# Infrastructure Monitoring Market

> Infrastructure Monitoring Market Size, Share and Research Report By Technology (Wireless, Wired), By Application (Corrosion Monitoring, Crack/Strain Detection, Environmental & Seismic Monitoring, Other Applications), By End-User Industry (Civil Infrastructure, Energy & Utilities, Aerospace & Defense, Other End Users), By Deployment Model (On-Premise, Cloud/Edge), By Offering (Hardware, Software, Services) and By Region (North America, Europe, Asia-Pacific, South America, Middle East & Africa) – Industry Forecast to 2035.

- **Forecast Period:** 2026-2035
- **CAGR:** 10.55%
- **2025:** USD 8.42 Billion
- **2035:** USD 22.96 Billion
- **Key Players:** Siemens AG, Honeywell International, National Instruments (NI), Campbell Scientific, Nova Metrix (Geocomp), Geokon, RST Instruments, Sixense (VINCI Group)

**Report ID:** MRFR/SEM/4430-HCR · **Pages:** 100 · **Author:** Nirmit Biswas & Aarti Dhapte · **Last Updated:** July 20, 2026

**URL:** https://www.marketresearchfuture.com/reports/infrastructure-monitoring-market-5886

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## Market Summary

As per Market Research Future analysis, the Infrastructure Monitoring Market was estimated at 10.66 USD Billion in 2024. The Infrastructure Monitoring industry is projected to grow from 11.47 USD Billion in 2025 to 23.65 USD Billion by 2035, exhibiting a compound annual growth rate (CAGR) of 7.51% during the forecast period 2025 - 2035

## Market Drivers

## Driver Impact Analysis

| Driver | ~% Impact on CAGR | Geographic Relevance | Impact Timeline | Ref |
| --- | --- | --- | --- | --- |
| Federal bridge and highway rehabilitation mandates | +2.0 | North America | Short-term (≤2 yr) | [1] |
| Falling MEMS and wireless sensor unit costs | +1.8 | Global | Medium-term (2–4 yr) | [6] |
| Smart-city IoT platform proliferation | +1.5 | Asia-Pacific, Europe | Medium-term (2–4 yr) | [7] |
| Climate adaptation and seismic resilience regulation | +1.4 | Europe, APAC | Long-term (≥4 yr) | [10] |
| Energy grid modernization and offshore wind growth | +1.2 | Europe, North America | Medium-term (2–4 yr) | [11] |
| Insurance-linked risk modeling requirements | +0.9 | North America, Europe | Long-term (≥4 yr) | [12] |
| Military airframe life-extension programs | +0.7 | North America, Europe | Short-term (≤2 yr) | [13] |

### Federal Bridge and Highway Rehabilitation Mandates

The U.S. Infrastructure Investment and Jobs Act dedicated over USD 40 Billion specifically to bridge repair and replacement, with monitoring provisions written into grant eligibility criteria. States applying for National Bridge Inspection Standards funding must now demonstrate deployment of continuous monitoring on structures rated below a condition score of 5 [[1]](https://fhwa.dot.gov). Canada's National Trade Corridors Fund similarly ties disbursements to real-time surveillance of critical freight crossings, injecting approximately CAD 4.6 Billion into corridor upgrades through 2028 [[14]](https://tc.gc.ca). These mandates convert discretionary monitoring spend into compliance-driven procurement.

### Falling Sensor Unit Costs

Average unit costs for MEMS-based accelerometers and strain gauges dropped roughly 38% between 2019 and 2024, according to industry component pricing trackers [[6]](https://ni.com). That cost trajectory has made dense [sensor](https://www.marketresearchfuture.com/reports/sensor-market-4392)arrays economically viable for medium-span bridges and secondary road assets that were previously inspected on fixed schedules. The Infrastructure Monitoring Market benefits directly: lower hardware costs expand the addressable asset base from marquee projects to everyday municipal infrastructure, lifting total addressable volume significantly.

### Smart-City IoT Platform Proliferation

China's "New Infrastructure" initiative budgeted over CNY 3.4 Trillion through 2025 for digital infrastructure, with structural monitoring embedded in urban rail, tunneling, and high-rise construction projects [[7]](https://gov.cn). India's Smart Cities Mission Phase 2 extends IoT integration to 100 cities, while South Korea's Digital New Deal channels KRW 58.2 Trillion toward data-centric infrastructure governance [[15]](https://smartcities.gov.in). These programs are pulling the Infrastructure Monitoring Market into broader urban data ecosystems rather than standalone project-level deployments.

### Climate Adaptation and Seismic Resilience Regulation

The EU's revised Critical Entities Resilience Directive requires operators of essential infrastructure to implement continuous monitoring for climate and seismic risks by 2028 [[10]](https://eur-lex.europa.eu). Japan's updated National Resilience Plan allocates JPY 15 Trillion for disaster-proofing aging bridges, tunnels, and port facilities, with sensor-based surveillance mandatory for structures older than 50 years [[16]](https://cao.go.jp). These regulatory frameworks create durable, multi-decade demand floors for the Infrastructure Monitoring Market.

## Restraints

## Restraints Impact Analysis

| Restraint | ~% Impact on CAGR | Geographic Relevance | Impact Timeline | Ref |
| --- | --- | --- | --- | --- |
| High upfront installation and commissioning costs | –1.3 | Global | Short-term (≤2 yr) | [17] |
| Interoperability gaps between legacy wired and new wireless systems | –1.0 | North America, Europe | Medium-term (2–4 yr) | [18] |
| Shortage of trained structural health engineers | –0.8 | Global | Long-term (≥4 yr) | [19] |
| Data security and privacy concerns for critical assets | –0.6 | North America, Europe | Medium-term (2–4 yr) | [20] |
| Fragmented municipal procurement frameworks | –0.5 | Emerging Markets | Long-term (≥4 yr) | [21] |

### High Upfront Installation and Commissioning Costs

The cost of a full sensor network on a major bridge structure might range from USD 1.2 Million to USD 4.5 Million depending on the span length, hazard profile, and data communication needs [[17]](https://epri.com). These capital outlays compete with the immediate repair budgets of cash-starved municipalities, which hold over 60% of the U.S. bridge inventory. Secondary and tertiary asset tiers will penetrate the Infrastructure Monitoring Market at a slower pace until leasing and monitoring-as-a-service models develop to facilitate the transition of spending from capex to opex.

### Interoperability and Legacy Integration Challenges

Many assets developed before 2010 include inbuilt wired sensor networks that use proprietary protocols from the original equipment maker. Retrofitting wireless overlays to such systems requires new gateway hardware and middleware that can extend project schedules by 6–12 months [[18]](https://standards.ieee.org). Standards bodies like IEEE and the Open Geospatial Consortium are developing consistent data schemas, but full protocol harmonization is unlikely before 2029, limiting short term upgrade cycles in the Infrastructure Monitoring Market.

## Opportunities

## Infrastructure Monitoring Market Opportunities

### Monitoring-as-a-Service for Municipal Assets

Small and mid-size towns have the bulk of aged bridge and culvert inventory, but lack capital budgets for extensive sensor deployments. This latent demand can be turned into a recurrent revenue stream through subscription-based monitoring services that combine hardware installation, cloud analytics and quarterly condition reports into a package. Early movers such as Nova Metrix and [Sixense](https://www.sixense-group.com.au/)have piloted municipal MaaS contracts in the North Eastern US and France, respectively [[22]](https://novametrix.com).

### AI-Driven Predictive Analytics Platforms

By marrying machine learning with constant sensor data, operators can see micro-crack propagation, corrosion start and load abnormalities months before any visible degradation occurs. Platforms that integrate AI inference with engineering simulation models can save unplanned maintenance costs by 25–40% [[4]](https://infrastructurereportcard.org). This analytics layer is a high-margin software potential in the larger Infrastructure Monitoring Market.

### Emerging-Market Pipeline and Rail Expansion

Latin America, the Middle East, and Sub-Saharan Africa are entering an infrastructure buildout phase where monitoring can be designed in from day one rather than retrofitted. Brazil's PAC program includes monitoring provisions for 7,500 km of new rail track, while Saudi Arabia's NEOM project specifies continuous structural surveillance for all transport corridors [[23]](https://gov.br). These greenfield deployments present faster sales cycles and higher attach rates than retrofit markets.

### Data Monetization Through Insurance and ESG Reporting

Continuous monitoring data has value beyond operations. Insurers are building parametric products around real-time structural health indices, and ESG frameworks increasingly require asset-level resilience disclosure [[12]](https://swissre.com). Infrastructure owners who share anonymized monitoring data with reinsurers and rating agencies can negotiate premium reductions of 10–18%, creating a financial feedback loop that subsidizes monitoring investment.

### Offshore Wind and Subsea Asset Monitoring

The global offshore wind pipeline exceeds 380 GW through 2035, and every turbine foundation, subsea cable, and transition piece requires corrosion and fatigue monitoring [[11]](https://iea.org). This single vertical could add over USD 1.5 Billion in cumulative monitoring spend by 2032, making it one of the fastest-emerging opportunity pockets within the Infrastructure Monitoring Market.

## Future Outlook

## Infrastructure Monitoring Market Future Outlook

### AI and Autonomous Inspection Integration

By 2030, AI-powered anomaly detection will handle an estimated 60–70% of routine structural assessments currently performed by human inspectors, according to U.S. DOT research projections [[3]](https://fhwa.dot.gov/ltbpp). The Infrastructure Monitoring Market will shift from selling sensors to selling insight, with platform economics favoring vendors that integrate drone-captured imagery, sensor telemetry, and machine-learning diagnostics into unified dashboards.

### Digital-Twin Mandates and Platform Economics

Multiple jurisdictions are moving toward mandatory digital-twin representation of critical assets. The UK's National Digital Twin Programme and Singapore's Virtual Singapore initiative signal that regulatory requirements for real-time asset replicas will expand globally by 2032 [[8]](https://cdbb.cam.ac.uk). Vendors that control the digital-twin layer will capture recurring software revenue, fundamentally shifting the Infrastructure Monitoring Market's margin profile from hardware-heavy to software-centric.

### ESG and Climate Disclosure as Demand Catalysts

The International Sustainability Standards Board's (ISSB) climate disclosure framework now requires asset-level resilience reporting, pushing infrastructure operators to invest in monitoring systems that generate auditable data [[9]](https://ifrs.org). By 2035, an estimated 40% of the Infrastructure Monitoring Market revenue could be tied to compliance-driven deployments rather than purely operational efficiency gains.

### Electrification and Energy Transition Infrastructure

The IEA projects global investment in electricity grids to exceed USD 600 Billion annually by 2030 [[11]](https://iea.org). Every new transmission tower, substation, and offshore wind foundation requires lifecycle monitoring. This electrification supercycle will pull the Infrastructure Monitoring Market into energy verticals at a pace that rivals traditional civil infrastructure demand.

## Segment Insights

## Infrastructure Monitoring Market Segmentation

### By Technology

| Segment | Key Metric | Primary Demand Driver |
| --- | --- | --- |
| Wireless | 65.8% share (2025) | Low-power sensor proliferation and retrofit ease |
| Wired | 10.18% CAGR (2026–2035) | High-precision nuclear and seismic applications |

Wireless monitoring dominates the Infrastructure Monitoring Market because retrofit deployments on existing structures overwhelmingly favor cable-free solutions. LPWAN protocols such as LoRaWAN and NB-IoT have reduced per-node communication costs below USD 5 annually, making dense deployments viable even for secondary-road bridges. Wired systems retain critical roles in nuclear containment monitoring and tunnel convergence measurement, where electromagnetic interference or explosion-proof requirements rule out wireless alternatives. The wired segment's growth rate, while lower, reflects steady replacement cycles in high-value industrial assets.

### By Application

| Segment | Key Metric | Primary Demand Driver |
| --- | --- | --- |
| Corrosion Monitoring | USD 2.38 Billion (2025) | Pipeline integrity and coastal bridge protection |
| Crack/Strain Detection | 10.85% CAGR | Bridge load rating and building settlement tracking |
| Environmental & Seismic Monitoring | 13.15% CAGR | Climate adaptation mandates and earthquake codes |
| Other Applications | USD 1.12 Billion (2025) | Vibration, tilt, and temperature surveillance |

Corrosion monitoring commands the largest application-level revenue within the Infrastructure Monitoring Market, driven by the massive installed base of oil and gas pipelines and coastal bridge decks. Environmental and seismic monitoring is the fastest-growing application, propelled by climate resilience mandates in Japan, Southern Europe, and the western United States.

### By End-User Industry

| Segment | Key Metric | Primary Demand Driver |
| --- | --- | --- |
| Civil Infrastructure | 50.2% share (2025) | Bridge, tunnel, and dam surveillance |
| Energy & Utilities | 12.82% CAGR | Grid modernization and offshore wind |
| Aerospace & Defense | USD 0.92 Billion (2025) | Airframe life extension and runway monitoring |
| Other End Users | 9.15% CAGR | Mining, water treatment, and port assets |

Civil infrastructure's dominant position in the Infrastructure Monitoring Market stems from the sheer volume of bridge, tunnel, and dam assets requiring surveillance globally. The American Society of Civil Engineers estimates over 46,000 U.S. bridges are rated structurally deficient, creating a persistent procurement pipeline [[4]](https://infrastructurereportcard.org). Energy and utilities end users represent the fastest growth vector, as offshore wind operators and transmission grid managers embed monitoring into capital projects from commissioning onward.

### By Deployment Model

| Segment | Key Metric | Primary Demand Driver |
| --- | --- | --- |
| On-Premise | 72.0% share (2025) | Data sovereignty for defense and nuclear assets |
| Cloud/Edge | 14.05% CAGR | Scalability and remote multi-site management |

On-premise deployments dominate the Infrastructure Monitoring Market today, largely because defense installations and critical energy facilities mandate local data residency. Cloud and edge solutions are gaining rapidly; however, as municipalities and commercial operators seek centralized dashboards that aggregate data from hundreds of distributed assets without on-site server infrastructure.

### By Offering

| Segment | Key Metric | Primary Demand Driver |
| --- | --- | --- |
| Hardware | USD 3.92 Billion (2025) | Sensor nodes, data acquisition units, gateways |
| Software | 12.45% CAGR | Analytics platforms and visualization tools |
| Services | USD 1.85 Billion (2025) | Installation, calibration, and managed monitoring |

Hardware still constitutes the largest offering category in the Infrastructure Monitoring Market, though software is growing fastest as vendors shift toward platform-based recurring revenue models. Services revenue benefits from the increasing complexity of multi-hazard deployments, where specialized engineering expertise is required for installation design and data interpretation.

## Regional Market Share Analysis

## Regional Market Share Analysis

| Region | Key Metric | Primary Investment Themes |
| --- | --- | --- |
| North America | 31.8% share (2025) | Federal bridge rehabilitation, pipeline integrity |
| Europe | 25.3% share (2025) | TEN-T corridor upgrades, seismic resilience |
| Asia-Pacific | 12.75% CAGR (2026–2035) | Smart-city IoT, high-speed rail expansion |
| South America | USD 0.69 Billion (2025) | PAC infrastructure program, mining corridors |
| Middle East & Africa | USD 0.68 Billion (2025) | Mega-project surveillance, oil & gas pipelines |
| Total | USD 8.42 Billion (2025) | — |

The Infrastructure Monitoring Market exhibits clear regional stratification. North America and Europe dominate installed-base revenue while Asia-Pacific closes the gap rapidly through government-led smart-city and resilience programs.

### North America

| Country | Key Metric | Key Driver |
| --- | --- | --- |
| US | 72.4% of regional share | IIJA bridge and highway monitoring mandates [1] |
| Canada | 17.8% of regional share | National Trade Corridors Fund [14] |
| Mexico | 9.8% of regional share | Rail modernization under T-MEC commitments |

The United States accounts for the overwhelming majority of the North American Infrastructure Monitoring Market revenue, buoyed by the National Bridge Inspection Standards overhaul and dedicated federal grants that require continuous surveillance as a disbursement condition. Canada's corridor-centric approach targets freight chokepoints along the Trans-Canada Highway and St. Lawrence Seaway. Mexico's monitoring adoption is earlier-stage but growing as public-private concession agreements for toll roads begin incorporating sensor-based condition clauses.

### Europe

| Country | Key Metric | Key Driver |
| --- | --- | --- |
| Germany | 11.2% CAGR | Autobahn bridge renewal program [2] |
| UK | USD 0.42 Billion (2025) | National Highways digital roads strategy |
| France | 10.8% CAGR | Post-Genoa mandate for viaduct monitoring |
| Italy | USD 0.28 Billion (2025) | Seismic retrofit requirements |
| Spain | 9.4% CAGR | High-speed rail corridor expansion |
| Nordic Countries | USD 0.19 Billion (2025) | Arctic climate resilience programs |
| Russia | 8.6% CAGR | Pipeline integrity along Siberian corridors |
| Rest of Europe | USD 0.21 Billion (2025) | EU cohesion funding allocations |

Germany's bridge inventory crisis — with over 4,000 structures rated as critically deficient by the Federal Highway Research Institute — places it among Europe's fastest-growing markets for the Infrastructure Monitoring Market. The Genoa bridge collapse in 2018 triggered pan-European legislative action, with France and Italy implementing mandatory continuous monitoring for viaducts exceeding 100-meter spans. The UK's National Highways organization has committed GBP 1.2 Billion to its Digital Roads program through 2030, embedding sensor arrays into motorway and tunnel assets.

### Asia-Pacific

| Country | Key Metric | Key Driver |
| --- | --- | --- |
| China | 34.2% of regional share | New Infrastructure initiative and high-speed rail |
| India | 13.6% CAGR | Smart Cities Mission Phase 2 [15] |
| Japan | USD 0.51 Billion (2025) | National Resilience Plan [16] |
| South Korea | 12.9% CAGR | Digital New Deal infrastructure governance |
| ASEAN | USD 0.24 Billion (2025) | Urban transit and flood resilience projects |
| Rest of Asia-Pacific | 11.4% CAGR | Mining and hydroelectric dam monitoring |

Asia-Pacific represents the highest growth trajectory within the Infrastructure Monitoring Market. China's railway network alone exceeds 42,000 km of high-speed track, all requiring continuous structural surveillance, while India's Phase 2 smart-city investments embed monitoring into over 100 urban centers. Japan's aggressive stance on disaster resilience — reflected in JPY 15 Trillion in national resilience spending — ensures sustained demand for seismic and flood monitoring solutions on bridges and coastal defenses.

### South America

| Country | Key Metric | Key Driver |
| --- | --- | --- |
| Brazil | 58.3% of regional share | PAC program rail and highway spending [23] |
| Argentina | 22.1% of regional share | Buenos Aires metro and highway upgrades |
| Rest of South America | 19.6% of regional share | Mining infrastructure and dam safety |

Brazil's Growth Acceleration Program (PAC) provides the primary demand floor, with monitoring requirements attached to new rail and highway concessions. Argentina's metropolitan transit overhauls and Andean mining corridor expansion offer secondary growth pockets for the Infrastructure Monitoring Market.

### Middle East & Africa

| Country | Key Metric | Key Driver |
| --- | --- | --- |
| Saudi Arabia | 32.5% of regional share | NEOM and Vision 2030 mega-projects [23] |
| UAE | 26.8% of regional share | Expo legacy infrastructure and rail projects |
| South Africa | 18.4% of regional share | Mining asset management and port modernization |
| Egypt | 12.7% of regional share | New Administrative Capital and Suez corridor |
| Rest of MEA | 9.6% of regional share | Oil and gas pipeline integrity programs |

Saudi Arabia and the UAE anchor Middle East demand through mega-project surveillance requirements. NEOM's specifications mandate continuous structural monitoring across all built assets, creating a greenfield testbed for the Infrastructure Monitoring Market. South Africa's mining sector and Egypt's ambitious capital relocation project add incremental demand layers across the continent.

## Competitive Benchmarking

## Competitive Benchmarking

The Infrastructure Monitoring Market exhibits medium concentration, with an estimated top-five share of 28–35% and a Herfindahl-Hirschman Index below 800. Incumbents compete on platform breadth and installed-base relationships, while specialist firms differentiate through application-specific expertise in seismic, corrosion, or geotechnical monitoring. Recent M&A activity — including platform acquisitions by large industrial conglomerates — signals consolidation pressure that will intensify through 2028.

| Company | Est. Revenue Share Range | Key Offerings | Strategic Positioning |
| --- | --- | --- | --- |
| Siemens AG | ~7–10% | End-to-end IoT platforms, cloud analytics | Broad industrial portfolio, digital-twin integration |
| Honeywell International | ~6–9% | Connected sensors, building management systems | Cross-vertical data platform, energy & defense |
| National Instruments (NI) | ~5–8% | Data acquisition hardware, test/measurement software | High-precision engineering, OEM partnerships |
| Campbell Scientific | ~4–6% | Environmental sensors, dataloggers | Research-grade accuracy, geotechnical niche |
| Nova Metrix (Geocomp) | ~3–5% | Wireless sensor networks, geotechnical monitoring | Municipal bridge and dam specialization |
| Geokon | ~3–5% | Vibrating-wire sensors, readout systems | Deep expertise in dam and tunnel monitoring |
| RST Instruments | ~2–4% | Geotechnical and structural sensors | Mining and tunneling applications |
| Sixense (VINCI Group) | ~2–4% | Structural monitoring services, cloud platforms | European infrastructure concessions integration |
| James Fisher Strainstall | ~2–3% | Load monitoring, offshore structural health | Maritime and offshore energy specialization |
| Screening Eagle Technologies | ~2–3% | NDT hardware, AI inspection software | Digital inspection workflow unification |

## Recent News & Developments

## Recent News & Developments

- [Siemens](https://www.mobility.siemens.com/ch/en/portfolio/rail-infrastructure/siemens-infrastructure-monitoring.html)(April 2025) launched a $190 million plant in Fort Worth to produce AI-ready electrical equipment for local data-center and infrastructure clients.

## Report Scope

## Infrastructure Monitoring Market Report Scope

| Parameter | Detail |
| --- | --- |
| Market Scope | Global Infrastructure Monitoring Market across hardware, software, and services |
| Study Period | 2021–2035 |
| Historical Period | 2021–2024 |
| Base Year | 2025 |
| Forecast Period | 2026–2035 |
| CAGR | 10.55% (2026–2035) |
| Market Size (2025) | USD 8.42 Billion |
| Market Size (2035) | USD 22.96 Billion |
| Fastest Growing Segment | Environmental & Seismic Monitoring (by application); Cloud/Edge (by deployment) |
| Companies Profiled | 10+ including Siemens, Honeywell, National Instruments, Campbell Scientific, Nova Metrix, Geokon, RST Instruments, Sixense, Strainstall, Screening Eagle |
| Valuation Currency | USD Billion |

## Frequently Asked Questions

**Q: How does monitoring-as-a-service pricing compare with outright sensor system purchase for a mid-size bridge?**
A: MaaS contracts typically cost USD 35,000–60,000 per year per structure, compared with USD 1.5–3.0 Million in upfront purchase costs. Over a ten-year period, MaaS is roughly 20–30% more expensive in total but eliminates capital outlay barriers for municipalities [17].

**Q: Which data communication protocol is gaining the most traction for remote Infrastructure Monitoring Market deployments?**
A: NB-IoT and LoRaWAN are leading adoption for remote sites due to ultra-low power consumption and carrier-grade reliability. NB-IoT holds an edge where cellular coverage exists; LoRaWAN dominates in off-grid and mountainous terrain [6].

**Q: What role do insurance underwriters play in accelerating Infrastructure Monitoring Market adoption?**
A: Insurers increasingly offer 10–18% premium reductions for assets with continuous monitoring, creating direct financial incentives. Parametric insurance products are emerging that trigger payouts based on real-time sensor thresholds rather than post-event damage assessments [12].

**Q: How are cybersecurity concerns shaping procurement standards in the Infrastructure Monitoring Market?**
A: NIST's SP 800-82 Rev 3 now covers industrial monitoring networks, requiring encrypted data transmission and role-based access controls. Procurement contracts for federal assets mandate FIPS 140-2 validated encryption modules [20].

**Q: What differentiates fiber optic sensing from conventional electrical sensors in corrosion monitoring applications?**
A: Fiber optic sensors provide distributed measurement along entire cable lengths rather than point-by-point readings, enabling earlier detection of corrosion onset. They also offer immunity to electromagnetic interference, making them preferred for high-voltage environments [18].

**Q: How do building information modeling platforms integrate with the Infrastructure Monitoring Market ecosystem?**
A: BIM platforms serve as the geometric backbone for sensor placement planning and data visualization. Real-time sensor feeds are overlaid onto 3D BIM models, enabling operators to locate anomalies spatially rather than interpreting abstract data tables [8].

**Q: What minimum sensor density do current standards recommend for highway bridge monitoring in the Infrastructure Monitoring Market?**
A: FHWA guidelines recommend one tri-axial accelerometer per 15-meter span segment plus strain gauges at critical load-transfer points. Dense networks require 40–80 sensor nodes for a typical 200-meter span [3].


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