Issue 3
Viewpoint
case · United States
US agencies warn of AI-generated attacks on Siemens S7 PLCs in critical infrastructure
US cybersecurity agencies said on 19 August 2026 that attackers are using AI-generated scripts to exploit Siemens S7-series PLCs in US critical infrastructure. The warning affects production lines and energy supply alike.
Who is affected and how
- plant manager
- Request an inventory of which S7 controllers are reachable on the network, and order segmentation of the control-system network.
- engineer
- Check access protection and program-change logging on S7 PLCs, and close any unnecessarily open access.
- energy specialist
- Review the external connections of PLC-controlled substation and building-services systems.
energy · United States
US electricity demand could rise up to 32% by 2030 because of AI data centres
A study says US electricity demand could jump by up to 32% by 2030 (2026-08-21). Another analysis puts data centres' share at 6.7–12% by 2028 and their consumption at 325–580 TWh.
energy specialistGrid capacity and reliability risks call for a longer horizon for connection and capacity planning.plant managerIndustrial power price and grid-connection risks should be factored into investment decisions.investment · United StatesNvidia backs 4.25 GW of OpenAI capacity at Ohio's Ports-Pike campus
Nvidia confirmed (2026-08-17) that it is backing 4.25 GW of OpenAI capacity at the Ports-Pike data centre campus in Ohio, which will exclusively host Nvidia AI compute. Nvidia is investing $1.5…
supplierProcurement of power plant, grid and cooling equipment will be shaped around the large campuses.energy specialistThe 10 GW of power capacity planned alongside the campus affects the region's generation and grid plans.engineerFixed-load, gigawatt-scale campuses are becoming the reference for electrical and cooling design.supply chain · globalAI data centers are absorbing the capacitors that carmakers need
Demand from AI data centers is draining carmakers' supply of capacitors, which could make cars more expensive (2026-08-22). The sourcing conflict is emerging in the component supply chain.
plant managerIt is worth assessing stocks of critical capacitor types and options for replacement sourcing.supplierLonger lead times and price increases are expected, so customer forecasts should be requested early.logistics specialistInventory strategy should be adjusted to uncertain component resupply.case · AsiaHyundai union stages first full strike in a decade over retirement age and AI job fears
The union at Hyundai Motor in South Korea held its first full strike in ten years (2026-08-21). Its demands include the retirement age and concern over jobs because of AI.
plant managerWhen introducing AI and automation, early consultation with employee representatives can reduce the risk of conflict.skilled workerThe union demands show that automation without employment guarantees becomes a source of conflict.Hungary
data centrePaks AI data centre sparks debate over power, cooling water and sovereigntyenergy specialistThe project's grid-connection and cooling-water needs may affect regional capacity, so it is worth following the permitting process.engineerCooling and power-supply design is a topic of professional debate, where Hungarian engineering expertise could be offered.automationHUN-REN SZTAKI and Hitachi use generative AI to redesign battery production linesplant managerBefore a line conversion, check whether optimisation-based software design can shorten the planning phase.engineerThe collaboration with a Hungarian research institute offers a new tool for layout and process design.energyCETIN Hungary uses AI-based network control to cut telecom network energy useenergy specialistFor high-consumption, always-on infrastructure, AI-driven load management promises measurable savings, so the results are worth tracking as a benchmark.automationHungarian firms, including Waberer's, build fleet digitalisation partnership to cut costs and paperwork with AIlogistics specialistIt is worth assessing the automation of administrative processes (freight documents, fleet data) in your own operations too.SME ownerAs a smaller haulage subcontractor, you may find that the client expects digital data exchange.automationHungarian Industrial Special-Purpose Machine Grand Prix field showcases robot cells and AI-controlled machinesplant managerThe references of domestic special-purpose machine builders show the local suppliers of robotised cells.engineerAI-controlled machines may become a new expectation in special-purpose machine building.automationVendo open house: automation in small-batch production at Hungarian SMEs is possible but not always simpleSME ownerFor small batches, look for automation that can be reconfigured flexibly rather than solutions built for large series.plant managerStart identifying automatable steps with the largest repetitive operations.investmentPoland emerges as AI and smart logistics hub amid big tech investmentlogistics specialistA competing regional logistics hub could affect Central European transport routes and the labour market.supplierData centre construction in Poland opens a new circle of regional customers.roboticsBrightpick expands partnership with Dr. Max Group, building on Prague warehouse robotslogistics specialistRobotic order picking in a pharmaceutical wholesale warehouse offers a Central European reference project.
More key stories of the week
energy · global
Small modular reactors: data centers hope for them, but the technology is unproven
TerraPower's reactor is being developed to power AI data centers (2026-08-19), but one guide says an SMR is still not an orderable product for a single campus in 2026. Short sellers booked a $2…
energy specialistShort-term capacity plans cannot rely on SMRs, because commercial availability is uncertain.supplierThe market for nuclear components offers a long-term but risky opportunity.data centre · United StatesAuthorities restrict data centres: Pennsylvania requires a contract, Texas launches an audit
A Reuters factbox (2026-08-18) collects the regulatory restrictions on data centres amid the AI boom. Under Pennsylvania's new rule, a contract is required for planning, and the Texas governor has…
supplierPermitting and grid-connection delays can push back delivery schedules, so build extended deadlines into contracts.energy specialistGrid-connection requirements may tighten, which also affects capacity planning.automation · globalWarehouse operators speed up automation, driven by wage pressure and fast home delivery
Rising wages and demand for fast home delivery are putting more robots in warehouses (WSJ, 2026-08-17). The 2026 trends include agentic AI, a humanoid reality check and the robotics-as-a-service…
logistics specialistUnder a robotics-as-a-service model, operating responsibility and performance guarantees must be fixed in the contract.SME ownerSubscription-based robots that need no upfront capital can be considered even for a smaller warehouse.plant managerAutomating internal logistics is a cost factor because of wage escalation.supply chain · globalData-center construction boom creates demand for US and European industry
The AI data-center construction boom is pulling in a widening range of US manufacturers (2026-08-19 to 22). European makers of vacuum pumps, heat exchangers and industrial gases are seeing new demand.
supplierDemand for cooling, vacuum and industrial-gas products is a new source of orders.plant managerCapacity reservations may also lead to longer delivery times.SME ownerData-center projects on the customer side may bring subcontracting work.factory · United StatesLG Energy Solution opens Michigan plant, shifting toward energy storage for AI data centers
LG Energy Solution has opened its Michigan plant to serve AI-driven demand for energy storage systems (ESS), it said on 2026-08-19. The company is shifting its focus from EV batteries to energy…
plant managerThe switch from EV to ESS products offers cell-manufacturing plants a template for changing over production.supplierA product mix built on LFP chemistry also changes materials and component sourcing.energy specialistAdded ESS capacity increases the options for grid storage.automation · globalAI in grid operations: Chilean transmission upgrade, Iberdrola's agents, wildfire prevention
In southern Chile, AI expanded transmission capacity by 60 percent, and Iberdrola is deploying nearly 500 AI agents across its electricity operations (2026-08-17). Grid operators are using AI and…
energy specialistMaking better use of the existing grid (dynamic line rating) is an option to examine before building new lines.engineerExperience from deploying operational agents and risk forecasts can be adopted elsewhere.survey · globalAI returns in logistics and business: gains are possible, but projects stall
A BCG survey finds that logistics providers and shippers are making progress on AI adoption, but significant gaps remain (2026-08-20). According to Portfolio, a twofold return is achievable, but most…
logistics specialistTie AI projects to live operational metrics and an owner, otherwise the pilot will not scale.SME ownerA smaller company should start with one specific, measurable process.energy · United StatesGrid operator PJM would also disconnect data centres in an emergency
Under a PJM proposal (2026-08-18), data centres could be shut down in an emergency, but they are demanding essential-load status. The proposal would rank hyperscale computing capacity behind…
energy specialistA change in the load-shedding order affects the outage risk of industrial consumers.plant managerIt is worth reviewing contracts on interruptible supply.supply chain · globalGas turbine shortage becomes the biggest constraint on powering AI data centres
According to Yahoo Finance, the production schedule the manufacturer confirmed on its July 22 earnings call underpins every data centre power plant plan (2026-08-22). Limited gas turbine output is…
energy specialistGas turbine projects have long delivery lead times, so early reservation and alternative generation options should be considered.supplierExpect stronger demand for turbine-related parts and servicing.investment · European UnionEurope wants its own AI: AI gigafactories and local resistance to data centres
After the AI factories come the AI gigafactories, with more than €30 billion potentially in motion (2026-08-18–21). Brussels is planning giant gigafactories, while a politician in a Paris suburb…
energy specialistThe energy and grid demands of European gigafactories will be examined at the permitting stage, so grid plans are worth following.supplierThe EU gigafactory programme signals a large, long-term market of customers.engineerEnergy-efficiency and cooling design expertise could be key to European projects.investment · globalSchneider Electric agrees to acquire Cognite to strengthen industrial AI
Schneider Electric has agreed to acquire Cognite (19 August 2026). The move strengthens the company's strategic position in industrial AI.
plant managerPlants using Cognite or Schneider software should clarify the development roadmap and contract terms.engineerWith industrial data platforms consolidating, build integration architecture on open interfaces.In brief
energyWho pays for grid upgrades for AI data centres? From Toronto to regional energy equityenergy specialistHow grid-upgrade costs are shared may shape tariffs and connection conditions.roboticsWarehouse robots: Robust.AI names new CEO, Dexory adds simulation, Dexterity loads truckslogistics specialistTruck unloading and loading is one of the newly automatable workflows worth trying in a pilot.engineerSimulation-based robot development can shorten deployment.automationOmron and Delta show semiconductor inspection and dual-arm AI robot at Taiwan trade showsengineerProduction-line digital twins help with simulation before investment.plant managerDual-arm robot platforms point towards work cells designed to fit human workplaces.factoryChina's AI-native factories: TCL reports 30% sales growthplant managerThe flexibility of Chinese AI-native factories gives a competitive edge in international markets, so it is worth comparing your own changeover times.supplierFast, AI-driven order fulfilment raises expectations for suppliers' delivery accuracy.automationTreon takes over Amazon Monitron technology as Motive and Geotab push AI predictive maintenanceplant managerAs a Monitron user, clarify the terms of the platform switch and how data will be migrated.logistics specialistCompare the price and payback of predictive maintenance tools that reduce fleet downtime.SME ownerFor smaller fleets, software-based forecasting can cut workshop costs.energyFormer SpaceX engineers seek to revive long-dormant nuclear projectenergy specialistA new, committed power-buyer market could open up for nuclear development, but the timeline for delivery is uncertain.surveyMcKinsey survey finds AI in oil and gas still far from matureengineerUsing AI to extend engineering capacity is at an early stage, so it is worth starting from pilot projects.energySiemens and Reinhausen move to industrial-scale solid-state transformers for data centersengineerThe shift toward 800 VDC power architecture brings new design standards and component requirements.supplierSST and DC distribution may create new demand for circuit and cooling components.energy specialistGrid connection is decided on the medium-voltage side, so SST maturity affects the connection plan.energySunrun to supply Voltus with home battery capacity for AI hyperscaler agreementsenergy specialistDistributed batteries becoming players in the capacity market points toward flexibility services.roboticsLG and NVIDIA deepen alliance on humanoid robots, AI factories and future mobilityplant managerStandardisation of physical AI platforms will influence which platforms plants choose for later robot purchases.engineerRobot development built on the Nvidia ecosystem creates a need for matching skills.factorySouth Korean AI factories: Paldo adds autonomous manufacturing at Naju, Lincsolution plans defence dark factoryplant managerLights-out production with no human intervention is now appearing in small-batch defence manufacturing too.engineerLinking 3D printing with AI control creates a new need for process supervision.automationHitachi High-Tech uses physical AI to optimise cathode coating for solid-state batteriesengineerAI optimisation of coating parameters is a tool for improving cell manufacturing yield.plant managerWhen introducing new cell types into production, process optimisation can shorten the learning curve.automationAI makes robots easier to use for small and large manufacturersSME ownerEasier-to-program robots lower the barrier to entry, so palletizing and inspection are the lowest-risk starting areas.plant managerWhen choosing robotic tasks, simpler installation and changeover are the deciding factors.energyCustom gas plants for data centres put tech companies' climate pledges at riskenergy specialistThe spread of on-site gas plants pushes planning toward gas supply and emissions regulation.investmentSiemens invests $200 million in US manufacturing to serve AI infrastructuresupplierExpanding US manufacturing opens new points of competition and cooperation in the electrical and automation supply chain.investmentSouth Korea revises power demand forecast as 1.2 quadrillion won data center investment beginsenergy specialistThe government's forecast revision indicates that planning must account for the load from semiconductor and AI projects.roboticsHumanoid welders in shipyards, and a steel-parts robot factory from former SpaceX engineersskilled workerRobots will complement welders' work, so complex welding skills that require programming and supervision may become more valuable.plant managerAI-driven automation of parts manufacturing is a competitive factor even in small-batch metalworking.factoryAlstef and ROX to build facilities for AI-powered autonomous vehiclesplant managerGrowing AGV and autonomous vehicle capacity widens procurement options.supplierAutonomous vehicle manufacturing creates new demand for components and sensors.data centreYTL Power to double data center capacity to 2.4 GW by 2032energy specialistThe model of a power generator operating data centers is one possible direction for capacity planning.roboticsGravis Robotics raises $200M for autonomous construction machinesSME ownerConstruction subcontractors need to reckon with the spread of autonomous earthmoving machines.skilled workerMachine operation may shift toward machine supervision.investmentMicron raises planned US investment to more than $250 billion through 2035supplierUS semiconductor expansion means work for chemical, gas, piping and equipment suppliers too.energy specialistThe power demand of large manufacturing campuses raises local grid questions.energyChina switches on 12.8 GWh battery cluster in Mongolian steppe, run by AIenergy specialistAI-based control of large storage parks signals a new operating model for grid regulation.caseHyundai Motor Group reaches 80% employee adoption of new AI toolsengineerThe adoption rate and time savings are a benchmark for your own AI rollouts.plant managerHigh adoption presupposes organised rollout and training.roboticsHexagon begins training AEON humanoid robots at Schaeffler factoriesplant managerTraining humanoid robots in bearing and motion-technology plants shows what a real pilot environment looks like.engineerExperience from industrial training offers guidance for designing robots adapted to human workplaces.surveyPwC: Indian manufacturers lead on AI adoption but trail China on innovationplant managerThe pace of AI adoption among Indian and Chinese competitors is a benchmark in the cost and innovation race.surveyEuropean industry lags in digitalization, new report puts numbers on the gapplant managerThe digitalization gap affects the quality of inventory visibility and planning, so improving data-driven inventory management may be a priority.logistics specialistIncomplete digital data exchange reduces supply chain visibility.factoryApple to assemble Mac Mini at Foxconn's Houston plant later this yearsupplierUS assembly may create new supplier and logistics requirements.automationStellantis upgrades 15-year-old robots with AI vision from Inboltplant managerRetrofitting an existing robot fleet with AI vision can be a cheaper alternative to buying new robots.engineerA vision system that can be added to older robots is a way to expand capability without changing over production.data centreCMPak agrees to develop AI-ready Tier-III data center in KarachisupplierDemand for cooling and power-supply equipment may grow in a new Central-South Asian market.energyChey Tae-won and Bill Gates discuss nuclear power for AI data centersenergy specialistNuclear partnerships among large industrial groups signal where long-term capacity expansion may head.roboticsChinese robotics chiefs say robots are nearing their 'ChatGPT moment'plant managerThe statements are timing expectations, not finished products; base robot purchases on pilots.factoryMitsui Kinzoku plans new Malaysia copper foil plant on expected AI-driven demandsupplierThe added copper foil capacity affects the materials side of the electronics and battery supply chain.