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Part 2 describes the fuzzification of this rule base. The fuzzy rule base is used in an intelligent optimization system for multiobjective The fuzzy rule base is used in an intelligent optimization system for multiobjective performance optimization of power distribution operations. Fuzzy sets are defined for each fuzzy antecedent.
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A standardized degree of desirability is developed using fuzzy sets to express the fuzzy consequent. Network radiality heuristics are not suited to fuzzification.
Some network parameter heuristics are fuzzified; others are best left as crisp. All network performance heuristics are fuzzified, but for some heuristics, either the antecedent s or consequent s are best left as crisp. The fuzzy knowledge base effectively models imprecise knowledge and resolves conflicts. Part 1: crisp rule base. Part 1 defines network radiality, parameter, and performance heuristics that are employed in a three-level hierarchical rule base for optimization of power distribution system operations.
A heuristic preprocessor module produces a list of A heuristic preprocessor module produces a list of switch closures that would seem to reduce total system losses. Network radiality rules are employed to assess if a particular search path has identified a switch that can be closed or if the path is worth pursuing further.
Network parameter rules ensure the system operates within original design parameters. Network performance rules assess the reduction in total system losses of each proposed switching operation. Part 2 describes the fuzzification of the rule base. This is part of an intelligent optimization system for multiobjective performance optimization of power distribution operations. Service manufacturing: Basic concepts and technologies. Manufacturing is undergoing transformation driven the developments in process technology, information technology, and data science.
The incoming changes are disruptive and will likely result in manufacturing solutions unimaginable in the The incoming changes are disruptive and will likely result in manufacturing solutions unimaginable in the recent past. A future manufacturing corporation will be highly digital, and it will function in new modes discussed in this paper. After decades of integration of engineering design and manufacturing , the design-for-dedicated manufacturing will gradually transform in the design-for-open manufacturing.
In many instances, manufacturing processes will become manufacturing-as-service service manufacturing systems. An enterprise will be gradually dominated by formation of services in a cloud. The emerging service manufacturing will be open, shared, easy to configurable, efficient, and democratic.
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Designing a manufacturing system of the past will reduce to formulating and solving an enterprise configuration problem. The presence of services in the cloud will be facilitated by the autonomously generated models. A formal modeling approach to configuration of manufacturing enterprises is discussed. The computational complexity of the configuration problem calls for different modeling and solution approaches ranging from mathematical programming and data science to quantum computing. Value-based utility implementation in software-defined testbed for sensor data traffic management.
Data transmitted among wireless sensor nodes are generated from sensing physical events with diverse traffic types. These data have to reach their destinations with a specific Quality of Service QoS requirement. With the increasing With the increasing usage of sensors in various Internet of Things applications, there is a need to address the traffic management for handling these critical data while satisfying their respective QoS requirements.
In this work, we implemented a traffic management mechanism using Value-based Utility VBU model that utilizes network packet statistics to cope with QoS requirement of each sensor data. The mechanism ensures that the demands of each sensor data are satisfied by allocating queue resources based on a utility function.
The function defines an expectation range and the state where minimal requirements are met for each sensor. We evaluated the performance of the mechanism over a simple low-cost software-defined testbed with different sensor data type having different QoS requirements. Results show that each sensor node achieved the level of satisfaction based on their required utility function both in an ideal testbed scenario and in an actual indoor deployment. The conference will bring The conference will bring together leading researchers, engineers and scientists in the domain of interest from around the world.
The scope of the conference covers all theoretical and practical aspects of the Artificial Intelligence forum for presenting new advances and research results in the fields of Artificial Intelligence. Related Topics. Soft Computing. Follow Following.
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What ‘digital’ really means
Editors: Ciancarini , P. The IFIP series publishes state-of-the-art results in the sciences and technologies of information and communication. The scope of the series includes: foundations of computer science; software theory and practice; education; computer applications in technology; communication systems; systems modeling and optimization; information systems; computers and society; computer systems technology; security and protection in information processing systems; artificial intelligence; and human-computer interaction.
Proceedings and post-proceedings of refereed international conferences in computer science and interdisciplinary fields are featured. These results often precede journal publication and represent the most current research. The principal aim of the IFIP series is to encourage education and the dissemination and exchange of information about all aspects of computing.