Friday, January 23, 2026

Soil and Pile Testing: Engineering Calculations, Design Logic, and Corrective Piling Decisions

 


Acknowledgement : This article is based on an actual case study conducted in March 2024, for a project in which the building has since been successfully completed. The author would like to express sincere appreciation to the QHSEL Principal C & S for providing technical review and validation of the content presented in this article. The author also acknowledges the contributions of the former project team, including the Consultants, Geotechnical Engineer, Design Engineer, and the QA/QC and Safety Team, whose technical input and professional engagement were invaluable to this article. Gratitude is also extended to the former Client for their cooperation and permission to reference project information in an anonymised "academic" context. The insights and experiences derived from this project have significantly contributed to the technical discussions and conclusions presented in this article.

(Includes a special topic : HOW AIR RECONNAISSANCE, SCADA AND DIGITAL TECHNOLOGIES ENHANCE GEOTECHNICAL AND PILING PRACTICE)

INTRODUCTION

Soil and pile testing form the backbone of foundation engineering - the first line of defence. Before a single pile is installed, engineers must understand soil stratigraphy, strength, stiffness, and bearing capacity to design safe and economical foundations. These parameters guide the selection of pile type (bored, driven, micropile) and ensure piles terminate in competent strata.

Failure to interpret or act on these results often leads to pile failure, excessive settlement, cost overruns, and NCR issuance.

Tests such as Standard Penetration Test (SPT), Cone Penetration Test (CPT), and Plate Load Test (PLT) provide soil parameters, while Pile Integrity Test (PIT), Dynamic Load Test (PDA), and Static Load Test (SLT) verify pile performance.

When pile tests fail, engineering judgment supported by soil data allows piles to be relocated, redesigned, or replaced to ensure structural stability.

1. SOIL TESTS AND ENGINEERING PARAMETERS

1.1 Standard Penetration Test (SPT) - SPT provides N-values, which correlate to soil strength parameters.

1.2 Cone Penetration Test (CPT)


1.3 Plate Load Test (PLT)

Used to determine allowable bearing pressure:


2. PILE CAPACITY ENGINEERING CALCULATIONS

Pile capacity consists of shaft friction + end bearing:


2.2 End Bearing Capacity

3. GUIDE


4. PILE TESTING FOR VERIFICATION

Pile Integrity Test (PIT) detects defects:

  • Necking,

  • Voids,

  • Cracks,

  • Contamination

Dynamic Load Test (PDA) - capacity estimation using wave equation:


Static Load Test (SLT) - direct measurement of load-settlement curve. Ultimate capacity determined when:

5. WHEN PILE TESTS FAIL : ENGINEERING CORRECTIVE ACTIONS

Common Failure Causes :

  • Pile toe not reaching competent layer,

  • Weak soil underestimated,

  • Construction defects,

  • Insufficient pile diameter/length,

  • Poor shaft friction

5.1 When Soil Fails: Pile Relocation Strategy

Weak soil lenses, cavities, or peat layers may cause pile refusal or unacceptable settlement.

Engineering response includes:

  • Shifting pile to adjacent competent zone,

  • Increasing pile length to deeper strata,

  • Switching pile type (e.g., bored to micropile)

  • Ground improvement (jet grouting, vibro replacement)

Diagram: Pile Relocation Due to Weak Soil Zone



6. WHY IT MATTERS TO CONDUCT TESTS


7. BRIEF CASE STUDY - NCR FOR FAILED PILING

  • Non-Conformance Report (NCR),

  • Project: Highway Interchange Bridge,

  • Work Section: Foundation – Bored Piles

Description of Non-Conformance

Static Load Test on Pile BP-23 indicated excessive settlement of 25 mm at 1.0 × Working Load, exceeding the allowable 10 mm. CPT results revealed a soft clay lens between 12 m and 18 m depth, which was not reflected in the preliminary borehole logs.

Root Cause Analysis

  • Insufficient borehole spacing missed weak soil lens,

  • CPT was not conducted in pile group zone,

  • Design assumed uniform stiff clay layer.

Corrective Action

  • Shift pile group by 3 m to competent strata,

  • Increase pile length from 20 m to 28 m for critical piles,

  • Conduct additional CPT grid testing.

Preventive Action

  • Mandate CPT for all bridge pier zones,

  • Update Geotechnical Baseline Report (GBR),

  • Revise pile design methodology with probabilistic soil modelling.

Risk Register Update


8. REFERENCE STANDARDS/REGULATORY FRAMEWORK (Malaysia & International)

Soil investigation, pile design, and pile testing in Malaysia are governed by a combination of national standards, Public Works Department (JKR) specifications, British Standards (BS), and Eurocode 7 (MS EN Eurocode).

8.1 Malaysian Public Works Department (JKR) Specifications

  • JKR Standard Specification for Building Works (JKR 20800 Series),

  • Requirements for site investigation, piling works, and quality control,

  • Mandatory testing regimes for SPT, CPT, and pile load testing,

  • Acceptance criteria for pile integrity and load test results

8.1.1 JKR Arahan Teknik (Jalan) – Road and Bridge Works

  • Governs geotechnical investigation for highway and bridge foundations,

  • Requires minimum borehole spacing, CPT profiling, and geotechnical reporting,

  • Specifies pile design verification and redundancy in critical structures

8.2 Malaysian Standards (MS EN)

Malaysia adopts Eurocode through MS EN series, issued by Department of Standards Malaysia (DSM).

MS EN 1997-1:2010 – Eurocode 7: Geotechnical Design – Part 1

  • Design of foundations and piles,

  • Partial factor method for bearing capacity and pile resistance,

  • Ultimate Limit State (ULS) and Serviceability Limit State (SLS) checks

MS EN 1997-2:2010 – Eurocode 7: Geotechnical Design – Part 2

  • Ground investigation and testing,

  • SPT, CPT, PLT procedures and interpretation,

  • Requirements for Geotechnical Design Report (GDR)

8.3 British Standards (Legacy but Still Widely Used)

Although Eurocode is adopted, BS codes remain widely referenced in Malaysia, especially in contractual documents.

BS 5930 – Code of Practice for Ground Investigations

  • Borehole drilling, sampling, logging,

  • Laboratory and in-situ testing procedures

BS 8004 – Code of Practice for Foundations

  • Pile design methods,

  • Allowable bearing capacity and settlement criteria

BS 1377 – Methods of Test for Soils

  • Laboratory soil testing (Atterberg limits, shear strength, compaction, etc.)

8.4 International Pile Testing Standards

ASTM D1143 / D1194 – Static Pile Load Testing

  • Procedures for compression, tension, and lateral load tests

ASTM D4945 – Dynamic Pile Testing (PDA)

  • Wave equation-based pile capacity evaluation

ASTM D5882 – Pile Integrity Testing (Low-Strain PIT)

  • Non-destructive integrity assessment

8.5 Governance and Professional Accountability Context

Under Malaysian practice, geotechnical investigation and piling design are Professional Engineer (Ir.) responsibilities, governed by:

  • Board of Engineers Malaysia (BEM),

  • Engineers Act 1967

  • Code of Professional Conduct

Failure to comply with JKR, MS EN, or BS standards may result in:,

NCR issuance, Professional negligence claims, Contractual disputes and LAD exposure, Regulatory enforcement

Soil investigation standards such as JKR, MS EN Eurocode 7, and BS codes are not academic references - they are contractual and legal instruments. Pile testing validates assumptions, while NCRs document governance gaps. In foundation engineering, compliance is not paperwork; it is structural survival.

9. SPECIAL ADDITIONAL TOPIC :

HOW AIR RECONNAISSANCE, SCADA AND DIGITAL TECHNOLOGIES ENHANCE GEOTECHNICAL AND PILING PRACTICE

9.1 Air Reconnaissance (Drones & Aerial Survey) in Geotechnical Engineering

9.2 Applications

Air reconnaissance using UAVs (drones), photogrammetry, and LiDAR provides:

  • High-resolution topographic mapping,

  • Detection of soft ground, ponding, peat zones, and subsidence,

  • Monitoring of site drainage, earthworks stability, and slope failures,

  • Verification of pile location, pile caps, and structural alignment

9.3 Role in Piling and Soil Risk

In piling works, drones help to :

  • Identify weak ground zones (peat, reclaimed land, fill materials) before piling,

  • Detect ground settlement or heave after piling,

  • Monitor pile platform stability and working platform failures

  • Verify pile layout deviations and relocation decisions

In large infrastructure projects, aerial mapping often reveals geotechnical risks missed by sparse boreholes.

9.4 SCADA and Instrumentation in Geotechnical Monitoring

9.5 What is SCADA in Construction?

SCADA (Supervisory Control and Data Acquisition) integrates sensors, data loggers, and dashboards to monitor real-time geotechnical and structural performance.

9.5.1 Typical Geotechnical SCADA Instruments

  • Piezometers – groundwater level,

  • Inclinometers – lateral soil movement,

  • Settlement plates/extensometers – vertical settlement,

  • Strain gauges on piles – load distribution,

  • Load cells and tilt sensors on structures

9.5.2 How SCADA Helps in Piling

SCADA enables:

  • Real-time pile load and settlement monitoring during load tests,

  • Early warning of excessive settlement or lateral movement,

  • Verification of design assumptions vs actual field behaviour,

  • Automated alarms when thresholds are exceeded

This transforms geotechnical design from assumption-based to performance-based engineering.

9.6 Other Digital Technologies in Geotechnical and Piling Works

9.6.1 Building Information Modelling (BIM) for Geotechnics

  • 3D subsurface modelling (soil layers, pile groups),

  • Clash detection between piles and underground utilities,

  • Digital twin of foundation systems

9.6.2 AI and Data Analytics

  • Predictive models for pile capacity and settlement,

  • Pattern recognition for NCR risk trends,

  • Optimisation of pile length and layout to reduce cost

9.6.4 IoT-Based Smart Construction

  • Smart sensors embedded in piles and soil,

  • Wireless data transmission to dashboards,

  • Automated compliance documentation

9.6.7 Role in NCR Prevention and Risk Governance

  • Antemortem (Preventive) Controls,,

  • Drone surveys detect weak zones before piling,

  • SCADA baseline monitoring before excavation,

  • BIM geotechnical models identify pile conflicts,

9.7 Postmortem (Corrective) Controls

  • SCADA logs provide forensic evidence in disputes,

  • Drone records verify ground changes and workmanship,

  • Digital records support NCR root cause analysis

9.8 Engineering Governance Insight

  • Traditional geotechnical investigation is point-based (boreholes and CPT),

  • Modern technologies transform it into continuous spatial intelligence.


9.8 Strategic Insight for Mega Projects

In highways, bridges, and high-rise developments, technology integration reduces geotechnical uncertainty, which is the largest uncontrollable risk in construction.

In geotechnics, uncertainty is inevitable. Technology converts uncertainty into measurable risk.

Air reconnaissance, SCADA, BIM, and AI are no longer “nice-to-have” tools. They are engineering governance instruments. The future of foundation engineering is not just deeper piles but deeper data intelligence.













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