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Legged and Inspection Robots Explained

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TECHNOLOGY EXPLAINER

Legged and Inspection Robots
— How four-legged walking works, the flow of inspection work, what explosion-protection certification (ATEX, IECEx) means and covers, and the limits

Dog-like four-legged robots are starting to be used for inspection in factories, power stations and chemical plants. But hearing that one has “gained explosion-protection certification” is not a reason to think it is safe to use anywhere. Explosion protection has zones (the place), categories (the equipment), gas groups and a scope of certification, and Japan has its own verification system. This article assumes no background in robots or explosion protection. In order, it covers (1) why robots walk on legs, (2) the companies’ stated numbers for leading models (Spot and ANYmal), (3) how to read battery and runtime figures, (4) the flow of inspection work, (5) the idea of explosion protection, zones, and how ATEX, IECEx and Japan’s type verification relate, and (6) limits and a materials view, with figures and small calculations. Numbers are the company’s stated value and we do not rank models. Certifications are written as the company’s statement; we did not see the certificates themselves.

Sources: company pages and specification sheets, EU directives (EUR-Lex), IECEx pages, a circular of Japan’s Ministry of Health, Labour and Welfare, papers (Science Robotics and others) / Calculations are ours / Checked 25 October 2026

AI-generated concept. An inspection robot climbing stairs in a plant. A four-legged robot climbing open-grating stairs in an outdoor area with pipes and tanks. It shows no real product, facility or person.
Fig. 1. Concept illustration generated with ImageGen. AI-generated concept. An inspection robot climbing stairs in a plant. A four-legged robot climbing open-grating stairs in an outdoor area with pipes and tanks. It shows no real product, facility or person. Not an actual product, facility or measurement. Cutaways, colours and arrows explain the concept; proportions are illustrative.
Contents
  1. The short version / what to know first / where this sits in the series
  2. Why walk on legs: choosing footholds, and research on learned walking
  3. Leading models as the makers state them: Spot and ANYmal
  4. Reading battery and runtime
  5. The flow of inspection work, and how to read claims of effect
  6. What explosion protection is: conditions for an explosion, zones, categories
  7. ATEX, IECEx and Japan’s type verification: reading the scope of a certificate
  8. Limits of inspection robots
  9. Limits, what could not be confirmed, and summary
  10. How to read the yardsticks and standards
  11. Glossary
  12. References (primary sources)
  13. Claim-to-source audit
How this article labels things

Sourced = stated in an official source (company page or specification sheet, EU law, standards body, circular, paper), with a link. Company claims and statements are marked as such
Our calculation = a value this article computed from stated assumptions
Not yet confirmed = standards in development, specifications “coming soon”: anything not yet settled
Our readings of structure and of materials are labelled commentary. An Inference is shown in bold. Every analogy comes with its limit.

How to read the numbers and claims in this article (please read first)

Robot numbers are the company’s stated value, and the test conditions are sometimes not given. “Explosion-protection certification”, “track record” and “effect of deployment” are company statements; we did not check the certificates (certification body, number, scope, temperature class and so on). We do not rank numbers from different models. This is a general explainer. It does not judge or advise on buying a model, on whether a robot may be used in an explosive area, or on legal compliance. To use equipment in an explosive area, consult the scope of the certificate, the site’s area classification, the law, and qualified experts (certification bodies and explosion-protection specialists). This field moves fast, so each status carries a check date (25 October 2026).

1. The short version / what to know first / where this sits in the series

  • Legs are a shape for working in equipment built for people, with stairs and open-grating floors. Boston Dynamics’ Spot is stated at 32.7 kg, a payload of 14 kg, a top speed of 1.6 m/s and an average runtime of 90 minutes Sourced[Ref. 1]. The price is battery use: even standing still, it keeps drawing power (about 188 W, computed from Spot’s stated numbers) Our calculation.
  • “Explosion-protection certification” has a scope by equipment, gas type and area class. ANYbotics describes ANYmal X as “ATEX and IECEx certified up to Zone 1 IIB” (the company’s statement) Sourced[Ref. 6]. Zone 1 is “a place where an explosive atmosphere is likely to occur in normal operation occasionally”; whether it applies to dust or to more easily ignited gases could not be confirmed on the page [Ref. 7].
  • Japan has a type-verification system for explosion-protected electrical equipment. Article 44-2 of the Industrial Safety and Health Act requires verification by a registered body, and a circular of the Ministry of Health, Labour and Welfare (5 March 2020) sets out the conditions under which IECEx test reports and the like can be used as application documents Sourced[Ref. 11]. A foreign certificate does not necessarily mean it can be used in Japan as it is.
What to know before reading

You need no background. A robot is a combination of sensing, thinking (control and intelligence) and moving (actuators), and an actuator is the robot’s muscle (motor plus reducer). Explosion protection means making sure that electrical equipment does not become the spark or heat that ignites flammable gas or dust where it is present. A zone classifies a place; a category classifies equipment.

Where this sits in the series

This article collects four-legged inspection robots and how to read explosion-protection certification. Two-legged humanoids are in the article on humanoid robots; how to read standards in the article on robot safety standards; learned walking in the articles on imitation and reinforcement learning and on robot simulation and digital twins; and batteries in the articles on power sources for robots and drones and on thermal runaway and battery safety.

2. Why walk on legs: choosing footholds, and research on learned walking

Wheels run quietly and fast on a continuous flat surface. Legs can pick discrete footholds and move on. In equipment built for people (stairs, open-grating floors, steps, narrow spaces) that helps (a general explanation; Fig. 2). ANYbotics describes ANYmal as “safe on open grated stairs”, able to “crawl in low positions” and working “on wet and bumpy terrain” (the company’s statements) [Ref. 5].

Legs can choose footholds across steps and grating. This illustrates design choices in terrain, stability and efficiency, not universal superiority over wheels.
Fig. 2. Concept illustration generated with ImageGen. Legs can choose footholds across steps and grating. This illustrates design choices in terrain, stability and efficiency, not universal superiority over wheels. [Ref. 5]Not an actual product, facility or measurement. Cutaways, colours and arrows explain the concept; proportions are illustrative.
Original SVG, detailed explanation and sources
Wheels need a continuous surface; legs can cross discrete footholds (general explanation) Flat floor Wheel: can go Legs: can go Stairs and steps Wheel: blocked by the step Legs: lift and step over Grating and gaps Wheel: may drop into a gap Legs: choose footholds Legs let a robot work in equipment built for people, with stairs and open gratings. The price: weight, constant active control and higher battery use (commentary). Research moved controllers learned in simulation to real robots (Hwangbo 2019, Lee 2020, Miki 2022).

Original SVG reference: Conceptual diagram (vector drawing). The advantage of legs: choosing where to step. A general explanation of the difference between wheels and legs (commentary). That ANYmal is described as usable on open grated stairs and the like is from the company page Sourced[Ref. 5]. The drawings only suggest shapes, not real machines.

Research on learned walking

  • The paper introducing ANYmal, by Hutter and co-authors, is a 2016 IROS paper [Ref. 18] (we did not check its text).
  • A 2019 paper by Hwangbo and co-authors showed a way to give a real legged robot (ANYmal) precise, efficient movements with control learned in simulation (as summarized by the editors of Science Robotics) Sourced[Ref. 14].
  • A 2020 paper by Lee and co-authors showed that a learning-based controller lets ANYmal cross challenging natural terrain [Ref. 15].
  • A 2022 paper by Miki and co-authors lists conditions that degrade what sensors see (snow, vegetation and water looking like obstacles; depth perception degraded by lighting, dust or fog) and reports a controller that integrates perception of the surroundings with the body’s own sensing and completed an hour-long hike in the Alps in the time recommended for human hikers [Ref. 16].
Where it gets confusing: what is new about “learned walking”?

Traditionally, people wrote equations for walking and tuned them. Learning-based methods use the result of practising at scale in simulation, falling many times (a little like learning to ride a bicycle by practice instead of from a manual. Limit of the analogy: the robot practises not with a real body but inside a simulation). Even so, it is not necessarily strong outside what it practised. As the Miki paper points out, scenes where sensors cannot see real terrain correctly remain a challenge (commentary).

3. Leading models as the makers state them: Spot and ANYmal

The numbers below are companies’ stated values from their pages and specification sheets. Many lack test conditions, and they do not rank the models.

Numbers written on the makers’ pages (checked 25 October 2026) Spot (Boston Dynamics) Weight 32.7 kg (with battery) Payload 14 kg Max speed 1.6 m/s Max step 300 mm, slope +/-30 deg Battery 564 Wh, average run 90 min IP54; -20 to 55 C (power on at 0 C+) Sheet updated 22 May 2024 ANYmal (ANYbotics) IP67 Extra payload 10 kg Normal walking speed 0.75 m/s Walking range about 2 km (90-120 min) Battery 90 min; full charge 3 h Thermal camera -40 to 550 C Weight not confirmed ANYmal X (ANYbotics) ATEX and IECEx certified (Zone 1 IIB) (the company’s statement) IP67 Thermal camera -10 to +400 C 2026 specifications listed as “coming soon” Weight and runtime not confirmed Even for the same item, the test conditions (load, temperature, speed, battery state) are not given. Sizes of numbers do not rank the models. Blank items are ones not confirmed on the pages. Spot values are from the specification sheet; ANYmal values from product pages.
Fig. 3 Conceptual diagram (vector drawing). Company’s stated values for leading legged inspection robots. Spot: specification sheet (updated 22 May 2024) [Ref. 1]. ANYmal and ANYmal X: product pages [Ref. 5, 6] Sourced. The ANYmal X certification is the company’s statement; the certificate was not checked.

From the Spot (Boston Dynamics) specification sheet

  • Size and weight: length 1100 mm, width 500 mm, walking height 610 mm (default), weight 32.7 kg (with battery)
  • Movement: maximum speed 1.6 m/s, maximum slope +/-30 deg, maximum step height 300 mm
  • Battery: 564 Wh, average runtime 90 min, standby 180 min, recharge 60 min (with the note that “runtime may vary depending on payloads and environmental factors”)
  • Environment: IP54, operating temperature -20 to 55 C (with the note that the robot must be powered on at a minimum of 0 C)
  • Payload: up to 14 kg (mounting area 850 x 240 x 270 mm)

These are the entries in the sheet (updated 22 May 2024) Sourced[Ref. 1]. The sheet also says “designed according to ISO 12100 for risk assessment and reduction methodology and IEC 60204-1 for electrical safety” and “emergency stop meets ISO 13850”. These describe the design method and component standards; they do not mean the whole robot “conforms” to a particular product-safety standard (commentary; ISO 12100 is the basic standard on risk assessment and risk reduction [Ref. 13]). A search for “ATEX” on Boston Dynamics’ own site returned 0 results [Ref. 4] (this means we could not find an official statement on explosion protection for Spot).

From the ANYmal and ANYmal X (ANYbotics) product pages

  • ANYmal: IP67; a standard inspection payload (20x optical zoom camera, thermal camera -40 to 550 C, ultrasonic microphone 0 to 384 kHz, light, 360 deg LiDAR); an additional 10 kg payload; normal walking speed 0.75 m/s; battery 90 min; 100 min for a 70% quick charge; 3 h for a full charge; “walking range about 2 km (90 to 120 min) per charge” Sourced[Ref. 5]
  • ANYmal X: “ATEX and IECEx certified up to Zone 1 IIB” and “IP67” (the company’s statements), thermal camera -10 to +400 C, and a gas-concentration sensor as an optional payload. The page says that 2026 specifications are “coming soon” Sourced Not yet confirmed[Ref. 6]

4. Reading battery and runtime

Dividing the numbers shows what the stated values mean (Fig. 4).

  • Spot: with a 564 Wh battery and an average runtime of 90 minutes, the average power is 564 / 1.5 = 376 W. With a standby time of 180 minutes it is 564 / 3 = 188 W Our calculation. So even standing still without walking, it uses about 188 W. This is probably because the joint motors keep producing force to hold up the body (commentary).
  • ANYmal: from “2 km in 90 to 120 minutes”, the average speed is 2000 / 5400 = 0.37 m/s or 2000 / 7200 = 0.28 m/s Our calculation. It is slower than the normal walking speed of 0.75 m/s because it is an average that includes time spent stopped to measure and so on (commentary; the page gives no breakdown).
Working back from battery capacity and runtime to average power and average speed Spot: a 564 Wh battery Average run, 90 min 376 W Standby, 180 min 188 W Even standing still, it keeps drawing power (about 188 W in standby) ANYmal: 2 km in 90 to 120 min Normal walking speed 0.75 m/s 2 km / 90 min 0.37 m/s 2 km / 120 min 0.28 m/s Averages with stops are slower than walking Spot: 564 Wh / 1.5 h = 376 W; 564 Wh / 3 h = 188 W (averages if a full battery is used up; not measured). ANYmal: 2000 m / 5400 s = 0.37 m/s; 2000 m / 7200 s = 0.28 m/s. Inputs are the makers’ stated values, divided by us. Real power and speed change with load, terrain and temperature. Battery mass and energy density set the runtime-weight trade-off (commentary).
Fig. 4 Drawing that includes our calculation (vector drawing). Reading the battery and runtime numbers. Spot: 564 Wh / 1.5 h and 564 Wh / 3 h. ANYmal: 2000 m / 5400 s and 2000 m / 7200 s, our calculation Our calculation. The inputs are the makers’ stated values [Ref. 1, 5], not measured power or speed.
Where it gets confusing: what is the “90 minutes” spent doing?

“90 minutes” is an average that changes with load, terrain, temperature and how the robot is driven (Spot’s specification sheet notes that conditions change it). The work of inspection (walking, stopping, measuring, communicating) is not the same as time spent walking. Battery capacity and weight trade off against runtime and payload (see the series article on power sources for robots and drones).

5. The flow of inspection work, and how to read claims of effect

The job of an inspection robot is not walking; it is collecting data again and again, at fixed places, under the same conditions. Fig. 5 sets out the flow. For inspection uses, Boston Dynamics lists perimeter checks (safety), thermal (hot spots), visual (reading gauges) and acoustic (air leaks and vibration) [Ref. 3]. ANYbotics says visual and thermal cameras, an ultrasonic microphone, a light and LiDAR are standard, and that sensors for gas concentration and acoustic imaging can be added (all descriptions on the companies’ pages) [Ref. 5].

The job runs from patrolling and collecting data to handing it to people for decisions 1 Set the route People set the route and inspection points 2 Patrol Walks autonomously, or by remote control 3 Measure Thermal, visual, acoustic, gas sensors 4 Recharge Returns to the dock when the battery is low 5 Decide People review the data and decide on work Boston Dynamics lists thermal (hot spots), visual (reading gauges), acoustic (air leaks, vibration) and perimeter checks. ANYbotics lists visual and thermal cameras, an ultrasonic microphone, a light and LiDAR as standard, with gas sensors optional. Statements of effect, such as fewer stoppages, are customer remarks or case studies on company pages; no conditions or independent verification.
Fig. 5 Conceptual diagram (vector drawing). The flow of work for an inspection robot. The five steps are our own arrangement. The inspection uses and standard sensors are from the Boston Dynamics and ANYbotics pages Sourced[Ref. 3, 5].

On effect, the ANYbotics page carries a customer remark that regular thermal readings reduced maintenance interventions and raised production uptime by 1.5% “directly attributable to ANYmal” Sourced[Ref. 5]. This is a customer remark posted on a company page; how it was measured, the period covered, the influence of other factors and any independent verification could not be confirmed. On the research side, an analysis of the US DARPA Subterranean Challenge (2018 to 2021) sets out where technology for underground inspection and exploration stands and what remains hard [Ref. 17] (we did not check its text).

AI-generated concept. An inspection robot charging at its dock and a person reviewing data. A charging robot and a person reviewing thermal images and inspection data. It shows no real product, facility or person.
Fig. 6. Concept illustration generated with ImageGen. AI-generated concept. An inspection robot charging at its dock and a person reviewing data. A charging robot and a person reviewing thermal images and inspection data. It shows no real product, facility or person. Not an actual product, facility or measurement. Cutaways, colours and arrows explain the concept; proportions are illustrative.
Common misconception: “once an inspection robot is in, people no longer need to go to the site”

This is inaccurate. The robot collects data along set routes. Looking at the data and deciding what to do is up to people (step 5 in Fig. 5). What a robot can measure (heat, sound, gas concentration and so on) differs from what a person notices on site by seeing, touching and smelling. And introducing a robot creates new work in communications, charging, route setting and maintenance (commentary).

6. What explosion protection is: conditions for an explosion, zones, categories

Chemical plants and oil and gas facilities have places where flammable gas, vapour or dust is present in the air. There, electrical equipment must not become the ignition source through sparks or hot surfaces. That is explosion protection. An explosion needs fuel, oxygen and an ignition source together, and explosion protection works by not becoming an ignition source or by keeping an explosion inside the equipment (a general explanation; commentary; Fig. 6). The IECEx standards list gives examples of protection types as standards of the IEC 60079 series, such as flameproof enclosures (d), pressurized enclosures (p), increased safety (e), intrinsic safety (i) and encapsulation (m) Sourced[Ref. 10].

The idea of explosion protection: do not become an ignition source, or keep an explosion inside An explosion needs three things together (general explanation; commentary) Fuel Flammable gas, vapour or dust + Oxygen Ordinary air + Ignition source Sparks, hot surfaces, static electricity Examples of equipment protection types in the IECEx standards list (IEC 60079 series) d Flameproof enclosure IEC 60079-1 p Pressurized enclosure IEC 60079-2 e Increased safety IEC 60079-7 i Intrinsic safety IEC 60079-11 m Encapsulation IEC 60079-18 n Type of protection n IEC 60079-15 The method differs by part (battery, motors, electronics). A walking robot has many parts that can heat or spark (commentary). Type names follow the titles in the IECEx standards list. The requirements are in the paid standard texts and are not stated here.
Fig. 7 Conceptual diagram (vector drawing). What an explosion needs, and protection types. The three conditions are a general explanation (commentary). The type letters, standard numbers and titles are those in the IECEx standards list Sourced[Ref. 10].

Zones and categories

Annex I of the EU Directive 1999/92/EC classifies places, for gas, vapour and mist, as follows. Zone 0 is a place where an explosive atmosphere is present continuously, for long periods or frequently; Zone 1 is a place where one is likely to occur in normal operation occasionally; Zone 2 is a place where one is not likely to occur in normal operation but, if it does, will persist for a short period only (for dust the zones are 20 to 22) Sourced[Ref. 7]. For equipment, Annex I of Directive 2014/34/EU defines category 1 (very high level of protection, for areas where explosive atmospheres are present continuously, for long periods or frequently), category 2 (high level, for areas where they are likely to occur occasionally) and category 3 (normal level, for areas where they are unlikely) [Ref. 8]. The wording of zones and categories corresponds, so one can say that equipment of category 2 is generally used in a Zone 1 place (this article’s arrangement; legal details were not checked).

Zones 0, 1, 2 (the place) and categories 1, 2, 3 (the equipment) Place (gas, vapour, mist; Directive 1999/92/EC) Equipment (Directive 2014/34/EU) Zone 0 Explosive atmosphere present continuously, for long periods or frequently Category 1: very high level of protection Zone 1 Likely to occur in normal operation occasionally Category 2: high level of protection Zone 2 Not likely in normal operation; if it occurs, only briefly Category 3: normal level of protection ANYbotics says ANYmal X is “ATEX and IECEx certified up to Zone 1 IIB” (company’s statement). Dust (zones 20 to 22) and gas group IIC could not be confirmed. Zone-category matching is our reading of similar wording. Directive 2014/34/EU excludes seagoing vessels and mobile offshore units with their equipment (Article 1).
Fig. 8 Conceptual diagram (vector drawing). Zones and categories. Zone definitions summarize Annex I of Directive 1999/92/EC [Ref. 7] and categories Annex I of Directive 2014/34/EU [Ref. 8] Sourced. Pairing them is our own arrangement (commentary). “Zone 1 IIB” for ANYmal X is the company’s statement [Ref. 6].
Where it gets confusing: how to read “Zone 1 IIB”

“Zone 1” is the class of place (where gas is likely to occur occasionally), and “IIB” is one gas group (we did not check the definition of the groups). So “certified up to Zone 1 IIB” means a certification covering that class of place and that gas group. The ANYbotics page does not say whether it applies to dust areas or to groups more easily ignited than IIB. It is necessary to check, site by site, whether the scope of the certification (class of place, gas group, temperature class, certified equipment configuration) matches the classification of the place where it will be used (commentary).

7. ATEX, IECEx and Japan’s type verification: reading the scope of a certificate

Explosion-protection certification comes from several schemes (Fig. 8).

  • ATEX: the EU directives: Directive 2014/34/EU on equipment and Directive 1999/92/EC on the workplace. Equipment placed on the EU market carries the CE marking once it meets the requirements. The directive does not apply to seagoing vessels and mobile offshore units, nor to equipment on board them (Article 1) Sourced[Ref. 8]. ANYbotics also says ANYmal X has a record offshore “on fixed and floating platforms” (the company’s statement) [Ref. 6]; how this relates to maritime rules was not checked here.
  • IECEx: a certification system for equipment for explosive atmospheres, set up by the IEC in 1996. Based on standards such as the IEC 60079 series, certification bodies around the world (ExCBs) issue certificates and test reports (ExTRs) Sourced[Ref. 9, 10].
  • Japan: explosion-protected electrical equipment must, under Article 44-2(1) of the Industrial Safety and Health Act, undergo type verification by a registered body. The Ministry of Health, Labour and Welfare’s circular (Kian-hatsu 0305 No. 1, 5 March 2020) says an IECEx ExTR can be treated as the document recording prior test results in the application, and that, where an IECEx certification body also serves as an ATEX notified body, its ATEX test report can be treated the same way if four conditions are met (it concerns the type applied for; it was properly issued under the ATEX directive; it covers everything an ExTR must contain; it is in Japanese or English) Sourced[Ref. 11].
“Has Ex certification” does not mean it can be used in Japan as is EU: ATEX Equipment Directive 2014/34/EU (by category) Workplace Directive 1999/92/EC (by zone) CE marking for the EU market IEC: IECEx IEC certification system (since 1996) Based on the IEC 60079 series Certification bodies (ExCBs) issue test reports (ExTRs) and certificates Used internationally Japan: type verification Industrial Safety and Health Act, Art. 44-2 Explosion-protected electrical equipment needs type verification by a registered body ExTRs, and ATEX body reports meeting conditions, can be used as test records A 2020 MHLW circular (5 March 2020, Kian-hatsu 0305 No. 1) lets IECEx test reports, and ATEX reports meeting conditions, be used as application documents for type verification, which Japanese registered bodies perform. Whether a robot counts as explosion-protected electrical equipment, and its class, could not be confirmed. A certificate’s scope (zone, gas group, temperature class, configuration) must match the actual site (commentary).
Fig. 9 Conceptual diagram (vector drawing). How ATEX, IECEx and Japan’s type verification relate. The two ATEX directives and CE marking come from the directive texts [Ref. 7, 8], IECEx from its pages [Ref. 9], and Japan’s type verification and handling of test reports from the MHLW circular of 5 March 2020 [Ref. 11] Sourced. Showing the three side by side is our own arrangement.
Common misconception: “with ATEX or IECEx certification it can be used in explosive areas in Japan”

This is inaccurate. What the circular shows is that a foreign test report can sometimes be used in an application for Japanese type verification; the verification itself is done by Japanese registered bodies. Moreover, how a moving legged robot is treated as “explosion-protected electrical equipment” in Japan could not be confirmed here. Check with a certification body, a verification body and experts before use.

8. Limits of inspection robots

  • Battery: runtime is about 90 minutes (stated). The range of inspection depends on where the docks are (ANYmal is said to extend its reach with multiple docks) [Ref. 5].
  • Environment: Spot is -20 to 55 C and IP54 (a protection class for dust and water; we did not check its definition); ANYmal is IP67 (company’s stated). At low temperature there is a condition on starting (Spot).
  • Terrain and sensing: snow, vegetation, water, reflective surfaces, lighting and fog degrade what sensors see [Ref. 16].
  • Safety around people: ISO 25785-1, the safety standard for legged industrial robots, is on the ISO page of 25 October 2026 a committee draft (in development) Not yet confirmed. Explosive atmospheres are not among the hazards it covers [Ref. 12]. So legged robots working in explosive areas are in a field where both robot safety standards and explosion-protection certification are still being built out (commentary; see the series article on robot safety standards).
  • Falls: there is the impact of a fall, and the effort of getting a fallen robot back up (see the rough estimate in the series article on humanoid robots).
A materials engineer’s view 1: how do the materials of explosion protection keep down heat, sparks and static?

The protection types (Fig. 6) bear directly on the choice of materials. A flameproof enclosure (d) assumes a thick metal housing with precisely machined gaps, so that an explosion does not send flame outside (commentary). Sealing (IP67) relies on the durability of seal materials (elastomers) to keep out dust and water. Plastic outer shells can accumulate static charge, which is why the IECEx standards list includes “Electrostatic hazards: guidance” (IEC/TS 60079-32-1) Sourced[Ref. 10]. Plastics and surface treatments that do not charge easily are a materials issue for explosion-protected equipment (commentary; the actual requirements are in the standard’s text, which we did not check). A walking robot has motors, reducers, batteries and electronics, many parts that can heat or spark, so the design collides: wanting to shed heat and wanting to seal (Inference: which protection type ANYmal X uses for which part was not confirmed in the sources above).

A materials engineer’s view 2: low and high temperature, impact and friction

Spot’s specification sheet gives an operating temperature of -20 to 55 C but notes that the robot must be powered on at 0 C or above [Ref. 1]. At low temperature, the performance of lithium-ion batteries (the power and capacity available) is known to fall (see the series article on the basics of lithium-ion batteries), and the viscosity of lubricants changes (commentary). The ANYmal page advertises a rugged design with impact protection (IP67) (the company’s statement) [Ref. 5]. The friction of the foot-sole material, such as rubber, decides whether the robot can walk without slipping on wet gratings and stairs (Inference: the actual sole materials were not confirmed in official materials).

9. Limits, what could not be confirmed, and summary

(1) Certificates and the scope of certification

For ANYmal X, the ATEX and IECEx certificates, certification bodies and numbers, temperature class, applicability to dust, and the certified configuration could not be confirmed. “Up to Zone 1 IIB” is the company’s statement.

(2) Model numbers

Spot’s specification sheet was updated on 22 May 2024 and may differ from the current model. The weight of ANYmal could not be confirmed, and the 2026 specifications of ANYmal X were “coming soon”.

(3) Treatment in Japan

Whether a legged robot is subject to Japan’s type verification of “explosion-protected electrical equipment”, and in what class, could not be confirmed. The circular is dated 5 March 2020, and later amendments were not checked.

(4) What is not covered

Other legged and inspection robots, underwater and underground inspection, inspection by drones, and the requirements of each part of IEC 60079 are not covered. ASTM standards are not covered.

Summary
  • Legs can choose footholds, so a robot can work in equipment built for people. The price is that standing still uses power (about 188 W for Spot) Our calculation
  • Research on learned walking is advancing. Even so, scenes where sensors cannot see real terrain correctly remain a challenge Sourced
  • The job of an inspection robot is to collect data and hand it to people for decisions. The “effect” is a customer remark on a company page, and independent verification could not be confirmed
  • Explosion-protection certification has a scope covering the class of place (zone), the gas group and the equipment configuration. ANYmal X is described by the company as “up to Zone 1 IIB” Sourced
  • Japan has its own type verification. Foreign test reports can be used in an application under conditions Sourced. For legged robots in explosive areas, both standards and certification are still being built out

10. How to read the yardsticks and standards

The ability of a legged inspection robot is expressed by the terrain it can handle (maximum step and slope), its payload, runtime, sensor range, dust and water protection (IP) and operating temperature. These are values under conditions the maker chose. For explosion protection, certification (ATEX, IECEx) and Japan’s type verification are separate, and the question is whether the scope of certification matches the place of use. The table below shows what we could confirm (checked 25 October 2026).

What is evaluatedTypical test or benchmark (name, source)Standard, rule or guidanceReading notes
Mobility (steps, slopes, speed)Company’s stated: Spot max step 300 mm, slope +/-30 deg, 1.6 m/s [Ref. 1]; ANYmal normal 0.75 m/s [Ref. 5] Sourced. Research: learned control (Hwangbo 2019, Lee 2020, Miki 2022) [Ref. 14, 15, 16]Could not be confirmed (no common test standard was found)Company values lack conditions. Robot, terrain and metrics differ between studies
Evaluation by competitionAnalysis of the DARPA Subterranean Challenge (2018 to 2021) [Ref. 17] Sourced–Results under the competition’s conditions, not field records
Runtime and batterySpot: 564 Wh, average 90 min [Ref. 1]; ANYmal: 90 min, full charge 3 h [Ref. 5] SourcedCould not be confirmedAverages that change with conditions. Standing still also uses power
Dust and water protectionSpot IP54; ANYmal and ANYmal X IP67 [Ref. 1, 5, 6] SourcedCould not be confirmed (we did not check the standard number for IP classes)Company’s stated. Who ran the tests could not be confirmed
Explosion protection (EU)ANYmal X “ATEX and IECEx certified up to Zone 1 IIB” (company’s statement) [Ref. 6] SourcedDirective 2014/34/EU (equipment categories) [Ref. 8]; Directive 1999/92/EC (zones) [Ref. 7] SourcedThe certificate was not checked. Check the scope (place, gas, temperature class, configuration)
Explosion protection (international)IECEx certificates and test reports (ExTR) [Ref. 9] SourcedThe IEC 60079 series (-0 general requirements, -1 flameproof, -11 intrinsic safety and others) [Ref. 10] SourcedThe texts are paid. Requirements are not stated here
Explosion protection (Japan)Type verification; conditions for using ExTRs and similar as application documents [Ref. 11] SourcedArt. 44-2 of the Industrial Safety and Health Act (type verification by a registered body) [Ref. 11] SourcedTreatment of mobile robots unconfirmed. The circular is dated 5 March 2020
Robot safetySpot: designed according to ISO 12100 and IEC 60204-1 (specification sheet) [Ref. 1] SourcedISO/CD 25785-1 (in development, 30.60) [Ref. 12] Not yet confirmed; ISO 12100 [Ref. 13]“The method used in design” is not conformity of the whole product
Effect of deploymentA customer remark (uptime up 1.5%, ANYbotics page) [Ref. 5] Sourced–Conditions, period and independent verification could not be confirmed

The arrangement of the table is our own Our calculation (arrangement). Numbers, titles and stages of standards and directives were checked on ISO pages, EUR-Lex and IECEx pages (25 October 2026). The standard texts are paid and were not checked.

Reading notes (for materials engineers)

  • A catalogue and a work site are different things: maximum step height and speed are values under test conditions. Performance on wet gratings, icy stairs and dusty places has to be checked separately
  • A maker’s stated value and a third party’s verification are different: the numbers and certifications in this article are all company statements, not third-party measurements or a check of certificates
  • Whether a standard is a recommendation or a requirement differs: explosion protection can be required by law, and some robot safety standards are still drafts
  • Separate plans from results: specifications “coming soon” and draft standards are not settled
  • Check the scope of certification: a certificate covers zone, gas group, temperature class and configuration

11. Glossary

Legged robot
A robot that walks (or runs) on legs: four-legged, two-legged and so on.
Inspection robot
A robot that patrols equipment and collects data with sensors.
Payload
The equipment or load that can be fitted to the robot and carried.
Dock
A station to which the robot returns automatically to charge.
Mission
One round of work, with the route and inspection points set.
IP54 / IP67
Protection classes against dust and water. A larger number means stronger protection (we did not check the definitions).
Explosion protection
Making sure equipment does not become the ignition source where flammable gas or dust is present.
Zone (0, 1, 2)
A class of place by how often an explosive atmosphere such as gas occurs.
Category (1, 2, 3)
A class of equipment by its level of protection, in the EU directive.
ATEX
The common name for the EU explosion-protection directives (2014/34/EU and 1999/92/EC).
IECEx
The IEC’s certification system for equipment for use in explosive atmospheres.
ExCB / ExTR
An IECEx certification body / an IECEx test report.
IEC 60079
A series of standards for equipment and installations in explosive atmospheres.
Flameproof enclosure (d)
A method that protects with a sturdy enclosure so that an explosion does not send flame outside.
Intrinsic safety (i)
A method that keeps circuit energy so low that it cannot ignite anything by spark or heat.
Type verification
In Japan, verification of an equipment type by a registered body (Industrial Safety and Health Act).
Zero-shot
Using on the real robot what was learned in simulation, without further tuning.
Proprioception
Information from sensors inside the body, such as joint angles and forces (this article’s description).
Exteroception
Information from sensors that see the surroundings, such as cameras and LiDAR (this article’s description).
DARPA Subterranean Challenge
A 2018 to 2021 robotics competition for underground environments.
ISO 25785-1
A safety standard (in development) for industrial mobile robots such as legged ones.

12. References (primary sources)

  1. Boston Dynamics “Spot” specification sheet (PDF; updated 22 May 2024; weight, payload, speed, step height, battery, IP rating, standards used in design) — bostondynamics.com/wp-content/uploads/2020/10/spot-specifications.pdf
  2. Boston Dynamics “Spot – The Agile Mobile Robot” (product page; checked 25 October 2026) — bostondynamics.com/products/spot/
  3. Boston Dynamics “Industrial Inspection Solutions” (inspection uses: perimeter, thermal, visual, acoustic; checked 25 October 2026) — bostondynamics.com/solutions/inspection/
  4. Boston Dynamics The company site’s search results page for “ATEX” (0 results; checked 25 October 2026) — bostondynamics.com/?s=ATEX
  5. ANYbotics “ANYmal – Autonomous Robotic Inspection Solution” (product page; IP67, sensors, battery, walking speed, customer remark; checked 25 October 2026) — anybotics.com/robotics/anymal/
  6. ANYbotics “ANYmal X – Ex-proof inspection robot” (product page; the company’s statement “ATEX and IECEx certified up to Zone 1 IIB”; IP67; thermal camera; 2026 specifications “coming soon”; checked 25 October 2026) — anybotics.com/robotics/anymal-x/
  7. European Union Directive 1999/92/EC (minimum requirements for improving the safety and health protection of workers potentially at risk from explosive atmospheres), Annex I “Classification of places where explosive atmospheres may occur” — eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:31999L0092
  8. European Union Directive 2014/34/EU (equipment and protective systems intended for use in potentially explosive atmospheres), Article 1 (scope) and Annex I (equipment categories) — eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:32014L0034
  9. IECEx “IECEx” (introduction to the IEC system for certification to standards for equipment for use in explosive atmospheres; established 1996) — iecex.com/
  10. IECEx “Standards” (list of standards used by IECEx; titles of the IEC 60079 series) — iecex.com/certified-equipment-scheme/standards/
  11. MHLW (Japan) MHLW circular “Procedures for applying for type verification of explosion-protected electrical equipment”, Kian-hatsu 0305 No. 1, 5 March 2020 (as posted by the Japan Advanced Information Center of Safety and Health; in Japanese) — jaish.gr.jp/anzen/hor/hombun/hor1-61/hor1-61-4-1-0.htm
  12. ISO “ISO/CD 25785-1 Robotics — Safety requirements for dynamically stable industrial mobile robots (legged, wheeled, or other forms of locomotion) — Part 1: Robots” (ISO page; stage 30.60; checked 25 October 2026) — iso.org/standard/91469.html
  13. ISO “ISO 12100:2010 Safety of machinery — General principles for design — Risk assessment and risk reduction” (ISO page) — iso.org/standard/51528.html
  14. Hwangbo J. et al. “Learning agile and dynamic motor skills for legged robots”, Science Robotics 4(26), 2019, DOI 10.1126/scirobotics.aau5872 — doi.org/10.1126/scirobotics.aau5872
  15. Lee J. et al. “Learning quadrupedal locomotion over challenging terrain”, Science Robotics 5(47), 2020, DOI 10.1126/scirobotics.abc5986 — doi.org/10.1126/scirobotics.abc5986
  16. Miki T. et al. “Learning robust perceptive locomotion for quadrupedal robots in the wild”, Science Robotics 7(62), 2022, DOI 10.1126/scirobotics.abk2822 — doi.org/10.1126/scirobotics.abk2822
  17. Chung T. H. et al. “Into the Robotic Depths: Analysis and Insights from the DARPA Subterranean Challenge”, Annu. Rev. Control Robot. Auton. Syst. 6, 477-502 (2023), DOI 10.1146/annurev-control-062722-100728 — doi.org/10.1146/annurev-control-062722-100728
  18. Hutter M. et al. “ANYmal – a highly mobile and dynamic quadrupedal robot”, Proc. 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 38-44, DOI 10.1109/IROS.2016.7758092 — doi.org/10.1109/IROS.2016.7758092

13. Claim-to-source audit

Claim in the textBasisType
Spot specification sheet (updated 22 May 2024): weight 32.7 kg, dimensions, payload 14 kg, max speed 1.6 m/s, max slope +/-30 deg, max step 300 mm, battery 564 Wh with 90 min average run, 180 min standby and 60 min recharge, IP54, -20 to 55 C (power on at 0 C or above), designed according to ISO 12100 and IEC 60204-1, emergency stop meets ISO 13850Maker specification sheet (company’s stated values)
Reference 1 https://bostondynamics.com/wp-content/uploads/2020/10/spot-specifications.pdf
Sourced
Spot product page: uses (industrial inspection, power, oil and gas and so on), both remote and autonomous operation, missions launched from the dockMaker product page
Reference 2 https://bostondynamics.com/products/spot/
Sourced
Boston Dynamics inspection uses: perimeter, thermal, visual, acousticMaker page
Reference 3 https://bostondynamics.com/solutions/inspection/
Sourced
The search for “ATEX” on the Boston Dynamics site returned 0 results (25 October 2026)The company site search results page
Reference 4 https://bostondynamics.com/?s=ATEX
Sourced
ANYmal: IP67, standard payload (20x visual zoom, thermal -40 to 550 C, ultrasonic microphone 0 to 384 kHz, light, LiDAR), extra payload 10 kg, walking speed 0.75 m/s, battery 90 min, 70% quick charge in 100 min, full charge 3 h, walking range about 2 km (90 to 120 min), open grated stairs and so on, and a customer remark (1.5% higher uptime)Maker product page (company’s stated values; a customer remark on the company page)
Reference 5 https://www.anybotics.com/robotics/anymal/
Sourced
ANYmal X: “ATEX and IECEx certified up to Zone 1 IIB” (the company’s statement), IP67, thermal camera -10 to +400 C, offshore record (the company’s statement), 2026 specifications coming soonMaker product page (company’s statements)
Reference 6 https://www.anybotics.com/robotics/anymal-x/
SourcedNot yet confirmed
Directive 1999/92/EC Annex I: definitions of zones 0, 1, 2 (gas, vapour, mist) and zones 20, 21, 22 (dust)Directive text on EUR-Lex
Reference 7 https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:31999L0092
Sourced
Directive 2014/34/EU: definitions of equipment categories 1, 2, 3 (Annex I) and the exclusion of seagoing vessels and mobile offshore units (Article 1)Directive text on EUR-Lex
Reference 8 https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:32014L0034
Sourced
IECEx was established by the IEC in 1996; certification bodies (ExCBs); titles in the IEC 60079 series (-0, -1, -2, -7, -11, -15, -18, IEC/TS 60079-32-1 and others)IECEx pages
Reference 9 https://www.iecex.com/
Reference 10 https://www.iecex.com/certified-equipment-scheme/standards/
Sourced
Type verification of explosion-protected electrical equipment (Art. 44-2(1) of the Industrial Safety and Health Act), use of ExTRs and ATEX test reports meeting four conditions, Kian-hatsu 0305 No. 1 (5 March 2020)MHLW circular (as posted by JAISH)
Reference 11 https://www.jaish.gr.jp/anzen/hor/hombun/hor1-61/hor1-61-4-1-0.htm
Sourced
Scope of ISO/CD 25785-1 (industrial environments; explosive atmospheres not covered as hazards), stage 30.60, under developmentISO page (checked 25 October 2026)
Reference 12 https://www.iso.org/standard/91469.html
SourcedNot yet confirmed
ISO 12100 is the basic standard on risk assessment and risk reductionISO page
Reference 13 https://www.iso.org/standard/51528.html
Sourced
Research on learning-based control: simulation-trained control (Hwangbo 2019), challenging natural terrain (Lee 2020), sensing challenges and an hour-long Alpine hike (Miki 2022)Paper abstracts (via Crossref)
Reference 14 https://doi.org/10.1126/scirobotics.aau5872
Reference 15 https://doi.org/10.1126/scirobotics.abc5986
Reference 16 https://doi.org/10.1126/scirobotics.abk2822
Sourced
A review of the results and lessons of the DARPA Subterranean Challenge (2018 to 2021)Review abstract (via Crossref)
Reference 17 https://doi.org/10.1146/annurev-control-062722-100728
Sourced
Title and bibliography of the 2016 IROS paper introducing ANYmalPaper bibliography (via Crossref)
Reference 18 https://doi.org/10.1109/IROS.2016.7758092
Sourced
Spot’s average power of 376 W (564 / 1.5) and standby 188 W (564 / 3); ANYmal’s average speeds of 0.37 and 0.28 m/sOur calculation (division of stated values; not measured)Our calculation
ANYmal X certificates, bodies, temperature class and dust applicability; ANYmal weight; official statements on Spot explosion protection; treatment of legged robots in Japan’s type verification; independent verification of deployment effectsCould not be confirmed in the scope of this research, so not stated (this article)Commentary
The readings that legs choose footholds, why standing uses power, the three conditions for explosion, the pairing of zones and categories, how to read “Zone 1 IIB”, and the materials viewsOur commentary based on the published content; not a view stated by any of the bodiesCommentary
Figures 2 to 5 and 7 to 9 are explanatory drawings, not observations of real data; Figures 1 and 6 are frames for AI-generated imagesNote in this articleCommentary

Last updated: 25 October 2026 / Sources are limited to companies’ official pages and specification sheets, EU directives, IECEx pages, a circular of Japan’s Ministry of Health, Labour and Welfare, official ISO pages and papers. Performance values and certifications are companies’ stated values and statements; the certificates themselves were not checked. The certificates and scope of ANYmal X, the weight of ANYmal, an official statement on explosion protection for Spot, the treatment of legged robots in Japan’s type verification, and independent verification of deployment effects could not be confirmed and are not stated. The figures are explanatory concept drawings or drawings that include our calculation; Figures 1 and 6 are ImageGen-generated conceptual illustrations.

🌐 Japanese