AiVibeIndustry 4.0 & Manufacturing Operations
Industry 4.0 and smart factory concepts, OEE and production losses, lean methods, Six Sigma and statistical process control, root cause analysis, FMEA, traceability, and MES, ERP and quality systems.
Where AiVibe comes in
AiVibe designs and manufactures the AiAmbA AI Factory as the OEM: edge devices plus AI agents that let people talk to PLC, CNC and robot controllers in plain language. Existing lines are retrofitted with edge devices, and a trained operator confirms every change an agent proposes.
Explore AiVibe’s work in Industry 4.0 & Manufacturing Operations →
55 terms
- 5 WhysThe 5 whys is a simple root cause analysis technique in which a team repeatedly asks why a problem occurred, using each answer as the…
- 5S5S is a lean workplace organisation method named after five Japanese words, usually translated as sort, set in order, shine, standardise…
- 8D Problem Solving (Eight Disciplines)8D is a structured, team-based problem-solving method, widely used in the automotive industry, that moves through eight disciplines from…
- Advanced Product Quality Planning (APQP)Advanced product quality planning is a structured framework, originating in the North American automotive industry, for planning and…
- AndonAndon is a lean visual management system that signals the status of a process and alerts supervisors or support staff to problems, usually…
- Attribute Control Charts (p, np, c and u Charts)Attribute control charts monitor count data, such as the number or proportion of defective items or the number of defects per unit, to…
- Common-Cause and Special-Cause VariationCommon-cause variation is the natural, random variation inherent in a stable process, while special-cause variation comes from specific…
- Control ChartA control chart is a time-ordered plot of a process measurement with a centre line and upper and lower control limits calculated from…
- Corrective and Preventive Action (CAPA)Corrective and preventive action is a quality management process for investigating non-conformities and other problems, eliminating their…
- Cyber-Physical System (CPS)A cyber-physical system is an engineered system in which computation, networking and physical processes are tightly integrated, with…
- Defects per Million Opportunities (DPMO)Defects per million opportunities is a Six Sigma quality metric that expresses the number of defects relative to the number of chances for…
- DMAIC (Define, Measure, Analyse, Improve, Control)DMAIC is the five-phase problem-solving roadmap used in Six Sigma to improve existing processes: define the problem, measure current…
- Enterprise Resource Planning (ERP)Enterprise resource planning is integrated business software that manages core processes such as finance, procurement, inventory, sales…
- Failure Mode and Effects Analysis (FMEA)Failure mode and effects analysis is a structured, team-based method for identifying how a product or process could fail, what the effects…
- First Pass Yield (FPY)First pass yield is the proportion of units that complete a process step correctly the first time, without rework, repair or scrap, and is…
- Fishbone Diagram (Ishikawa Diagram)A fishbone diagram, also called an Ishikawa or cause-and-effect diagram, is a visual tool that organises the possible causes of a problem…
- GembaGemba is a Japanese term meaning the actual place, used in lean management for the location where value is created, such as the shop…
- Heijunka (Production Levelling)Heijunka is the lean practice of levelling the volume and mix of production over time, so that a process makes a steady, repeating pattern…
- Industry 4.0Industry 4.0 is the name for the fourth industrial revolution: the integration of cyber-physical systems, industrial connectivity, data…
- Industry 5.0Industry 5.0 is a concept promoted by the European Commission that complements Industry 4.0 by placing human-centricity, sustainability…
- JidokaJidoka is one of the two pillars of the Toyota Production System: the principle of building quality into the process by giving machines…
- Just-in-Time (JIT)Just-in-time is a production strategy, one of the two pillars of the Toyota Production System, in which each process makes and receives…
- KaizenKaizen is the Japanese term for continuous improvement: a practice in which everyone, from operators to managers, makes small, frequent…
- KanbanKanban is a lean scheduling and inventory control method in which signals, traditionally cards, authorise the production or movement of…
- Lean ManufacturingLean manufacturing is a production philosophy, derived largely from the Toyota Production System, that seeks to deliver what customers…
- Manufacturing Execution System (MES)A manufacturing execution system is software that manages and records production on the shop floor in real time, connecting business…
- Manufacturing TraceabilityManufacturing traceability is the ability to follow a product, component or batch through its history, application and location, recording…
- OEE AvailabilityAvailability is the OEE factor that measures the share of planned production time in which equipment actually runs, calculated as run time…
- OEE PerformancePerformance is the OEE factor that compares actual output with the output possible at the ideal cycle time during run time, capturing…
- OEE QualityQuality is the OEE factor that measures the share of produced parts that are good the first time, calculated as good count divided by…
- Overall Equipment Effectiveness (OEE)Overall equipment effectiveness is a metric of how well planned production time is used, calculated as availability multiplied by…
- Pareto ChartA Pareto chart is a bar chart of problem categories, such as defect types or downtime reasons, sorted from most to least frequent or…
- PDCA Cycle (Plan-Do-Check-Act)The PDCA cycle is an iterative four-step method for continuous improvement and problem-solving: plan a change, do it on a small scale…
- Poka-YokePoka-yoke is a lean technique for error-proofing processes so that mistakes cannot be made, or are detected immediately before they become…
- Process Capability (Cp and Cpk)Process capability indices compare the natural spread of a stable process with its specification limits; Cp measures potential capability…
- Product GenealogyProduct genealogy is the as-built record of the parent-child relationships between a finished product and the components, sub-assemblies…
- Production Part Approval Process (PPAP)The production part approval process is an automotive industry procedure in which a supplier demonstrates, with defined evidence, that its…
- Quality Management System (QMS)A quality management system is the set of policies, processes, procedures and records an organisation uses to plan, control and improve…
- Reference Architectural Model Industrie 4.0 (RAMI 4.0)RAMI 4.0 is a three-dimensional reference architecture developed in Germany for Industry 4.0 that maps an asset's architecture layers, its…
- Root Cause Analysis (RCA)Root cause analysis is a structured approach to identifying the underlying causes of a problem, failure or incident, so that corrective…
- Seven Wastes (Muda)The seven wastes are the categories of non-value-adding activity identified in the Toyota Production System: transport, inventory, motion…
- Single-Minute Exchange of Die (SMED)SMED is a lean method for reducing changeover time, developed by Shigeo Shingo, that separates setup tasks that can be done while…
- Six Big LossesThe six big losses are the categories of equipment-related productivity loss used in total productive maintenance: equipment failures…
- Six SigmaSix Sigma is a data-driven quality improvement methodology that reduces process variation and defects through statistical tools and…
- Smart FactoryA smart factory is a production facility in which connected machines, sensors and software systems collect and share data continuously, so…
- Standard WorkStandard work, or standardised work, is the documented current best method for performing a task safely and with consistent quality…
- Statistical Process Control (SPC)Statistical process control is the use of statistical methods, chiefly control charts, to monitor a process over time, distinguish natural…
- Takt TimeTakt time is the rate at which products must be completed to meet customer demand, calculated as available working time divided by…
- Theory of Constraints (TOC)The theory of constraints is a management philosophy developed by Eliyahu Goldratt which holds that the output of any system is limited by…
- Total Effective Equipment Performance (TEEP)Total effective equipment performance measures how much of all calendar time is turned into good production, calculated as OEE multiplied…
- Total Productive Maintenance (TPM)Total productive maintenance is a plant-wide approach to equipment care, developed in Japan, that involves operators, maintenance staff…
- Toyota Production System (TPS)The Toyota Production System is the integrated manufacturing and management approach developed at Toyota, built on the two pillars of…
- Value Stream Mapping (VSM)Value stream mapping is a lean technique for drawing the flow of materials and information needed to deliver a product, from supplier to…
- Western Electric RulesThe Western Electric rules are decision rules for control charts that flag a likely special cause not only when a point falls beyond a…
- X-bar and R ChartAn X-bar and R chart is a pair of variables control charts that monitors the average and the range of small subgroups of measurements…
Other topics
- AI & Machine LearningMachine learning and deep learning fundamentals, LLMs and generative AI, RAG, AI agents and their protocols…
- Cloud & AI InfrastructureCloud computing and AI infrastructure terms: service models, containers and Kubernetes, DevOps and SRE practice, data…
- CNC & Precision MachiningCNC machine tools and machining practice: axes, spindles, feeds and speeds, G-code, offsets, CAM, tooling and tool…
- Cybersecurity & ComplianceApplication and enterprise security, from vulnerability classes and security testing to detection, response, identity…
- Industrial IoT & EdgeIndustrial IoT architecture and edge computing: OPC UA and MQTT, unified namespace, gateways and protocol translation…
- OT & Industrial CybersecuritySecurity of operational technology and industrial control systems: IEC 62443, the Purdue model, segmentation, secure…
- PLC & Industrial ControlProgrammable controllers and IEC 61131-3 programming, I/O, HMI, SCADA and DCS, PID and motion control, functional…
- Quality, Reliability & MaintenanceMaintenance strategies, reliability metrics and analysis, condition monitoring techniques, maintenance management…
- Robotics & Physical AIIndustrial and collaborative robots, kinematics, programming and simulation, grippers, machine vision, mobile robots…
- Textile & Automotive ManufacturingTextile production from spinning, weaving and knitting to dyeing and finishing, and automotive and EV production from…