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Run your analysis now →Filing growth compares 2021 (75 records) with 2024 (77) — a three-year span. 2024 is the most recent year we treat as complete: publication lags filing by roughly 18 months, so 2025 onwards are still filling in and any growth rate that ends there would understate the field. Top-5 share is the combined record count of the five largest assignees divided by all 1,464 records in scope (CR5), not by the ranked leaders only.
This dataset tracks patent families at the intersection of advanced metering infrastructure (AMI) — smart meters and the communications and data layers around them — and environmental durability: weatherproofing, outdoor protection, and the materials and enclosure engineering that keep meters functioning in the field. The search spans 2015 through mid-2026 and returns 1,464 published families, giving a fairly granular view of how claim activity has moved since the technology's early build-out years.
Because publication typically lags filing by around 18 months, the most recent one to two years in any trend line will understate true filing volume. Treat the 2025–2026 figures as a floor, not a ceiling, and read the shape of the curve from the years before that.
Two views of the same corpus: how filing volume has moved year over year, and which technical subclasses the claims actually sit in.
Filings ran from 51 in 2017 to a peak of 93 in 2018, held near the midpoint value of 68 by 2022, and have since drifted down toward the low double digits in the most recent (partial) year. This is a mature filing curve rather than an emerging one — most of the foundational claim space was staked out in the first few years of the window.
The largest IPC subclass in this corpus is A01N (biocides/agrochemicals) at 300 records, ahead of heterocyclic and acyclic compound chemistry (C07D, C07C) and business-process class G06Q. Pure metering and communications classes — G06F, H04L — sit further down the list. That ordering suggests a meaningful share of the corpus reaches this topic through weatherproofing coatings, sealants and chemical protection formulations rather than through meter electronics design, which matters when scoping a freedom-to-operate search.
Shares are the percentage of the 1,464 records in scope. A patent can carry several IPC classes, so the shares add up to more than 100%.
This page is one run against one query. Ask Eureka your own question about advanced metering infrastructure environmental durability and every answer comes back with the patent numbers behind it.
Try EurekaA computer apparatus runs a hydraulic model using real-time or near-real-time data from an Automated or Advanced Metering Infrastructure (AMI) to improve model accuracy, particularly by obtaining higher-resolution water demand values for service nodes. The technique determines which consumption points should be associated with each service node and uses real-time consumption data to refine demand calculations across the distribution network.Filed by Sensus USA, Inc. — illustrates how AMI data feeds back into infrastructure modelling rather than claiming the durability hardware itself.


| # | Publication no. | Patent title | Citations |
|---|---|---|---|
| 1 | US20100332373A1 | System and method for participation in energy-related markets | 1,021 |
| 2 | US20150156031A1 | Environmental sensing with a doorbell at a smart-home | 797 |
| 3 | US20020186144A1 | System and method for automating a vehicle rental process | 519 |
| 4 | US20170358041A1 | Systems and methods for advanced energy settlements, network-based messaging, and applications supporting the… | 486 |
| 5 | US20100218108A1 | System and method for trading complex energy securities | 480 |
| 6 | US20100217642A1 | System and method for single-action energy resource scheduling and participation in energy-related securities | 442 |
| 7 | US20170108236A1 | Environment control system | 373 |
| 8 | US20200027096A1 | System, business and technical methods, and article of manufacture for utilizing internet of things technolog… | 347 |
| 9 | US20140058572A1 | Systems and methods for energy consumption and energy demand management | 338 |
| 10 | US20150109104A1 | Smart invitation handling at a smart-home | 296 |
Citation counts are strongest for the oldest records in the set and should be read as historical influence, not as a signal of which claims are most relevant today.
Each row carries its publication number; clicking a row searches Eureka by that number.
When you want the answer in the next five minutes.
The agent works the prompt against patents and technical literature, citing every source.
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Patent search, landscape analysis and assignee resolution as MCP tools. Drop them into any agent framework, or call REST directly.
Browse MCP servers →Reading the filing trend, IPC spread and citation pattern together points to a corpus that has already been substantially claimed, with residual activity concentrated in materials-side durability rather than metering electronics.
The 2018 peak of 93 records has not been matched since; by the midpoint year (2022) volume had already eased to 68, and the trend line continues downward into the most recent partial year. New filers face a corpus where the core protective-enclosure and weatherproofing claims are largely staked.
A01N (biocides/agrochemicals) leads the IPC breakdown, ahead of C07D, G06Q and C07C, with metering-adjacent classes G06F and H04L trailing near the bottom. Durability in this corpus is disproportionately a materials-and-coatings story.
United States filings (375) outpace WIPO/PCT (238) and EPO (198), with Canada and Australia forming a secondary tier. Applicants pursuing broad protection are routing a large share of families through PCT before national phase.
Several of the assignees with the deepest historical presence in this corpus show zero filings in the latest year, and the sole assignee still active is filing at a sharply reduced rate. This is consistent with a field where claim space has matured faster than new entrants have arrived.
Eureka can read the same corpus for gaps instead of for coverage: under-claimed branches adjacent to advanced metering infrastructure environmental durability, with the prior art for and against each one.
Assignee activity in this corpus skews toward large diversified chemical and technology filers rather than specialist meter manufacturers, with most of the historically active names showing no filings in the latest year.
Only ten co-assignee pairs appear across the corpus, and the strongest by shared filing count links two related entities within the same corporate group. Co-assignment involving distinct outside organisations is rare here, suggesting most durability-related claims are filed in-house rather than through joint development.
Of the assignees with tracked recent-year momentum, five show zero filings in the latest year; the sixth is filing but at a steep year-on-year decline. That pattern points to a corpus where the near-term filing pipeline is thin relative to the historic base.
With 1,464 families spread across a wide assignee list and only a handful showing sustained multi-year activity, the corpus reads as broad rather than deeply concentrated — closer to a long tail than a two- or three-firm race.
| Assignee | Recent year | YoY |
|---|---|---|
| BASF SE | 5 | -76% |
| Google LLC | 0 | — |
| Syngenta Participations AG (Switzerland) | 0 | — |
| Shell Oil Company | 0 | — |
| Huawei Technologies Co., Ltd. | 0 | — |
| E.I. du Pont de Nemours and Company (USA) | 0 | — |
| Chevron Oronite Company LLC | 0 | -100% |
| Keygene N.V. | 0 | — |
The trend and composition data point to a field with mature core claims and a thinner, materials-focused frontier. The next steps depend on whether you are scoping freedom-to-operate or looking for filing opportunity.
Given how much of this corpus sits in A01N, C07D and C07C rather than metering electronics, a durability product scoped only against G06F/H04L prior art will miss the bulk of relevant claims.
Explore the corpus in EurekaSeveral deep-history assignees show no filings in the latest tracked year; a return to filing from any of them would be a leading indicator worth monitoring rather than a one-off data point.
Set up assignee tracking in EurekaIn this corpus, environmental durability spans weatherproof housings, sealing and gasket design, corrosion-resistant connectors, and protective coatings rated for UV, moisture or temperature extremes, alongside the meter and communications hardware they protect. A large share of the relevant claims sit in materials and chemistry IPC classes such as A01N, C07D and C07C rather than in metering-specific electronics classes, so a durability search scoped only to smart-meter hardware classes will undercount the field. Practitioners should expect relevant prior art to come from coatings and enclosure suppliers as much as from meter manufacturers.
Yes. Filings rose from 51 in 2017 to a peak of 93 in 2018, held near 68 by the midpoint year of 2022, and have declined since, with the most recent year showing only 12 records. Because publication lags filing by roughly 18 months, that final year will rise somewhat as more records publish, but the multi-year direction is clearly down from the 2018 peak. This pattern is typical of a field where core protective claims were staked early and the remaining activity is incremental.
The corpus includes large diversified chemical and technology filers among its most historically active assignees, but recent-year momentum data shows most of them recorded zero filings in the latest tracked year. Only one of the tracked assignees was still filing in the latest year, and even that filer's volume dropped sharply year-on-year. This suggests the historic leaders have largely completed their core claim positions rather than continuing to expand them.
The IPC composition shows metering-communications classes (G06F, H04L) trailing well behind materials and chemistry classes in overall volume, which points to comparatively thin coverage around combined thermal-and-moisture sealing for communications modules, corrosion-resistant outdoor connectors, and coatings engineered for combined UV and humidity exposure rather than either stressor alone. These are narrower, more technically specific branches than the broad weatherproofing art that dominates the corpus, and they are where a first claim is more likely to clear existing prior art.
US20180039290A1, assigned to Sensus USA, Inc., claims a method for running a hydraulic model using real-time or near-real-time AMI data to improve water-demand accuracy at service nodes in a distribution network. It is a data-modelling and demand-calculation claim built on top of AMI output, not a claim on meter housing, sealing or weatherproofing hardware. Anyone building AMI-fed hydraulic modelling tools with similar service-node demand estimation techniques should review it closely, but it does not restrict work on the physical durability of the metering hardware itself.
Go past this page: query the whole advanced metering infrastructure environmental durability corpus yourself, in your own scope.
Every answer comes back with patent numbers you can open.
Disclaimer. This page is generated from Patsnap Eureka data drawn from a limited snapshot of global patent and scientific-literature records, and is provided for general information and reference only.
Patent data carries inherent limitations: recent filings (typically the most recent 18–24 months) are under-counted due to standard publication lag; counts may be reported at either a patent-family or a patent-record basis and are not always directly comparable; classification, applicant-name, and citation data may contain errors, duplicates, or omissions; and the underlying search query defines and constrains the scope shown. As a result, the analysis may be incomplete or inaccurate and may not reflect the full technology landscape.
Nothing on this page constitutes an exhaustive prior-art, novelty, freedom-to-operate, or validity search, nor does it constitute legal, financial, investment, or professional advice, and it should not be relied upon as such. Any patent, commercial, or strategic decision should be verified independently and reviewed with qualified patent, legal, and domain professionals. Patsnap makes no warranties, express or implied, as to the accuracy, completeness, or fitness for any particular purpose of the information presented.
Machine translation. Assignee and organisation names originally recorded in Chinese, Japanese or Korean have been rendered into English by an AI translation step so that the tables stay readable. These renderings are best-effort and may not match a company's registered English name; the original name is what the underlying patent record carries, and it is what any Eureka query launched from this page uses.