTING TECHNIQUES IN WIRELESS SENSOR NETWORKS

Roopa S.N, Chinnaswamy C.N
2016 International Journal of Advanced Research  
In hierarchical architecture, nodes with higher energy can be utilized to handle and transmit the data while nodes with lower energy can be utilized to carry out the sensing in the closeness of the objective  ...  Wsn is a collection of several small nodes which can sense, accumulate and disseminate data for multiple applications.  ...  At these individual levels data fusion can be implemented.  ... 
doi:10.21474/ijar01/289 fatcat:nudvpnrmzrcavieq6tpp42iwgi
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