#warehouse-automation

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文章（63）

Warehouse Drone Inventory Counting: When Flying the Aisles Beats Climbing the Racks

Warehouse drone inventory counting promises a quick sweep of high-bay racks, but the real payoff is in avoided shutdowns and safer counts — and only after labels, bin discipline, and WMS data are fixed. Lao Mi walks through pilots, pitfalls, and a self-test.

2026-11-01

自动化 · 拣选技术

Automated Put Wall Setup: From Cubby Layout to Go-Live Acceptance

Buying the wall is the easy part. This step-by-step guide covers cubby planning, siting and ergonomics, WMS integration, what advanced put-to-light really adds, and the acceptance checklist to sign against.

2026-10-31

AI · ai:usecases

Camera Pallet Counting: What Visual Stock Counts Get Right, and Where They Fail

Camera pallet counting accuracy is not a fixed number. This article sets out a scenario-based acceptance framework for where visual counts hold up and where they fail.

2026-10-31

自动化 · 拣选技术

Warehouse Voice Picking Headset Selection: Match the Headset to Your Warehouse, Not the Spec Sheet

Warehouse voice picking headset selection is not about the prettiest spec sheet: match microphone noise rejection, comfort, and maintenance to your warehouse noise, movements, and shift pattern, or pickers will quietly stop wearing the headset.

2026-10-29

自动化 · 自动化立库

Stacker Crane Preventive Maintenance: The Inspection Ledger for Rails, Encoders, and Safety Circuits

Stacker crane preventive maintenance is not about piling up spare parts. It is about a separate inspection ledger for rails, encoder cables, and safety circuits, so downtime stops ambushing the night shift.

2026-10-27

自动化 · 拣选技术

The Warehouse Order Picker Lift for High-Bay Picking: When It Pays, and Where Maintenance Bites

A warehouse order picker lift only pays when one trip up picks several pieces. Da Liu lays out the high-bay picking line between lifts and forklifts, a shift-level cost check, and the three maintenance traps that eat the saving, before trusting the brochure's maximum lift height.

2026-10-27

自动化 · 自动化立库

Getting AS/RS and WMS to Talk: WCS Handshakes, Task Messages, and Exception Handling in Practice

Nine out of ten AS/RS projects fail on the middle layer, not the cranes: the WCS. Lao Mi walks through the WMS-WCS-AS/RS message flow, three classic integration wrecks, and four iron rules for keeping them talking.

2026-10-23

自动化 · agv

How Long Does AGV Deployment Take? 8-Week Pilots, 6-Month Rollouts — Where the Time Goes

How long does AGV deployment take? 8–12 weeks for a pilot and 6–12+ months for a full rollout — and two-thirds of that time isn't the vehicles. Da Liu breaks down the five phases, three selection dividing lines, and three delay traps, ending with the one number that decides whether the money is worth it.

2026-10-23

自动化 · 码垛与包装

Robotic Depalletizer ROI: A Warehouse Engineer's 12-to-30-Month Payback Math

Robotic depalletizer ROI isn't about the robot arm — it's about how standardized your pallets are. An automation engineer breaks down the $200k–$450k payback math, the buy/don't-buy line for three warehouse types, combo palletizing cells, and the maintenance traps that halve real-world ROI.

2026-10-23

系统选型 · WCS设备控制

WCS vs WMS: The Real Difference, and How to Avoid Paying Twice for the Same Feature

WCS vs WMS: one keeps the books, one runs the machines. A 20-year supply chain veteran explains the real difference, when a WMS alone is enough, how the three layers divide the work, and three questions to ask vendors before paying twice for overlapping features.

2026-10-23

自动化 · agv

RGV Rail-Guided Vehicles: When They Beat AGVs and Conveyors

RGV rail-guided vehicles vs AGVs vs conveyors: the four-dimension selection boundary (volume, distance, payload, flexibility), the maintenance traps nobody prices in, and the one number — cost per pallet-kilometer — that settles whether it's worth it.

2026-10-23

自动化 · automation:agv

The AGV Preventive Maintenance Checklist: Skip These and Your Fleet Slows Down

A field-tested AGV preventive maintenance checklist for warehouses: batteries, drive wheels, laser lenses, charging contacts, and navigation maps — what to check, how often, what your own team can do versus what belongs to the OEM. A slowing fleet is usually starved of maintenance, not of spare parts.

2026-10-22

仓储门道 · 动线与流程优化

Returns Processing Automation for E-commerce Warehouses: Sorting, Inspection Grading, and the Real Math

An automation engineer breaks down the e-commerce returns line into three moves — induction, inspection grading, and sortation — and draws a hard cutoff: below about 1,500 returns a day, an automated sorter burns money. Includes a volume-tier decision table, two peak-season cases from real returns operations, why the inspection grading station, not the sorter, decides whether the project lives or dies, how small and large facilities should take completely different paths, and the maintenance traps nobody budgets for. The payoff is not labor savings — it is how fast resalable goods get back on the shelf, and one number tells you whether the money was worth it.

2026-10-22

系统选型 · software:wes

WES vs WMS: Which Do You Need — Decision Guide for Four Warehouse Profiles

WES vs WMS — which do you need? A warehouse operations manager breaks down WMS, WES and WCS in plain floor language, then draws the decision line across four warehouse profiles: manual, semi-automated, highly automated, and heavy-asset facilities.

2026-10-22

AI · ai:outlook北美

World Models in the Warehouse: The Next Step for Physical AI

World models are moving AI from the chat window into the warehouse. As physical AI learns to simulate the world, the biggest bottleneck in robot training — data — is starting to loosen. Here is the technology, the capital, and a 2026-2028 timeline.

2026-10-21

AI Agents in the Warehouse: How Far Is Exception Handling From 'Machine Acts First'?

On AI agents in warehouse exception handling, my verdict: the near-term value isn't auto-resolution, it's auto-watch. Costs before benefits — three pilots worth trying now, three red lines to never cross, and a clear line between what the machine watches and what only a human decides.

2026-10-17

自动化 · 拣选技术

Pick and Pass Order Picking: When Passing Orders Zone to Zone Actually Pays Off

Pick and pass order picking moves the order itself through pick zones like a relay baton. This guide covers how it works, the investment math for conveyors vs manual vs AMRs, the selection criteria, and the biggest trap: unbalanced zone takt time causing jams.

2026-10-17

AI · 行业展望

From Plug-in to Native: What an AI-Native WMS Architecture Looks Like, and What Switching Really Costs

What does an AI-native WMS architecture actually look like, and what does switching cost? Drawing on the MHI-Deloitte 2024 report and Gartner's 2026 WMS trends, this piece maps the three-layer architecture and prices the five hidden costs of generational change.

2026-10-17

AI · 技术解析

Why Pickers Ignore the AI's Pick Path: Making Pick-Path Optimization Stick

AI pick-path optimization keeps stalling on the warehouse floor. A supply chain researcher traces the gap through misaligned incentives, trust deficits, and bad master data — and argues the industry is shifting from the shortest route to the most agreeable one.

2026-10-16

自动化 · 自动化立库

ASRS vs AMR Cost Comparison: Per-Slot Cost, Throughput, and Risk

An asrs vs amr cost comparison warehouse buyers can actually use: per-slot cost, throughput ceilings, footprint, lead time, and failure modes — with the math from two real projects.

2026-10-16

自动化 · 选型方法论与ROI

Should a 3PL Invest in Warehouse Automation? The Math for Multi-Client Operations

3PL warehouse automation ROI is a math problem, not a technology one. This guide breaks down the true cost structure, three ways to calculate payback, and a two-inequality decision rule — so multi-client operators sign only when the numbers work.

2026-10-16

AI · 落地场景

Computer Vision at the Receiving Dock: PO Matching and Damage Evidence, Upstream

Computer vision for inbound receiving inspection: cameras count cartons at the dock, match them against the PO, and photograph damage for carrier disputes automatically. This guide covers 2D vs 3D selection, lighting and dust pitfalls, WMS integration with freeze-before-putaway, plus two real deployments and a labor-vs-vision ROI comparison.

2026-10-15

自动化 · 自动化立库

Before an ASRS Goes Live: Cold Test, Hot Test, and Performance Acceptance Checklists

ASRS commissioning acceptance is about more than watching machines move. A 15-year trucking veteran walks through the three gates every automated warehouse must pass — cold test, hot test, and the 72-hour performance run — and why the acceptance checklist belongs in the contract, with final payment tied to sign-off.

2026-10-15

自动化 · 自动化立库

How Much Does an ASRS Cost Per Pallet Position? The Real Numbers by System Type

How much does an ASRS cost per pallet position? Da Liu breaks the real cost down per position across unit-load, mini-load, shuttle, and VLM systems — plus the payback formula and the maintenance traps vendors won't mention.

2026-10-14

自动化 · 自动化立库

Retrofitting AS/RS into an Existing Warehouse: Floor Loading, Clear Height, Fire Protection

Full disclosure first: our warehouse is 3,000 square meters, 7 meters of clear height, and the floor was poured a decade ago. An AS/RS — the automated storage and retrieval system with those towering stacker cranes — is something I'll probably only ever admire at trade shows. But people keep asking me: "Hey Ma, can an old warehouse be retrofitted with an AS/RS?" Fine. Today I'll measure the three hard thresholds for you, and once you've measured them, you'll know whether you should keep dreaming.

2026-10-14

AI · 行业展望

AI Liability and Warehouse Regulation: Who Owns a Bad Algorithm Decision

When a warehouse algorithm gets it wrong, who pays? This guide covers AI liability and warehouse regulation across vendor, integrator, and operator.

2026-10-14

自动化 · sortation

Small Parcel Sorting Robots in the Warehouse: The Volume Where They Finally Beat a Cross-Belt

A small parcel sorting robot looks great in a demo video, but demos never show the payback math. Here is the volume, chute count, and floor-space line where sorting robots actually beat a cross-belt sorter.

2026-10-14

自动化 · sortation

How Many Orders Before a Pouch Sorter Pays Off in Apparel Ecommerce?

How many daily orders justify a pouch sorter in apparel ecommerce? A 15-year trucking veteran breaks down the volume threshold, pouch sorter vs cross-belt sorter, and the ROI math most sellers get wrong.

2026-10-13

自动化 · 选型方法论与ROI

AMR Payback Period for Warehouses: 18 Months or 4 Years? Run the Numbers Yourself

AMR payback period for warehouses varies wildly: 16 months in a California 3PL vs 4+ years in a Kunshan e-commerce warehouse. This cost-analysis walkthrough breaks down the full investment, annual operating cost, and a 6-input payback calculator — plus the three levers that actually move the number.

2026-10-13

AI · 技术解析

How Much Does AI Vision Inspection Really Cost in a Warehouse? Cloud vs. Edge Inference, by the Numbers

At about $1 per 1,000 images in the cloud versus near-zero marginal cost on a $249 edge box, the gap looks like 10x — but only above a certain volume. A researcher's breakdown of warehouse vision inspection inference costs: where the 10x holds, where the cloud wins instead, and the cost drivers most buyers miss.

2026-10-13

系统选型 · WCS设备控制

WMS vs WES vs WCS: Which One Should You Actually Buy?

WMS vs WES vs WCS — buyers keep asking which acronym to buy, and most ask the wrong question. Here is a problem-first selection framework, three real project stories, and a price-magnitude comparison table from a consultant who has done 30+ go-lives.

2026-10-13

仓储门道 · 海外仓北美

US Overseas Warehouses Are Automating: AMR, Sorters, or Auto-Packing — Which Comes First?

US overseas warehouse owners aren't choosing automation — labor costs are choosing it for them. Automation engineer Da Liu breaks down the decision framework: three numbers (daily orders, lines per order, SKU count) decide whether AMR, cross-belt sorters, or auto-packing goes in first, plus a payback math on auto-packing lines.

2026-10-13

系统选型 · WES仓储执行

WES vs WCS: What Each Layer Actually Does — and Whether You Need Both

WES vs WCS: one runs the work, the other runs the equipment. A WMS consultant's three-step checklist for deciding whether your warehouse needs both layers — plus the expensive mistake of running WCS without WES.

2026-10-12

自动化 · 拣选技术

Goods to Person vs Person to Goods: Designing a GTP Picking Station That Actually Pays Off

Goods to person vs person to goods warehouse automation: Da Liu breaks down GTP picking station design, the order-profile cutoff for ROI, and the maintenance traps integrators don't mention.

2026-10-12

系统选型 · WCS设备控制

Taming WCS Alarm Fatigue: When 300 Alerts a Day Means Zero

Three hundred WCS alarms a day trained everyone to ignore them — until a real motor jam burned out unnoticed. A veteran's playbook for alarm tiers, escalation, and suppression that made every alert worth answering.

2026-10-12

AI · 落地场景

RPA in the Warehouse: Automating Reconciliation and Reporting Without Night Shifts

RPA isn't about replacing people — it's about ending the monthly all-nighters. A warehouse ops manager shares how his team automated invoice reconciliation and daily reporting, what it really cost, and the one trap that blinds every RPA bot.

2026-10-12

AI · 技术解析

AI Agents in the Warehouse: From Chat Assistants to Task Automation

Warehouse AI agents are evolving from Q&A assistants into systems that call WMS APIs and execute tasks. This analysis maps three task categories that can genuinely land, the authority and error-cost barriers holding most warehouses back in 2026, and a timeline for adoption.

2026-10-11

AI · 行业展望

The Lights-Out Warehouse by 2030: How Far Off, and What Small Warehouses Can Steal From It

Lights-out warehouses will arrive by 2030 — just not for small operators. A 3,000-sqm warehouse owner breaks down automation maturity by process, compares cost structures, and shares four affordable 'lights-out lite' upgrades small warehouses can steal today.

2026-10-11

自动化 · 自动化立库

Freezer ASRS at -25°C: How to Spec and Maintain an Automated Cold Storage ASRS

A freezer ASRS isn't just an ASRS in a cold room — frost, brittle steel, and dying batteries change every engineering assumption. Automation engineer Da Liu breaks down the physics, the stacker-crane vs. four-way-shuttle vs. satellite-cart decision line, and the maintenance traps that eat your uptime in an automated freezer warehouse.

2026-10-11

自动化 · AMR·AGV

AMR Door and Elevator Integration: Cross-Zone Dispatch in Practice

An AMR fleet is only as good as its handshake with the building. This cost ledger covers dry-contact door integration, elevator access modules, and fire compliance—and names where the money is actually wasted.

2026-10-11

AI · 行业展望

Humanoid Robots in Warehouses: A 2026 Deployment Reality Check

2026 is the first year humanoid robots moved from stage demos into factories and warehouses. Based on public data on humanoid robots warehouse deployment 2026, this article reviews real cases—Figure, Digit, Atlas—examines why 2026 was the turning point, and maps the four gaps to scale: uptime, unit economics, safety compliance, and task depth, with a pilot evaluation framework.

2026-10-11

系统选型 · RCS机器人调度

RCS Multi-Robot Task Allocation: Assigning Jobs Without Pileups and Deadhead Runs

RCS multi-robot task allocation isn't closest-first: distance, battery, task type, and congestion decide. Lin Xiao compares four allocation strategies, shares two go-live war stories, and shows why a 20% idle fleet beats a fully loaded one.

2026-10-11

自动化 · 拣选技术

Voice Picking vs RF Scanning: A Three-Dimensional Comparison of Accuracy, Speed, and Cost

Voice picking vs RF scanning compared across accuracy, speed, and cost - with one counterintuitive finding: for your best pickers, RF scanning can actually slow them down.

2026-10-10

自动化 · 拣选技术

Pick-to-Light System Cost: Is It Worth It? From Per-Light Price to Payback Period

The only number that matters in pick-to-light system cost: payback months = total investment divided by monthly net savings. A logistics cost analyst breaks down all-in cost per light, works through a real Ohio 3PL's $196K deployment at ~14-month payback, and draws the line — over 24 months, don't buy.

2026-10-10

AI · 技术解析

Drone Inventory Counting in Warehouses: Is the Accuracy Good Enough — and Can Humans Step Aside?

Is drone AI inventory counting accurate enough to drop human verification? From two real pilots, three bottlenecks — misreading, mislocating, the inability to act — and why the hybrid model beats full automation.

2026-10-10

系统选型 · RCS机器人调度

RCS Alert Storm: Which AMR Alarms to Silence — and Which Ones You Must Never Ignore

A 50-AMR warehouse can generate thousands of RCS alerts a day — until operators learn to ignore them all, and a real P0 fault drowns in the noise. Da Liu breaks down a three-tier AMR alarm triage (P0/P1/P2): which alarms to mute, which to never ignore, and three pitfalls in alert tuning.

2026-10-10

自动化 · 自动化立库

ASRS Task Priorities: Misconfigure Your WCS Scheduling and Outbound Waves Stall for an Afternoon

No standard answer exists for WCS task priority — only trade-offs. Lao Mi breaks down the five-tier priority matrix, dynamic re-weighting switches, and peak/off-peak strategies that keep outbound waves moving.

2026-10-10

AI · 技术解析

Warehouse AI Vision Inspection: What the Cameras Actually See, and How to Tell If They're Worth It

Warehouse AI vision inspection is moving from optional add-on to standard equipment. This piece breaks down the three real jobs cameras do in a warehouse — code reading, damage detection, label verification — explains the three variables behind accuracy claims, and gives a five-step framework for deciding whether a vision system is worth the investment.

2026-10-10

自动化 · AMR·AGV

AMR vs AGV Warehouse: Which to Choose? Stop Comparing Specs—Watch How Your Warehouse Moves

AMR vs AGV warehouse—which to choose? Automation engineer Da Liu skips the spec-sheet war: AGVs are trains, AMRs are veteran drivers. A comparison table, a four-question framework, and the one number that settles it.

2026-10-10

自动化 · 选型方法论与ROI

"Warehouse Automation Acceptance: The 90-Day KPI Punch List"

Warehouse automation acceptance is a money decision, not a ceremony. Here is the 90-day KPI punch list — seven measurable lines with penalties — plus what each missed point costs you per day.

2026-10-10

自动化 · 选型方法论与ROI

How Many AMRs Do I Need? A Fleet Sizing Guide That Starts With Your Task Count, Not the Quote

How many AMRs do I need? Stop guessing. This fleet sizing guide gives you the working formula — peak tasks per hour times cycle time, minus the charging tax — plus an itemized bill for what buying 20% too few really costs when peak season hits.

2026-10-10

自动化 · 拣选技术

Pick-to-Light vs. Voice Picking: A Data-Driven Comparison of Accuracy and Speed

Which is better, pick-to-light or voice-directed picking? This piece compares published field data on accuracy, UPH, training time, and investment, offers a three-question selection framework, and examines how vision AI may rewrite both approaches.

2026-10-09

自动化 · 拣选技术

"Goods to Person Picking Station: 3 Fixes When Human Pace Can't Keep Up with Robots"

The goods to person picking station usually fails for one reason: the robot is faster than the person. With robots delivering 40-60 totes per hour and pickers managing 150-250 units in the same time, queues build up fast. This article breaks down the takt mismatch, offers three fixes, and includes a ready-to-use takt matching worksheet.

2026-10-09

自动化 · 输送与分拣

Telescopic Belt Conveyors: The Truth About Doubling Dock Throughput (and When Not to Buy One)

Can a telescopic belt conveyor really double your dock throughput? An automation engineer breaks down real timed trials, three spec'ing dividing lines, payback math, and four maintenance traps — so you know exactly when the money is worth it.

2026-10-09

AI · 行业展望

Which Warehouse Jobs Will AI Reshape in the Next Three Years?

AI will reshape warehouse roles over the next three years along three logics — task structurability, data digitization, and hiring pressure. A timeline with evidence, payback math, and one counterintuitive finding.

2026-10-09

系统选型 · WCS设备控制

WCS Alarm Flooding: How to Prioritize Thousands of Daily Alarms

A warehouse WCS fired 4,000+ alarms a day until the tech muted it. A field-tested three-tier prioritization method, root-cause convergence, and tying alarms to MTTR.

2026-10-08

自动化 · 码垛与包装

Robotic Case Packing: Should High-Mix, Low-Volume Warehouses Even Bother?

Under 30,000 cases a month and over 500 SKUs? A robotic case packer will most likely sit there looking expensive. Changeover time, carton proliferation, infeed chaos, maintenance downtime — the math rarely works for high-mix warehouses. Here's the honest breakdown and a clear line in the sand.

2026-10-08

自动化 · sortation

Crossbelt vs. Sliding Shoe Sorters: The Selection Math for Mid-Size Warehouses

Under 30,000 orders a day, don't touch a crossbelt. Head-to-head on throughput, product mix, noise, and maintenance; the $1.8–2.4M math on a mid-range system; and three lighter alternatives for mid-size warehouses.

2026-10-08

AI · 行业展望

Humanoid Robots Are in the Warehouse. Your Pickers Are Safe — For Now

Humanoids are really entering warehouses — but real picking is at least three years out. Three live pilots, five gaps, and what your warehouse should do now.

2026-10-06

自动化 · 输送与分拣

Faster Conveyors Don't Mean Faster Warehouses: Matching Line Speed to Pick Rate

A conveyor is a metronome, not a race car. Set the line speed to your pickers' real pace, or every meter per minute you add just buys you a bigger traffic jam.

2026-10-05

AI · 落地场景

Voice Picking Gets an AI Upgrade: I Spent Two Days Watching a Live Pilot

Last month I walked into a 3PL warehouse in Fontana — 120,000 square feet, mostly e-commerce parcels, about forty pickers on the floor. The owner told me they'd run traditional voice picking for three years and liked it fine. But every peak season, temp hiring turned training into a bottleneck. And whenever the conveyor roared or a forklift rolled past, recognition accuracy visibly dropped. So they agreed to pilot a new AI voice assistant for picking, and asked me to come watch the numbers.

2026-10-05

自动化 · 拣选技术

Put Verification in the Wrong Place and It's Wasted Work — Picking the Right Stage for Error Checks

Last month I visited a 3PL warehouse in Ontario. The owner was frustrated: over 4,000 orders a day, returns wouldn't come down, he'd added three people to the verification station, and complaints kept rolling in. I stood by their packing line for forty minutes and spotted the problem: the verification station only counted pieces. Scan gun beeps, piece count matches, order ships. Wrong color, wrong size, wrong batch — nothing like that ever got caught.

2026-10-04

AI · 技术解析

Edge vs Cloud: Where Should Warehouse AI Inference Actually Run?

A Riverside DC's vision inspection broke in week one: cloud inference latency arrived half a beat late and problem parcels flowed into the sort chutes. Lao Mi breaks down latency, bandwidth, cost, and compliance into a three-tier edge/cloud/hybrid deployment playbook with a three-step rollout.

2026-10-03

新闻（19）

来源：Logistics Viewpoints

Humanoid Robots Are Finally Entering the Warehouse. Can They Deliver Real ROI?

Humanoid robots are moving from labs to live warehouse floors, but whether they can deliver genuine ROI is still an open question. The analysis argues that hardware cost, task fit, and maintenance burden will decide their value — and that against proven AMRs and AGVs, humanoids have no clear edge in material handling yet. Warehouse managers are advised to run small pilots validated against hard KPIs like throughput and error rates before scaling.

2026-10-19#humanoid-robots#warehouse-automation#roi

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来源：Logistics Manager (UK)

IntraLogisteX brings warehouse automation, AI and supply chain innovation to Singapore

IntraLogisteX, the international intralogistics, warehousing and automation exhibition brand, will launch its first Asia-Pacific edition at Singapore EXPO on 2–3 December 2026. A free conference and forum programme will run more than 30 sessions on AI and automation in real operations, warehouse technology selection and resilient regional networks, with confirmed speakers from Swire Coca-Cola, Wilmar International, Unbox Robotics and others. Visitors will be able to compare warehouse automation, robotics, picking and sortation solutions on the show floor.

2026-10-19亚洲#exhibition#warehouse-automation#ai#asia-pacific

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来源：DC Velocity

Walmart opens its 5th next-generation fulfillment center

Walmart last week opened its fifth next-generation fulfillment center, a 900,000-square-foot facility in California. Its automated, high-density storage and retrieval system brings products directly to associates, compressing a 12-step fulfillment process to five, while machine learning takes over repetitive manual tasks. Combined with the rest of the network, the centers will reach 95% of the U.S. population with next- or two-day shipping; Walmart Fulfillment Services will also use the site for third-party sellers.

2026-10-14北美#walmart#warehouse-automation#fulfillment-center

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来源：Logistics Manager

Cutter & Buck opens automated distribution centre in Texas

US apparel company Cutter & Buck has opened a new automated distribution centre in Grand Prairie, Texas. The facility runs a Kardex AutoStore system with 50,502 bins, 32 R5 Pro robots and 13 ports, designed for 1,256 bin presentations per hour, with conveyors linking automation to embroidery, labelling and shipping. It is the company's second AutoStore site after Renton, Washington, and can scale robots and ports independently as demand grows.

2026-10-14北美#warehouse-automation#apparel#autostore

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来源：Logistics Viewpoints

Why SKU Selection Can Make or Break an AS/RS Business Case

An analysis in Logistics Viewpoints argues that the business case for automated storage and retrieval systems hinges less on storage density than on which SKUs go inside. Because a small share of high-velocity SKUs generates most order lines, picks, and replenishments, automating those A-items turns every retrieval into eliminated walking, searching, and labor — savings that compound quickly over a year. Filling an AS/RS with slow movers, by contrast, consumes valuable automated capacity while adding little throughput, a common reason automation ROI falls short of projections.

2026-10-13#asrs#warehouse-automation#roi

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来源：Supply Chain 24/7

Report: Walmart's Shipping Boxes Are Too Tall for Its Warehouse Robots

Walmart's multibillion-dollar warehouse automation push is colliding with a packaging problem: shipping boxes used for more than two decades are too tall for its robots, so the retailer plans to switch to boxes 1.5 inches shorter — which must be taped shut by hand, adding labor and cost. Roughly 80% of its ~200 U.S. supply chain buildings are retrofits of 1980s–90s facilities, about 5% of Symbotic's product-moving robots are under repair at any given time, and electricity bills at automated grocery sites can top $800,000 a month. Still, more than 65% of stores were receiving automated freight by August, and executives say the long-term bet is worthwhile.

2026-10-13北美#warehouse-automation#walmart#packaging

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来源：Logistics Business

Symbotic to Acquire cellumation

US warehouse-automation giant Symbotic has agreed to acquire German conveyor-technology firm cellumation. Its flagship celluveyor replaces traditional conveyor sortation with a software-driven surface of hundreds of independently controlled, omnidirectional cells that decide where each item should go while moving it. Symbotic expects higher throughput in a fraction of the footprint — a key building block for its next generation of inbound and outbound robotic cells, and another sign that AI robotics leaders are consolidating traditional material-handling segments.

2026-10-13#acquisition#warehouse-automation#sortation

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来源：Logistics Viewpoints

RFID Creates Value Only When Physical Reads Become Trusted Business Events

A new Logistics Viewpoints analysis argues RFID generates little enterprise value when it only produces more raw reads — value appears when physical observations become trusted business events that update operational state, such as received, inducted, or located. Raw reads need filtering, deduplication, sequencing, and contextualization, often at the edge, and tag identity must resolve consistently across WMS, ERP, and TMS. The takeaway: design RFID programs backward from the operational problem — inventory accuracy, receiving speed, cycle counting, asset tracking, or shipping verification — treating physical conditions, edge logic, identity, integration, and economics as one system.

2026-10-10#rfid#warehouse-automation#inventory-accuracy

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来源：FreightWaves

Walmart activates automated e-commerce logistics center in California

Walmart has activated a 900,000-square-foot automated e-commerce fulfillment center in Stockton, California, where a high-density storage and retrieval system compresses the traditional 12-step fulfillment process into five steps. The site — Walmart's fifth next-generation fulfillment center — will also support Walmart Fulfillment Services for Marketplace merchants. With a sixth hub planned in Georgia, next-day and two-day delivery will reach 95% of the U.S. population as e-commerce grows to 23% of Walmart's sales.

2026-10-09北美#warehouse-automation#walmart#ecommerce

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来源：Logistics Viewpoints

Shared Automation and the Future of Warehousing

Ally Logistic Property (ALP) used the OMEGA 1 Singapore groundbreaking to outline a shared-automation model: tenants lease dedicated operating areas and access shared automated pallet capacity on a pay-as-you-use basis, without funding their own systems. OMEGA 1 will feature an AS/RS with more than 65,000 pallet positions and the ALPOS platform linking tenants' WMS to the automation, targeting completion in H2 2028. The 'infrastructure as a service' approach gives 3PLs and e-commerce operators a lighter path to automation when lease terms or volumes don't justify a standalone investment.

2026-10-09北美#warehouse-automation#3pl#singapore

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来源：Parcel + Postal Technology International

GLS Denmark breaks ground on fulfillment center in Kolding

GLS Denmark has broken ground on a new fulfillment center in Kolding, marking its entry into fulfillment services in the country. The facility will open with 5,000 sq m, expandable to 15,000 sq m plus 550 sq m of office space, and is expected to be ready ahead of the 2027 peak season, creating around 30 jobs. Aimed at small and mid-sized e-commerce businesses, it will combine warehousing, picking and packing with parcel delivery, with an AutoStore automated storage system and an automated sorting belt.

2026-10-08欧洲#fulfillment#e-commerce#warehouse-automation

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来源：Logistics Manager

Zalando and CEVA deploy AI-powered robots for returns processing

Zalando and CEVA Logistics have put AI-powered dual-arm robots into live operation at fulfilment sites in Greven, Germany, and Świebodzin, Poland. Developed by German robotics firm Sereact, the systems identify, grasp and sort returned fashion items without per-item product training — a task conventional automation struggles with because returns arrive in unpredictable condition. Deployed under a Robotics-as-a-Service model, the robots take over repetitive handling so warehouse staff can focus on supervision, exception management and quality control.

2026-10-08欧洲#warehouse-automation#returns-processing#robotics

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来源：Logistics Viewpoints

Choosing a WMS: The Questions Logistics Leaders Should Be Asking Now

A WMS evaluation should start with the operating problem, not the product demo, argues Logistics Viewpoints: buyers should translate their warehouse mission into explicit requirements tied to service, cost, capacity, and risk before comparing feature lists. The review should cover integration with upstream ERP and OMS, automation orchestration, real-time work scheduling, and upgradeability. Vendors should be tested with realistic exception scenarios — a late inbound trailer, a wave threatening carrier cutoffs, an automation cell going down — rather than polished happy paths.

2026-10-07#wms#warehouse-automation#selection

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来源：Logistics Business

5-year Cost of Humanoids in Warehousing

Warehouse and 3PL operators should weigh readiness against five-year total cost of ownership, says RobixOne co-founder Jonathan Sp. Mid-tier humanoid platforms routinely land near 1.6x their list price over five years once multi-year service, a spare battery pack, out-of-warranty actuators, insurance and energy are added. For a DC, downtime is a throughput line, not an inconvenience — so buyers should demand five-year service terms, renewal pricing and out-of-warranty parts lists before signing.

2026-10-06#humanoid-robots#warehouse-automation#tco

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来源：Logistics Manager

Thermotraffic opens automated cold store in Wrexham

Temperature-controlled logistics provider Thermotraffic has expanded its distribution centre in Wrexham with a new automated cold store, adding around 19,300 pallet spaces and taking total site capacity to about 33,150 pallets (77,000 tonnes). Operational from October, it is the company's first automated warehouse in the UK. The site integrates labelling, repacking, X-ray and metal detection, blast freezing, up-tempering and microwaving, helping customers cut unnecessary supply chain movements and respond to seasonal peaks.

2026-10-06#cold-chain#warehouse-automation#uk

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来源：DC Velocity

Wize Solutions acquires four other systems integrators

Utah-based Wize Solutions has acquired four warehouse systems integrators — Engineered Storage Solutions Inc., ESSI Midwest, Tech Products, and Warehouse Equipment Solutions — vaulting it into the ranks of the largest warehouse system installation companies in the U.S. CEO Tyson Bigelow said the deals expand the company's geographic reach and strengthen its conveyor and automation capabilities, and that employees and senior leadership from all four firms will join Wize.

2026-10-05#warehouse-automation#mergers#systems-integration

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来源：Logistics Business

New Autonomous Mobile Robot Launched

Jungheinrich has begun sales of its autonomous mobile robot EAC 212a, introduced at LogiMAT 2026. Designed for automated pallet transport with an integrated lifting function, it connects goods receipt, warehousing, production and dispatch — linking floor storage, conveyors, AS/RS and packaging equipment into seamless material flows. The company says no extensive infrastructure modifications are needed, so customers can start with a single robot and scale automation cost-effectively.

2026-10-05#amr#warehouse-automation#robotics

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来源：Logistics Business

Element Logic and Ranpak Announce Partnership

Element Logic and Ranpak Holdings have entered a strategic global partnership to integrate Ranpak's sustainable end-of-line packaging automation into Element Logic's warehouse solutions. The combined offering rightsizes boxes around each order and automates box forming, closing and paper-based product protection, helping customers cut packaging waste, improve packing efficiency and meet EU packaging regulations. It marks another step toward designing picking, packing and shipping as one integrated outbound flow.

2026-10-02#warehouse-automation#packaging#partnership

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来源：Logistics Viewpoints

WMS, WES, and WCS Are Converging—But Decision Ownership Still Has to Be Explicit

Warehouse software categories are converging in vendor language as WMS platforms add orchestration, WES products add inventory-aware logic, and WCS platforms broaden equipment control. But operational accountability cannot converge into ambiguity: every automated facility still needs one defensible record of inventory and explicit ownership of task creation, orchestration, and exception handling. The article advises buyers to start architecture decisions with decision rights and system state, then map products to those responsibilities.

2026-10-01#wms#wes#warehouse-automation#system-selection

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