Skip to main content
Category

Case Study

Early Detection of Winding Faults in Distribution Transformer

By Case Study

IDENTIFIED FAILURES

INDUSTRY

  • Energy Distribution

ASSET

  • Distribution Substation Transformer

PROBLEM

  • Phase Winding Degradation

PreditTransf detected asymmetries in both the primary (HV) and secondary (LV) sides, isolating the issue to the secondary side windings. This early detection provided actionable insights to the operator.

Access the Complete Case Study

Complete the form to get the full case study PDF in your inbox

    * All fields are mandatory.


    Early Fault Detection and Optimized Replacement of a Generator’s Stator

    By Case Study

    IDENTIFIED FAILURES

    INDUSTRY

    • Pulp and Paper

    ASSET

    • Generator

    PROBLEM

    • Stator inter-turn short circuit

    Enging's PreditGen system was installed after the client suspected of an issue in a generator. The system quickly confirmed an abnormal condition in the stator, with persistently high severity indicator, affecting phase C in particular with larger values.

    This diagnosis was afterwards validated by the client, who confirmed the presence of inter-turn short circuits in the stator winding and implemented a temporary bypass solution.

    Access the Complete Case Study

    Complete the form to get the full case study PDF in your inbox

      * All fields are mandatory.


      Winding Vibration & Magnetic Wedges Detection

      By Case Study

      IDENTIFIED FAILURES

      INDUSTRY

      • Petrochemical

      ASSET

      • Compressor

      PROBLEM

      • Internal Stator Winding Vibration

      In a 24/7 critical compressor, Enging detected an abnormally high spectral component at 896 Hz, causing a high-frequency ripple in the motor phase currents.
      By validating the motor's internal design with the client, it was confirmed that this frequency was linked to internal stator winding vibration — a fault that often goes unnoticed until severe damage occurs.

      With early detection powered by Electric Signature Analysis (ESA), the issue was identified before it escalated, ensuring reliability and continuous operation.

      Access the Complete Case Study

      Complete the form to get the full case study PDF in your inbox

        * All fields are mandatory.


        Detection of Pinion Problems in a Fertilizer Production Mill

        By Case Study

        IDENTIFIED FAILURES

        INDUSTRY

        • Chemical/Fertilizer

        ASSET

        • Mill Motor Drive

        PROBLEM

        • Gear and Pinion Degradation

        AVOIDED

        • Unplanned Production Stoppage (48h)
        • Potential batch losses and quality deviations prevented

        IMPORTANCE OF THE MILL IN FERTILIZER PLANTS

        In fertilizer production, mills are a central component of the process chain. Their primary function is to reduce raw materials – such as phosphate rock, urea, ammonium sulfate, or compound blends – into fine, uniform particles that meet strict chemical and physical specifications. Particle size distribution directly affects reaction efficiency, granulation quality, nutrient availability, and the homogeneity of the final fertilizer product. Whether in grinding, pulverizing, or blending operations, the mill's performance influences product quality, energy consumption, and overall plant efficiency. Any irregularities in mill operation, such as uneven grinding or particle agglomeration, can lead to substandard product, process inefficiencies, and increased operational costs.

        IMPORTANCE OF THE GEAR SYSTEM IN MILL PERFORMANCE

        The gear system, including the girth gear, pinion, and supporting bearings, is critical for transferring motor torque to the mill shell in a controlled and precise manner. In fertilizer mills, which often operate under high torque and abrasive conditions, proper alignment, lubrication, and condition of the gear system are essential to maintain smooth rotation, reduce vibration, and prevent mechanical stress. The gear system's integrity directly affects the mill's operational stability, energy efficiency, and equipment lifespan. Inaccurate torque transmission or gear wear can propagate dynamic loads through the drive train, affecting bearings, couplings, and the mill foundation.

        CONSEQUENCES OF MILL GEAR FAILURE IN FERTILIZER PLANTS

        Failure of the mill gear system in fertilizer plants can have significant operational, financial, and safety consequences. Common failure modes include gear tooth wear, pitting, fatigue, or fracture, typically caused by misalignment, insufficient lubrication, overloading, or abrasive material handling. Such failures lead to abnormal vibration, noise, and potentially complete mill stoppage. Unplanned downtime directly impacts production schedules, leading to costly losses and potential delays in supplying critical fertilizer products. Moreover, failure propagation can damage bearings, motor couplings, and structural components, increasing repair complexity and safety risks. Continuous monitoring, early fault detection, and predictive maintenance are essential to ensure gear integrity, extend mill service life, and guarantee safe, efficient, and uninterrupted fertilizer production.

        Access the Complete Case Study

        Complete the form to get the full case study PDF in your inbox

          * All fields are mandatory.


          Early Detection of Faulty Contactors in Solar Inverters

          By Case Study

          IDENTIFIED FAILURES

          INDUSTRY

          • Renewable Energy

          ASSET

          • Inverter

          PROBLEM

          • Contactors

          AVOIDED

          • Unplanned Stoppage
          • Loss of production

          THE ROLE OF PV plants IN ENERGY PRODUCTION

          Photovoltaic (PV) plants are at the forefront of the global transition to renewable energy, offering clean, scalable, and increasingly cost-effective electricity generation. With the deployment of large-scale solar farms, solar energy plays a vital role in diversifying the energy matrix and reducing greenhouse gas emissions. To ensure consistent energy output, the reliability of critical components such as inverters, transformers, and power electronics is fundamental.

          IMPORTANCE OF CONTACTORS

          Contactors are key components in managing harmonic filtering and reactive power compensation in PV inverters. Their proper functioning directly impacts inverter performance, safety, and energy quality. Failures in these contactors, especially when undetected, can trigger abnormal behavior in the transformer, operational noise, or complete shutdowns, undermining system reliability.

          CONSEQUENCES OF THE FAILURE OF THE CONTACTORS

          Failure of contactors in solar plants can lead to unexpected system shutdowns, interrupting power generation and causing extended periods of downtime. This not only results in immediate energy production losses but may also compromise the stability of connected components such as transformers or inverters. In critical scenarios, repeated failures can accelerate equipment degradation and pose safety risks. Moreover, if replacement parts are not readily available, recovery can be delayed significantly, highlighting the importance of preventive diagnostics, inventory planning, and condition based monitoring to ensure operational continuity and minimize revenue impact.

          Access the Complete Case Study

          Complete the form to get the full case study PDF in your inbox

            * All fields are mandatory.


            Cable Junction Anomaly in Wind Turbines

            By Case Study

            IDENTIFIED FAILURES

            INDUSTRY

            • Renewable Energy

            ASSET

            • Wind Turbine

            PROBLEM

            • Cable Joint damage

            AVOIDED

            • Unplanned Stoppage
            • Loss of production

            THE ROLE OF WIND TURBINES IN ENERGY PRODUCTION

            Wind turbines are essential in the global transition to sustainable energy. By converting wind into electricity, they offer a clean, renewable alternative to fossil fuels with no direct carbon emissions. Advances in turbine technology have made wind power more efficient and affordable, helping decarbonize the energy sector. As countries aim to reduce fuel imports and diversify energy sources, wind energy strengthens energy security, supports economic stability, and promotes environmental sustainability.

            IMPORTANCE OF CABLES CONNECTING THE WIND TURBINE TO THE SUBSTATION

            Cables linking wind turbines to substations are crucial for transporting generated electricity to the grid. These components must endure environmental stress, mechanical loads, and voltage fluctuations. Their quality and condition affect energy efficiency, operational safety, and overall system reliability. Proper cable design, insulation and maintenance help to avoid faults and ensure long-term performance of wind energy systems.

            CONSEQUENCES OF CABLE FAILURES

            Cable failures can disrupt power transmission, causing energy losses and financial setbacks. These failures are especially costly due to the complexity of repairs and limited access. Persistent or unnoticed damage can lead to overheating, system faults and further component failures, reducing lifespan and safety. Extended downtimes may also affect grid reliability and investor trust, underscoring the importance of durable cables, continuous monitoring, and preventive maintenance.

            Access the Complete Case Study

            Complete the form to get the full case study PDF in your inbox

              * All fields are mandatory.


              Rubber Coupling and Sprocket Failures in Cement Mill Elevator

              By Case Study

              IDENTIFIED FAILURES

              INDUSTRY

              Cement

              ASSET

              Silos Feeding Elevator

              PROBLEM

              Damaged rubber coupling
              and worn sprockets

              AVOIDED

              Unplanned Stoppage

              Loss of production

              IMPORTANCE OF THE SILOS FEEDING ELEVATOR IN CEMENT PRODUCTION

              The Silos Feeding Elevator plays a crucial role in the cement production process, particularly in the stage where raw materials such as clinker, gypsum, and additives are transported to the mill. It ensures´the consistent and efficient delivery of materials to the cement mill, which directly influences the overall production efficiency, material handling, and energy consumption.

               

              IDEAL FUNCTIONING OF THE SILOS FEEDING ELEVATOR

              Under optimal conditions, the Silos Feeding Elevator operates with uniform speed and precise material feeding, ensuring a continuous and smooth supply of materials to the cement mill. This helps in maintaining a steady grinding process and contributes to the consistent quality of the cement.
              The elevator system should have minimal mechanical stress, with effective lubrication, proper alignment, and condition monitoring to avoid irregular wear on the components. Regular maintenance and condition monitoring are essential to ensure uninterrupted operation and prevent material flow disruptions, which can impact the  efficiency of the entire cement production line.

               

              MECHANICAL TRANSMISSION FAILURES: DAMAGED RUBBER COUPLING AND WORN SPROCKETS

              The detection of a damaged rubber coupling and worn sprockets highlighted mechanical transmission vulnerabilities. The rubber coupling, which connects rotating shafts while damping vibrations and compensating for misalignments, had deteriorated, potentially due to misalignment, overload, or material fatigue, resulting in impaired torque transmission and increased mechanical stress.
              Simultaneously, the sprockets, essential for driving chain-based power transmission, showed signs of tooth wear and deformation. This condition can cause chain slippage, irregular motion, and excessive vibration. The combined degradation of these components compromises the efficiency, reliability and longevity of the cement mill’s drive system, underlining the necessity of timely inspection and replacement to prevent unplanned failures and ensure stable mill operation.

              Access the Complete Case Study

              Complete the form to get the full case study PDF in your inbox

                * All fields are mandatory.


                Kiln Crank Effect

                By Case Study

                IDENTIFIED FAILURES

                INDUSTRY

                Cement

                ASSET

                Kiln

                PROBLEM

                Crank Effect

                AVOIDED

                Unplanned Stoppage

                Kiln permanent deformation

                The rotary kiln is essential in cement production, transforming raw materials into clinker through high-temperature processing. Ideally, it rotates smoothly to ensure uniform heat distribution, which is crucial for efficient chemical reactions and high-quality clinker production.
                A major issue affecting kiln operation is the kiln crank effect, caused by uneven thermal expansion. This leads to deformation, irregular rotation, and mechanical stress on critical components, increasing wear, power consumption, and potential structural damage. Proper maintenance and temperature control are key to preventing these issues.

                Access the Complete Case Study

                Complete the form to get the full case study PDF in your inbox

                  * All fields are mandatory.