Sensors & Transducers


How smart sensors aid predictive maintenance as part of Industrie 4.0

Technews Industry Guide: Maintenance, Reliability & Asset Optimisation 2018 Sensors & Transducers

Industrie 4.0 is far more than a term that is simply ‘trending’ in the manufacturing industry, it’s a tool made up of many component parts which are able to offer genuine benefits and competitive gain to plants prepared to think progressively about the digital future. Take smart sensors, for example. When optimally selected and applied, the latest smart sensor technologies for fluid-power applications can have a positive impact on strategies such as predictive maintenance. Real-time data collection (via smart sensors), as part of Industrie 4.0, can influence decisions about scheduling downtime to carry out maintenance operations. These decisions can prove advantageous in terms of maximising productivity and meeting ever-shortening customer delivery schedules.

Industrie 4.0 is far more than a term that is simply ‘trending’ in the manufacturing industry, it’s a tool made up of many component parts which are able to offer genuine benefits and competitive gain to plants prepared to think progressively about the digital future. Take smart sensors, for example. When optimally selected and applied, the latest smart sensor technologies for fluid-power applications can have a positive impact on strategies such as predictive maintenance. Real-time data collection (via smart sensors), as part of Industrie 4.0, can influence decisions about scheduling downtime to carry out maintenance operations. These decisions can prove advantageous in terms of maximising productivity and meeting ever-shortening customer delivery schedules.

Predictive versus preventative maintenance

Maintenance operations vary from plant to plant, but are traditionally based on reactive or preventative strategies. With the former, lost production and unforeseen costs are the typical outcome, while the latter often sees systems or parts repaired, not because they need it, but simply because they are listed on the general maintenance procedures, again incurring unnecessary expense.

With these facts in mind, attention has been gradually shifting to predictive maintenance as a potential industry game-changer, spurred on to a large degree by the emergence of Industrie 4.0. For many years, it has been possible to monitor motion control equipment on machines. In fluid-power systems (pneumatic, electro-pneumatic, hydraulic, electro-hydraulic) that process has normally revolved around factors such as the position of the actuator and whether the gate is open or closed. Now, however, things are moving to a whole new level of condition monitoring, to the extent that maintenance personnel can determine whether something out of the ordinary has occurred.

Ultimately, every process has a ‘heartbeat’, so the question to ask is has that heartbeat changed over a certain period of time? Maybe it has become slower or faster, for instance. This is where smart sensor technologies begin to pay dividends.

The latest sensor technologies available for fluid-power systems are somewhat different from their counterparts of yesteryear. For instance, traditional solenoid valves operated by simple contactors in an output card are today being replaced by network-enabled devices with built-in diagnostic sensing to monitor temperature, voltage, current and even cycle counts, which can be useful for warranty claims. The high quantity of data these sensors produce creates an equally sizeable opportunity to transform the way plant managers operate and maintain industrial equipment. This is especially true in light of the increasing momentum associated with Industrie 4.0 manufacturing strategies.

Get smart with maintenance

Embedded smart sensors can today be integrated with numerous different low-level fluid power products, from connectors, hoses and tubing, to pumps, motors, actuators and filters – all as part of an Industrie 4.0 installation. One of the principal opportunities arising from this concept relates to predictive maintenance. For example, some of the diagnostic data generated from control valves could be invaluable in troubleshooting power issues. Among the common concerns in fluid-power systems are voltage sags that can occur downstream on long runs, which sometimes lead to misfiring valves. Normally, without an oscilloscope, there is no means of diagnosing the root cause of the problem. In contrast, if each valve manifold node included voltage sensing, a ‘sweeper’ program could be written to record voltage levels across the machine during certain periods of the cycle.

Smart sensor technology also has the ability to help predict hydraulic hose or connector leakage. With vibration sensors embedded at the right locations on a hose or connector, and the tools to communicate that data back to a monitoring system, a simple program can be written to conduct and record a straightforward trend analysis with the ability to predict if a hydraulic leak is likely to occur.

A similar strategy could be employed for detecting leaking piston seals in a hydraulic actuator. Using a correctly specified embedded temperature sensor, a cylinder would be able to alert maintenance personnel to any unexpected temperature differentials, which might indicate bypassing of the piston seal.

Unified communications standards

Of course, selecting an Industrie 4.0-enabled sensor is one thing, but ensuring that it can communicate with other such devices is quite another. For this reason, it is imperative to select a sensor vendor that operates a centralised strategy to ensure that its smart devices and subsystems share open communications standards and best practices. IOLink is the first I/O technology for communicating with sensors and actuators to be adopted as an international standard (IEC 61131-9). This open protocol is bringing the world of Industrie 4.0 to component level, and already proving essential in ensuring interoperability across multiple technologies and manufacturers.

Consider a pneumatic device, for example, which is being used to grip workpiece blanks and load them into position on a machine tool. Here, the voltage of the coils across the solenoid valves can be monitored for signs of impending failure. In such a scenario, IO-Link can offer budget-friendly communication with low-level devices, connecting them to motion controllers that subsequently connect to a factory network and, if required, to the cloud.

Smart sensors and other Industrie 4.0-enabled devices must work in co-operation with products from other manufacturers. In fact, the value of any connected digital solution is directly proportional to its interoperability. There is no place for proprietary solutions; an open, exchange-based architecture that enables interoperability with third-party products, applications and platforms is essential.

The security issue

Talk about Industrie 4.0 and one recurring area of concern arises: security. Indeed, this issue has been central in discouraging many plants from taking the decision to connect machines and devices to the cloud, and gaining the insight required to predict failures and optimise performance at component level.

For any company concerned about this issue and seeking guidance on how to move forward this is the point where choosing the right vendor becomes crucial. It is essential to choose suppliers who can share technical knowledge and hands-on experience gained from working across a wide range of advanced applications. With specific focus on fluid-power installations, the selected vendor should be able to offer advice on where sensors need to be integrated to obtain optimal insight, the type of data to collect, and how to present the results to MRO (maintenance, repair and operations) personnel in the way that is most useful. Progressive, forward-thinking vendors are striving to bake in best-practice data encryption in motion and storage to create secure end-to-end Industrie 4.0-enabled systems.

The big picture

Using the latest sensor intelligence is now about far more than simply monitoring factors such as position and speed. It’s about using data, collected in real time, to provide vital information concerning service life that can help facilitate the implementation of predictive maintenance. This data can be used to identify when a machine or system is not functioning correctly, or at its optimum efficiency. Early sensor notification of issues allows system operators to investigate, consider, plan and schedule the required corrective maintenance for a time when production throughput is either low or can be stopped. This could be overnight, during a larger planned plant maintenance shutdown, or whenever there is least impact to those all-important customer delivery schedules.

A recent study by Accenture and GE found that predictive maintenance can generate a 30% reduction in maintenance costs and an up to 70% cut in production downtime caused by equipment breakdowns. Clearly, the value that the latest smart sensors can add to the implementation of predictive maintenance strategies as part of an Industrie 4.0 environment should not be underestimated.

For more information contact Lisa de Beer, Parker Hannifin SA, +27 (0)11 961 0700, lisa.debeer@parker.com, www.parker.com/za


Credit(s)



Share this article:
Share via emailShare via LinkedInPrint this page

Further reading:

Parker Hannifin showcases its latest mobile solutions
May 2019, Parker Hannifin Sales Company South , News
Parker Hannifin presented its new, integrated electrified system solutions for sustainable mobile systems at bauma 2019. Visitors to Parker’s stand were able to see and experience a range of efficient ...

Read more...
Get your sensor data faster
May 2019, VEGA Controls SA , Sensors & Transducers
VEGA’s Tools App enables sensor parameters and configuration settings to be read and adjusted via Bluetooth on any smartphone or tablet. They are easy to operate and all data is permanently available ...

Read more...
Indoor air quality management
May 2019, Atlas Industrial Systems , Sensors & Transducers
Atlas Industrial Systems (AIS) is the sole supplier of the Honeywell, a first in mobile-supported, indoor air quality management. Regulated by ICASA, this system is user-friendly and has proven valuable ...

Read more...
Ultrasonic sensors for level measurement and object ­detection
May 2019, ifm - South Africa , Sensors & Transducers
ifm – South Africa’s new M30 ultrasonic sensors for continuous level measurement and object detection are distinguished by their long range of up to eight metres. This makes them particularly suited for ...

Read more...
Machine vision solutions
May 2019, Westplex , Sensors & Transducers
Westplex specialises in machine vision products and systems for visual inspection, and is a country-wide, one-stop source for a wide range of industrial machine vision products. Westplex represents world ...

Read more...
Load sensing by light
May 2019, SKF South Africa , Sensors & Transducers
SKF’s new optical sensing technology takes monitoring to the next level, providing engineers with new insights into machine performance. SKF Fibre Optic Sensing uses optical fibres to measure forces, ...

Read more...
Contact-free optical communication
May 2019, Countapulse Controls , Sensors & Transducers
Optical data transceivers are the appropriate choice for any application where data needs to be transmitted without cables and without interference. The Leuze DDLS 500 data transceiver makes contact-free ...

Read more...
Parker Hannifin introduces couplings for quick and easy installation
May 2019, Parker Hannifin Sales Company South , Pneumatics & Hydraulics
Parker Hannifin now offers quick connection couplings for its NSA series, notable for features including their low weight. NSA couplings are available in nickel-plated brass or stainless steel, while ...

Read more...
Listening to the Voice of the Machine
April 2019, Parker Hannifin Sales Company South , IT in Manufacturing
The value of discrete IoT.

Read more...
Shock-proof linear position sensors
April 2019, Turck Banner , Sensors & Transducers
Turck’s enhanced Li linear position sensors measure position values at a frequency of 5 kHz at measuring lengths of up to 2 metres. Turck has updated its contactless Li Q25 positioning systems and has ...

Read more...