Design and implementation of intelligent manufacturing system …
Intelligent manufacturing, as the fundamental industrial sector of the national economy, is one of the more important factors determining the level of national development, and its importance is self-evident. The maturity of IoT technology has provided new opportunities for China''s manufacturing industry, and has also made intelligent …
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Embodied intelligence in manufacturing: leveraging large language models for autonomous industrial robotics
This paper delves into the potential of Large Language Model (LLM) agents for industrial robotics, with an emphasis on autonomous design, decision-making, and task execution within manufacturing contexts. We propose a comprehensive framework that includes three core components: (1) matches manufacturing tasks with process …
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The current development of the energy storage industry in …
An energy storage system can increase peak power supply, reduce backup capacity, and has other multiple benefits such as the function of cutting peaks and …
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Optimization Strategy of New Energy Distributed Energy Storage …
This paper discusses the application of distributed energy storage systems and intelligent manufacturing in the optimization strategy of new energy distributed energy storage …
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Smart Factory Production and Operation Management Methods …
The human-cyber-physical system (HCPS) is a composite intelligent system comprising humans, cyber systems, and physical systems with the aim of achieving specific manufacturing goals at an optimized level. Smart factory is an important carrier of a new-generation intelligent manufacturing. In order to achieve the comprehensive …
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Sustainability | Free Full-Text | Impact of Intelligent Manufacturing on Total-Factor Energy …
Intelligent technology is the core driving force of the fourth industrial revolution, which has an important impact on high-quality economic development. In this paper, the panel data of 30 provinces from 2006 to 2019 were selected to construct a regression model to conduct an empirical analysis on the role and mechanism of …
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Energies | Free Full-Text | Intelligent Control of the …
Gas-fired reciprocating engine plants (GREPs) are widely used in power supply systems of industrial facilities, which allows for ensuring the operation of electrical loads in case of accidents in the …
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Smart manufacturing: Characteristics, technologies and enabling factors …
SM and other systems such as intelligent manufacturing, advanced manufacturing/advanced manufacturing systems, 1,7,8 additive manufacturing, 9 digital manufacturing, 10 smart factory 11 and Industry 4.0 12 are actually being used synonymously on
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Intelligent, Flexible, and Effective Operation of Smart Grids with Novel Energy …
The energy hub provides a comprehensive solution uniting energy producers, consumers, and storage systems, thereby optimizing energy utilization efficiency. The single integrated energy system''s limitations restrict renewable absorption and resource allocation, while uncoordinated demand responses create load peaks, and global warming challenges …
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CNESA Global Energy Storage Market Analysis – 2019.Q4 …
In 2019, global operational energy storage project capacity (including physical energy storage, electrochemical energy storage, and molten salt thermal …
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A Review of Artificial Intelligence Applications in Manufacturing Operations …
First, it can be capital-intensive, in terms of the hardware and software infrastructure required to collect and process data. Second, it can be challenging to recruit additional human resources with AI/ML expertise, and train existing personnel for new roles involving AI/ML solutions.
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Toward New-Generation Intelligent Manufacturing
Intelligent manufacturing is a general concept that covers a wide range of specific topics [10], [14]. New-generation intelligent manufacturing represents an in-depth integration of new-generation artificial intelligence (AI) technology and advanced manufacturing technology. It runs through every link in the full life-cycle of design ...
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China''s manufacturing goes intelligent with modern factories
In recent years, Shanghai has witnessed a rapid development in intelligent manufacturing. The industry scale of intelligent manufacturing equipment exceeded 100 billion yuan (about $13.98 billion). In the city''s smart factories, production efficiency increased by 50 percent and operating costs went down by 30 percent on average.
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Integration of Operation Technology (OT) and Information Technology (IT) Through Intelligent Automation in Manufacturing Industries …
The Intelligent Automation is Transforming Manufacturing Processes. The explosive growth of the cloud has made on – demand processing more accessible, more efficient and relatively lower cost.
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Research on Intelligent Online Operation and Maintenance …
In this way, the functions of visual display, status evaluation and information viewing, traceability, optimization and statistical analysis of hydrogen production and energy …
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Digital twin–driven aero-engine intelligent predictive maintenance
Aero-engine is one of the most important components of an aircraft. The development of maintenance has undergone the transition from "post-event maintenance" and "preventive maintenance" to "predictive maintenance", and the future development direction is precise maintenance, which aims to achieve the collaborative optimization …
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China''s first intelligent factory for offshore drilling equipment starts …
China''s first intelligent factory for the production of offshore gas and oil extraction equipment was put into operation on June 27, marking a breakthrough in …
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An integrated energy management system using double deep Q-learning and energy storage equipment to reduce energy cost in manufacturing …
Energy storage is a key component of IEMS and is defined as an energy technology facility for storing energy in the form of internal, potential, or kinetic energy using energy storage equipment [20]. In general, energy storage equipment should be able to perform at least three operations: charging (loading energy), storing (holding energy), …
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Intelligent control for energy conservation of air conditioning system in manufacturing …
Many studies were conducted on IAC energy conservation mainly focuses regulating MAU operation (Chang et al., 2016, Hu et al., 2019, Hu et al., 2020), and is lack of connecting with DCC control. In fact, an IAC is a system in which both MAU and DCCs affect and are affected by each other.
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What Are Smart Operations?
Smart operations create an autonomous feedback loop of "sense, respond, decide, and do," which moves manufacturing toward lights-out operations. Collecting, combining, and interpreting operational data to execute complex tasks is possible only with the power of AI-based analytics on a unified cloud platform.
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Intelligent Manufacturing Technology in the Steel Industry of China: A Review
Intelligent manufacturing, defined as the integration of manufacturing with modern information technologies such as 5G, digitalization, networking, and intelligence, has grown in popularity as a means of boosting the productivity, intelligence, and flexibility of traditional manufacturing processes. The steel industry is a necessary …
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Research on Intelligent Operation and Maintenance System of …
With the acceleration of the construction of smart grids, the explosive growth of information brought about by weather, equipment, and electricity/gas/heat multi-energy scenarios in the power system has made it difficult for traditional power simulation systems to meet people''s needs for smart power grid construction. And the combination of machine learning, deep …
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A framework for researching energy optimization of factory …
Smart manufacturing is the technology utilizing the interconnected machines and tools for improving manufacturing performance and optimizing the energy …
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Collaborative robots in manufacturing and assembly systems: literature review and future research agenda
Nowadays, considering the constant changes in customers'' demands, manufacturing systems tend to move more and more towards customization while ensuring the expected reactivity. In addition, more attention is given to the human factors to, on the one hand, create opportunities for improving the work conditions such as safety and, on …
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Performance prediction, optimal design and operational control of thermal energy storage using artificial intelligence methods …
Artificial intelligence (AI) is vital for intelligent thermal energy storage (TES). • AI applications in modelling, design and control of the TES are summarized. • A general strategy of the completely AI-based design and control of TES is presented. • Research on the AI ...
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Industry 4.0: Reimagining manufacturing operations after COVID-19
Before the outbreak of COVID-19, there was widespread excitement on Industry 4.0, with 90 percent of respondents in McKinsey''s annual Industry 4.0 survey saying that they were convinced of the technologies'' value—and a majority of them including Industry 4.0 as a critical part of their operational-improvement planning.
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Industry 4.0: Digital transformation in manufacturing
In the past five years, a select group of companies have started pulling ahead in their efforts to implement Industry 4.0 across their manufacturing networks. Leading manufacturers are now realizing …
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A review of industrial big data for decision making in intelligent manufacturing …
Overview of industrial big data for decision making. 2.1. Architecture and component mechanisms of big data-driven platform. At this stage, data acquisition system, Internet of Things and Cyber-physical System are applied to industrial processes. A large amount of data is collected and stored in industrial databases.
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Energy-saving intelligent manufacturing optimization scheme for new energy …
With the development of information technology, energy-saving, and consumption-reducing technologies have evolved from informatization to intelligence. An intelligent energy-saving operation ...
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Intelligent control for energy conservation of air conditioning system in manufacturing systems …
In hot-humid climates, particularly in sub-Saharan Africa (SSA), ambient temperatures and relative humidity are as high as 35 C and 84%, respectively, requiring the use of ...
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A reference framework for the digital twin smart factory based on cloud-fog-edge computing collaboration
Digital twin (DT) is an important approach for the factory to achieve intelligence. Due to the different scenarios and definitions, the generalization of frameworks for DT-based smart factories is weak, slowing down the overall process of industrial intelligence. Meanwhile, the pressure of data transmission and processing increases …
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Intelligent Manufacturing Control Systems: The Core of Smart Factory
The core of Industry 4.0 lies in the Internet of Things; IoT and intelligent manufacturing, leading to the shift of manufacturing systems from the traditional centralized factory control systems to decentralized intelligent control systems, while the real-time data exchange between devices remains the key in smart factories. This study …
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Energies | Free Full-Text | Energy-Efficient Through-Life Smart Design, Manufacturing and Operation of …
Energy efficiency is an important factor in the marine industry to help reduce manufacturing and operational costs as well as the impact on the environment. In the face of global competition and cost-effectiveness, ship builders and operators today require a major overhaul in the entire ship design, manufacturing and operation …
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