Abstract Combining with the emerged technologies such as cloud computing, Internet of things, service-oriented and high performance a new manufacturing paradigm – (CMfg) for solving bottlenecks in informatisation development applications is introduced. The concept CMfg, including its architecture, typical characteristics key implementing CMfg service platform, discussed. Three core components constructing system, i.e. resources, are studied, method investigated. Finally, prototype existing...

Recently, Internet of Things (IoT) and cloud computing (CC) have been widely studied applied in many fields, as they can provide a new method for intelligent perception connection from M2M (including man-to-man, man-to-machine, machine-to-machine), on-demand use efficient sharing resources, respectively. In order to realize the full sharing, free circulation, use, optimal allocation various manufacturing resources capabilities, applications technologies IoT CC are investigated this paper...

Recently, cloud manufacturing (CMfg) as a new service-oriented mode has been paid wide attention around the world. However, one of key technologies for implementing CMfg is how to realize resource intelligent perception and access. In order achieve access various resources, applications IoT in investigated this paper. The classification resources services, well their relationships, are presented. A five-layered structure (i.e., layer, network service application layer) system based on...

Combining the emerged advanced technologies (such as cloud computing, ‘internet of thing’, virtualization, and service-oriented technologies, computing technologies) with existing manufacturing models enterprise ‘informationization’ a new computing- model, called (CMfg), is proposed. The concept, architecture, core enabling typical characteristics CMfg are discussed investigated, well differences relationship between CMfg. Four service platforms, i.e. public, private, community, hybrid...

Holding on to one's strategy is natural and common if the later warrants success satisfaction. This goes against widespread simulation practices of evolutionary games, where players frequently consider changing their even though payoffs may be marginally different than those other players. Inspired by this observation, we introduce an aspiration-based win-stay-lose-learn updating rule into spatial prisoner's dilemma game. The simple intuitive, foreseeing changes only dissatisfied players,...

In order to realize the full-scale sharing, free circulation and transaction, on-demand-use of manufacturing resource capabilities in modern enterprise systems (ES), Cloud (CMfg) as a new service-oriented paradigm has been proposed recently. Compared with cloud computing, services that are managed CMfg include not only computational software capability service, but also various resources service. These dynamic make ES more powerful be higher-level extension traditional services. Thus, key...

Cloud manufacturing is emerging as a new paradigm well an integrated technology, which promising in transforming today's industry towards service-oriented, highly collaborative and innovative the future. In order to better understand cloud manufacturing, this paper provides critical review of relevant concepts ideas computing advanced technologies that contribute evolution manufacturing. The key characteristics are also presented clarify concept. Furthermore, four-process structure proposed...

For the past eight years, cloud manufacturing as a new paradigm has attracted large amount of research interest worldwide. The aim is to deliver on-demand services consumers over Internet. Scheduling one critical means for achieving manufacturing. Thus far, about 158 articles have been published on scheduling in However, faces numerous challenges. Thus, there an urgent need ascertain current status and identify issues challenges be addressed future. Covering subject this article aims provide...

The concept of cloud manufacturing is emerging as a new promising paradigm, well business model, which reshaping the service-oriented, highly collaborative, knowledge-intensive and eco-efficient industry. However, basic concepts about are still in discussion. Both academia industry will need to have commonly accepted definition manufacturing, further guidance recommendations on how develop implement manufacturing. In this paper, we review some research work clarify fundamental terminologies...

Cyber-physical-social system (CPSS) has drawn tremendous attention in industrial applications such as Internet of Things (IIoT). As the fundamental component IIoT, bearings play an increasingly important role CPSS for IIoT. Better understanding bearing working conditions and degradation patterns so to more accurately predict remaining useful life (RUL), becomes urgent demand prognostics The data-driven approach indicated good potential, but prediction accuracy is still not satisfactory. This...

Feature extraction and classification play an important role in brain–computer interface (BCI) systems. In traditional approaches, methods pattern recognition field are adopted to solve these problems. Nowadays, the deep learning theory has developed so fast that researchers have employed it many areas like computer vision speech recognition, which achieved remarkable results. However, few people introduce method into study of biomedical signals, especially EEG signals. this paper, a wavelet...

As a new service-oriented manufacturing paradigm, cloud (CMfg) has experienced rapid development in the past five years. The research on its theories, key technologies, developments, and applications still keeps attracting attentions from more researchers. One of most important issues to improvements quality service (QoS) is management (MSM). CMfg aims realize full-scale sharing, free circulation transaction, on-demand use various resource capabilities form service. Without effective...

Computer vision (CV) techniques have played an important role in promoting the informatization, digitization, and intelligence of industrial manufacturing systems. Considering rapid development CV techniques, we present a comprehensive review state art these their applications industries. We survey most common methods, including feature detection, recognition, segmentation, three-dimensional modeling. A system framework environment is proposed, consisting lighting module, system, sensing...

In the actual production, insertion of new job and machine preventive maintenance (PM) are very common phenomena. Under these situations, a flexible job-shop rescheduling problem (FJRP) with both PM is investigated. First, an imperfect (IPM) model established to determine optimal plan for each machine, optimality proven. Second, in order jointly optimize production scheduling planning, multiobjective optimization developed. Third, deal this model, improved nondominated sorting genetic...

Smart manufacturing has been transforming toward industrial digitalization integrated with various advanced technologies. Metaverse evolving as a next-generation paradigm of digital space extended and augmented by reality. In the metaverse, users are interconnected for virtual activities. consideration possibilities that may be brought it is envisioned metaverse should into smart to upgrade industry more visible, intelligent efficient production in future. Therefore, conceptual model, named...

Community acquired pneumonia (CAP) is a major global public health concern among children, with viral pathogens playing significant role. Despite this, national multicenter studies on community (VCAP) in hospitalized children remain scarce. The study employed approach to investigate the clinical epidemiology and burden of VCAP across China. Data were extracted from face sheets discharge medical records (FSMRs) within FuTang Update Medical Records (FUTURE) database, spanning 2016 2022. cases...

Energy-saving and emission-reduction (ESER), carbon footprint, labeling, trading have attracted much attention recently due to severe environmental challenges. One key technology for implementing the above concepts is how realize effective quantitative evaluation of ESER. In this paper, existing ESER systems are summarized first. It found that almost isolated from enterprise information systems, such as resource planning (ERP), product data management (PDM), customer relationship (CRM),...

This paper proposes an event-triggered control for multi-agent systems in which all agents have identical linear dynamic mode. The asynchronous algorithms are proposed based on the triggering time sequences of agents. main contribution this is to extend method investigate general systems. First, by applying variable substitution method, we give conditions. Based conditions, consensus can be achieved both under fixed and switching topologies. Meanwhile, exclude Zeno behaviours closed-loop...

This paper studies the leader-following consensus problem for linear and Lipschitz nonlinear multiagent systems where communication topology has a directed spanning tree with leader as root. Due to constraints of bandwidth storage space, agents can only receive uniform quantized information. We first consider via control. Then, in order reduce load, an event-triggered control strategy is investigated solve quantization. It shown that practical be achieved no Zeno behavior occurs this case....