| Requirement | Related concept (connected keyword) |
| Vertical integration | Internet of Things (machine learning, digital manufacturing, intelligent manufacturing, smart factory, lean management, process control, wireless sensor network, smart grid); business process (digitalization, Internet of Things, cyber-physical system, digital economy); process optimization (digital twin, machine learning, supply chain, digital transformation, anomaly detection); productivity (process optimization, automation, planning, efficiency, process automation); reliability (availability, smart grid, productivity, dependability); ontology (smart manufacturing, intelligent manufacturing, artificial neural network) | Horizontal integration | Lean management (Internet of Things, digitalization, sustainable manufacturing); ontology; smart city (Internet of Things, machine learning, cyber-physical system); security (machine learning, predictive maintenance, modeling, digital twin, anomaly detection); reinforcement learning (artificial intelligence, internet of things, deep learning, predictive maintenance, condition monitoring); resource efficiency (cloud manufacturing, sustainability, smart manufacturing network, additive manufacturing) | End-to-end engineering | Sustainable manufacturing (energy optimization, lean management, artificial intelligence, Internet of Things); cyber-physical system (digital twin, smart factory, flow shop scheduling); productivity; logistics (Internet of Things, intelligent manufacturing, digital twin, genetic algorithm, smart manufacturing) | Smart factories | Digital twin (cyber-physical system, smart factory); smart manufacturing (Internet of Things, digital transformation, data analytics, digital twin, supply chain, cyber-physical system, logistics); cyber-physical system; artificial intelligence (machine learning, Internet of Things, digitalization, digital twin, discrete event simulation); Internet of Things | Product personalization | Supply chain; job shop scheduling (automation, reinforcement learning, multi-agent systems); logistics (Internet of Things, intelligent manufacturing, digital twin, genetic algorithm, smart manufacturing) | Virtualization | Digital twin (cyber-physical systems, smart factory); virtual reality (digital transformation, digital twin, key performance indicator, machining) | Decentralization | Supply chain (scheduling, smart manufacturing, control, planning, digital transformation); blockchain (big data analytics, additive manufacturing, digital twin, Internet of Things); cloud computing (Internet of Things, genetic algorithm, evolutionary algorithm, digitalization) | Flexibility | Digital transformation (virtual reality, artificial intelligence, smart manufacturing, supply chain); assembly line (optimization, digital twin) | Corporate social responsibility | Optimization (machine learning, scheduling, energy efficiency); monitoring (process control, optimization, Internet of Things); efficiency (lean, digital economy); sustainability; smart grid (wireless sensor network, smart grid, reliability, efficiency); digital economy (business process, efficiency); resource efficiency (additive manufacturing, cloud manufacturing, sustainability, smart manufacturing network); circular economy (demand response, modelling); energy (control, modelling, cyber-physical system); energy optimization (digitalization, scheduling, digital factory, sustainable manufacturing); lean manufacturing (process planning, additive manufacturing, scheduling); sustainability (machine learning, optimization, modelling, resource efficiency) | Real-time capability | Monitoring; cyber-physical system (digital twin, smart factory, flow shop scheduling); Internet of Things; digital factory (energy optimization, simulation model); flow shop scheduling (genetic algorithm, particle swarm optimization, cyber-physical system, multi-agent system); lean management (Internet of Things, sustainable manufacturing); job shop scheduling; self-optimization (artificial intelligence, reinforcement learning, intelligent manufacturing); planning (productivity, manufacturing, scheduling, metaheuristic, control); scheduling (genetic algorithm, multi-objective optimization, cloud manufacturing, modelling, cyber-physical system); data acquisition (cyber-physical system, Internet of Things, smart manufacturing); demand response (circular economy, data-driven) | Modularity | Cloud computing (intelligent manufacturing, Internet of Things, genetic algorithm, data analytics); logistics; edge computing (Internet of Things, smart manufacturing, cloud computing, data analytics) | Interoperability | Internet of Things; sustainability; cyber-physical systems; smart factory (Internet of Things, digital twin, cyber-physical system, smart manufacturing, evolutionary algorithms, process planning); wireless sensor network (Internet of Things, smart grid); smart grid (Internet of Things, reliability, efficiency, wireless sensor network) | Smart product | Smart manufacturing (Internet of Things, digital transformation, data analytics, digital twin, supply chain, cyber-physical system, logistics); smart factory (Internet of Things, digital twin, cyber-physical systems, smart manufacturing, digital manufacturing, artificial intelligence, modelling) | Autonomy | Self-optimization (artificial intelligence, intelligent manufacturing, reinforcement learning, digitalization); deep learning (artificial intelligence, advanced process control, data analytics, machine learning, reinforcement learning); machine learning (internet of things, artificial intelligence, data analytic, predictive maintenance, process optimization); automation (artificial intelligence, digital twin, cyber-physical systems, digital transformation, logistics, review, planning) | Service orientation | Lean manufacturing (scheduling, additive manufacturing, process planning) | Agility | Wireless sensor network; smart grid; availability (interaction, dependability, reliability); reliability (availability, smart grid, productivity, dependability) |
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