Why Predictive Maintenance is More Profitable than Reactive Maintenance

Regular maintenance is needed to keep the equipment in your facility operating normally. All machinery has a design lifespan, and your goal is to extend this as long as possible, while maintaining optimal production levels. How you go about the maintenance matters, from routine checks to repairing the damaged component parts?all before the whole unit needs to be tossed away and a new one purchased and installed. Here, we will break down the different approaches used, and show you why more industries and businesses are turning to proactive maintenance modes as opposed to the traditional reactive approaches for their?field service operations.?

Reactive Maintenance: A wait and see game

Here, you basically wait for a problem to occur, then fix it. It’s also commonly referred to as a “Run-to-Failure” approach, where you operate the machines and systems until they break. Repairs are then carried out, restoring it to operational condition.?

At face value, it appears cost-effective, but the reality on the ground is far much different. Sure, when the equipment is new, you can expect minimal cases of maintenance. During this time, there?ll be money saved. However, as time progresses there?ll be increased wear, making reliance on a reactive maintenance approach a costly endeavour. The breakdowns are more frequent, and inconsistent as well. Unplanned expenses increase operational costs, and there will be lost productivity during the periods in which the affected machinery won’t be in operation.?

While reactive maintenance makes sense when you’re changing a faulty light bulb at home, things are more complicated when it comes to dealing with machinery in industries, or for those managing multiple residential and commercial properties. For the light bulb, it’s easier to replace it, and failure doesn’t have a ripple effect on the rest of the structures in the household. For industries, each time there is equipment failure, you end up with downtime, production can grind to a halt, and there will be increased environmental risks during equipment start-up and shutdown. If spare parts are not readily available, there will be logistical hurdles as you rush the shipping to get the component parts to the facility. Add this to overworked clients in a bit to complete the repair and to make up for lost hours and delayed customer orders.

For field service companies, more time ends up being spent. After all, there?s the need of knowing which parts needed to be attended to, where they are, and when the servicing is required. Even when you have a planned-out schedule, emergency repairs that are required will force you to immediately make changes. These ramps up the cots, affecting your operations and leading to higher bills for your client. These inconveniences have contributed to the increased reliance on?field service management platforms that leverage on data analytics and IoT to reduce the repair costs, optimise maintenance schedules, and?reduce unnecessary downtimes?for the clients.

Waiting for the machinery to break down actually shortens the lifespan of the unit, leading to more replacements being required. Since the machinery is expected to get damaged much sooner, you also need to have a large inventory of spare parts. What’s more, the damages that result will be likely to necessitate more extensive repairs that would have been needed if the machinery had not been run to failure.?

Pros of reactive maintenance

  1. Less staff required.
  2. Less time is spent on preparation.

Cons of reactive maintenance

  1. Increased downtime during machine failure.
  2. More overtime is taken up when conducting repairs.
  3. Increased expenses for purchasing and storing spare parts.?
  4. Frequent equipment replacement, driving up costs.?

This ?If it ain’t broke, don’t fix it? approach leads to hefty repair and replacement bills. A different maintenance strategy is required to minimise costs. Proactive models come into focus. Before we delve into predictive maintenance, let’s look at the preventive approach.?

Preventive Maintenance: Sticking to a timetable

Here, maintenance tasks are carried out on a planned routine?like how you change your vehicle?s engine oil after hitting a specific number of kilometres. These tasks are planned in intervals, based on specific triggers?like a period of time, or when certain thresholds are recorded by the meters. Lubrication, carrying out filter changes, and the like will result in the equipment operating more efficiently for a longer duration of time. While it doesn’t completely stop catastrophic failures from occurring, it does reduce the number of failures that occur. This translates to capital savings.??

The Middle Ground? Merits And Demerits Of Preventive Maintenance

This periodic checking is a step above the reactive maintenance, given that it increases the lifespan of the asset, and makes it more reliable. It also leads to a reduced downtime, thus positively affecting your company?s productivity. Usually, an 80/20 approach is adopted,?drawing from Pareto’s Principle. This means that by spending 80% of time and effort on planned and preventive maintenance, then reactive maintenance for those unexpected failures that pop up will only occur 20% of the time. Sure, it doesn’t always come to an exact 80/20 ratio, but it does help in directing the maintenance efforts of a company, and reducing the expenses that go into it.?

Note that there will need to be a significant investment?especially of time, in order to plan a preventive maintenance strategy, plus the preparation and delegation of tasks. However, the efforts are more cost effective than waiting for your systems and machinery to fail in order to conduct repairs. In fact, according to the US Dept. of Energy, a company can save between 12-18 % when using a preventive maintenance approach compared to reactive maintenance.

While it is better than the purely reactive approach, there are still drawbacks to this process. For instance, asset failure will still be likely to occur, and there will be the aspect of time and resource wastage when performing unneeded maintenance, especially when technicians have to travel to different sites out in the field. There is also the risk of incidental damage to machine components when the unneeded checks and repairs are being carried out, leading to extra costs being incurred.

We can now up the ante with predictive maintenance. Let’s look at what it has to offer:

Predictive Maintenance: See it before it happens

This builds on preventive maintenance, using data analytics to smooth the process, reduce wastage, and make it more cost effective. Here, the maintenance is conducted by relying on trends observed using data collected from the equipment in question, such as through vibration analysis, energy consumption, oil analysis and thermal imaging. This data is then taken through predictive algorithms that show trends and point out when the equipment will need maintenance. You get to see unhealthy trends like excessive vibration of the equipment, decreasing fuel efficiency, lubrication degradation, and their impact on your production capacities. Before the conditions breach the predetermined parameters of the equipment’s normal operating standards, the affected equipment is repaired or the damaged components replaced.??

Basically, maintenance is scheduled before operational or mechanical conditions demand it. Damage to equipment can be prevented by attending to the affected parts after observing a decrease in performance at the onset?instead of waiting for the damage to be extensive?which would have resulted in system failure. Using?data-driven?field service job management software will help you to automate your work and optimise schedules, informing you about possible future failures.

Sensors used record the condition of the equipment in real time. This information is then analysed, showing the current and future operational capabilities of the equipment. System degradation is detected quickly, and steps can be taken to rectify it before further deterioration occurs. This approach optimises operational efficiency. Firstly, it drastically reduces total equipment failure?coming close to eliminating it, extending the lifespan of the machinery and slashing replacement costs. You can have an orderly timetable for your maintenance sessions, and buy the equipment needed for the repairs. Speaking of which, this approach minimises inventory especially with regards to the spare parts, as you will be able to note the specific units needed beforehand and plan for them, instead of casting a wide net and stockpiling spare parts for repairs that may or may not be required. Repair tasks can be more accurately scheduled, minimising time wasted on unneeded maintenance.??

Preventive vs Predictive Maintenance?

How is predictive different from preventive maintenance? For starters, it bases the need for maintenance on the actual condition of the equipment, instead of a predetermined schedule. Take the oil-change on cars for instance. With the preventive model, the oil may be changed after every 5000?7500 km. Here, this change is necessitated because of the runtime. One doesn’t look at the performance capability and actual condition of the oil. It is simply changed because “it is now time to change it“. However, with the predictive maintenance approach, the car owner would ideally analyse the condition of the oil at regular intervals- looking at aspects like its lubrication properties. They would then determine if they can continue using the same oil, and extend the duration required before the next oil change, like by another 3000 kilometres. Perhaps due to the conditions in which the car had been driven, or environmental concerns, the oil may be required to be changed much sooner in order to protect the component parts with fresh new lubricant. In the long run, the car owner will make savings. The US Dept. of Energy report also shows that you get 8-12% more cost savings with the predictive approach compared to relying on preventive maintenance programs. Certainly, it is already far much more effective compared to the reactive model.?

Pros of Predictive Maintenance

  1. Increases the asset lifespan.
  2. Decreases equipment downtime.
  3. Decreases costs on spare parts and labour.
  4. Improves worker safety, which has the welcome benefit of increasing employee morale.
  5. Optimising the operation of the equipment used leads to energy savings.
  6. Increased plant reliability.

Cons of Predictive Maintenance

  1. Initial capital costs included in acquiring and setting up diagnostic equipment.
  2. Investment required in training the employees to effectively use the predictive maintenance technology adopted by the company.

The pros of this approach outweigh the cons.?Independent surveys on industrial average savings?after implementing a predictive maintenance program showed that firms eliminated asset breakdown by 70-75%, boosted production by 20-25%, and reduced maintenance costs by 25-30%. Its ROI was an average of 10 times, making it a worthy investment.

Check our similar posts

Directions Hadoop is Moving In

Hadoop is a data system so big it is like a virtual jumbo where your PC is a flea. One of the developers named it after his kid?s toy elephant so there is no complicated acronym to stumble over. The system is actually conceptually simple. It has loads of storage capacity and an unusual way of processing data. It does not wait for big files to report in to its software. Instead, it takes the processing system to the data.

The next question is what to do with Hadoop. Perhaps the question would be better expressed as, what can we do with a wonderful opportunity that we could not do before. Certainly, Hadoop is not for storing videos when your laptop starts complaining. The interfaces are clumsy and Hadoop belongs in the realm of large organisations that have the money. Here are two examples to illustrate the point.

Hadoop in Healthcare

In the U.S., healthcare generates more than 150 gigabytes of data annually. Within this data there are important clues that online training provider DeZyre believes could lead to these solutions:

  • Personalised cancer treatments that relate to how individual genomes cause the disease to mutate uniquely
  • Intelligent online analysis of life signs (blood pressure, heart beat, breathing) in remote children?s hospitals treating multiple victims of catastrophes
  • Mining of patient information from health records, financial status and payroll data to understand how these variables impact on patient health
  • Understanding trends in healthcare claims to empower hospitals and health insurers to increase their competitive advantages.
  • New ways to prevent health insurance fraud by correlating it with claims histories, attorney costs and call centre notes.

Hadoop in Retail

The retail industry also generates a vast amount of data, due to consumer volumes and multiple touch points in the delivery funnel. Skillspeed business trainers report the following emerging trends:

  • Tracing individual consumers along the marketing trail to determine individual patterns for different demographics and understand consumers better.
  • Obtaining access to aggregated consumer feedback regarding advertising campaigns, product launches, competitor tactics and so on.
  • Staying with individual consumers as they move through retail outlets and personalising their experience by delivering contextual messages.
  • Understanding the routes that virtual shoppers follow, and adding handy popups with useful hints and tips to encourage them on.
  • Detecting trends in consumer preferences in order to forecast next season sales and stock up or down accordingly.

Where to From Here?

Big data mining is akin to deep space research in that we are exploring fresh frontiers and discovering new worlds of information. The future is as broad as our imagination.?

Contact Us

  • (+353)(0)1-443-3807 – IRL
  • (+44)(0)20-7193-9751 – UK
Saving Energy Step 5 – Bringing it together

We hope you have been enjoying our series of short posts regarding saving energy, so what we use we can sustain. We have tried to make a dry subject interesting. After you read this post please comment, and tell us how it went. We are in the environment together. As the man who wrote ?No Man is an Island? said, ?if a clod be washed away somewhere by the sea, Europe is the less? and Europe was his entire world.

The 4 Steps we wrote about previously have a multiplier effect when we harness them together

  1. Having a management system diffuses office politics and pins accountability in a way that not even a worm could wriggle
  2. This defines the boundaries for senior managers and empowers them to implement practical improvements with confidence
  3. The results feed back into lower energy bills: this convinces the organisation that more is possible
  4. This dream filters through all levels of the organisation, as a natural team forms to make work and home a better place.

None of this would be possible without measuring energy consumption throughout the process, converting this into meaningful analytics, and playing ?what-if? scenarios against each other to determine where to start.

The 5th Step to Energy Saving that brings the other four together can double the individual benefits as innovative power flows between them. The monetary savings are impressive and provide capital to go even further. Why not allow us to help you manage what we measure together.

ecoVaro turns your numbers into meaningful analytics, makes suggestions, and stays with you so we can quantify your savings as you make them. We should talk about this soon.

Contact Us

  • (+353)(0)1-443-3807 – IRL
  • (+44)(0)20-7193-9751 – UK
7 Challenges Facing Mobile Field Service ? And Overcoming them with FSM Solutions

Managing a mobile workforce comes with its set of challenges. There are multiple coordination levels, administrative hurdles when distributing tasks amongst your employees, the need to meet your customers? expectations, whilst still operating profitably. Your goal is to rake in more revenue, while striking a balance between the number of employees and the quality of the service being rendered. Under utilisation of the company resources may be misinterpreted to mean that you need more employees- which will affect your bottom line. Repeat visits with older jobs affect the response time for new client appointments. Clients get frustrated when their needs are not met on time. Remember that, for your client, their priority is getting their issue sorted- be it that pipe leak, electrical fault, damaged gas valve, or window installation completed on time. Administrative challenges on your end will simply come off as excuses, costing your brand dearly. The different fields share similar challenges- from utility firms, pest control, installation and repair services such as with plumbers and electricians, those running residential and commercial window cleaning companies, to property managers in charge of different buildings. Here are some of the obstacles faced:

1. Coordinating your team

Running things from the office can get hectic when your technicians are out on ground, and clients are at different locations. From appointments being delayed because the workers met traffic on their way, those calling in sick and requiring you to find replacements on short notice, clients who cancel appointments without notice- they all present a logistical nightmare. There is also the need to have a skill-based task distribution in place. Here, the focus is on getting the right technician for the job, not someone who has simply “dealt with it before as they helped their colleagues on a similar job“. With your firm having different personnel, you want to ensure that you spend the most appropriate technician to your client. This also aids the employees themselves, by increasing their morale as they will be dealing with tasks that they are particularly adept at, score you a high first-time fix rate, and avoid having to do follow up visits to resolve issues that were not properly addressed the first time round. 

Capterra undertook a field service software survey, which showed that 82% of organisations adopting FSM solutions saw an increased rate of first-time fixes, and a 90% rise in actual conversations from quotes.

Capterra

How field service job management software impacts businesses. Source: Capterra

 Follow-ups tend to cost extra with the additional dispatch, and take away your fiend agents from the work that had been scheduled to be handled. Resolving these logistical issues with traditional approaches can be problematic, especially with all the paperwork involved. In fact, let’s delve into that.

2. Mounds of paperwork

Having loads of data streaming in from your field workforce can put one on edge. Organising the documents, creating the spreadsheets and typing away at calculators, sorting the files in cabinets and the stress that comes when a single file appears lost in the heaps of sheets – it creates a bottleneck for your operations.  Manually handling the data at the central office also compromises on the accuracy of the process due to human error, from syntax issues when transferring information, incorrect inputs, to duplicate errors- which is expected to occur with increased frequency due to the tiring nature of the process. Actually, 46% of the respondents surveyed by the Service Council said that paperwork and admin work was the worst part of their day.

The field worker is also affected by the paperwork. From having to come to the office each morning to collect the documents needed for the day, walking with the bulky files from one site to another, perusing through lots of sheets whenever they want mire information about a particular customer or the job description- and the frustration that comes when some documents have been forgotten back at the office- it hampers productivity. Running out of copies of paper will also be unavoidable when your staff are away from the office- and more time will be spent coming back to restock. There are also additional issues like the forms getting soiled or torn, and even the wind blowing them away as your technicians are out in the field.  Dealing with the contracts, collecting signatures for each job that is handled, jotting down notes concerning the particular tasks that they are taking care of- it increases the workload. In fact, this often results in errors in data entry, and jobs being poorly documented.

Fortunately, this doesn’t have to be the case for your firm. Technological advancements have seen solutions being developed to minimise the paperwork involved. These mobile service management software allow the field worker to access all the details of the job via handy apps on their smartphones and tablets- as is the case with FieldElite. Instead of walking around with the documents and files, the information is stored via cloud, and is accessible in real-time. The job documentation- from photos, notes to the customer?s e-signature are all collected through the app, and the information is securely stored and immediately available to the personnel back at the head office. 

Service analytics- where you get to observe product demand, performance of your workforce and analyse your customer base growth through the dashboard reporting modules that come with the FMS software is a key tool for decision makers of the company. You get to optimise your performance without having to resort to adding more work hours, or pushing your employees into overtime. Field service analytics has been shown to increase profitability for leading companies by 18%, going by the ?Get Smart: Business Intelligence and Analytics for Service Organizations? study done by Aberdeen Group.

3. Scheduling conflicts

First, there are multiple jobs that need to be attended to- and disappointing your clients will lead to backlash. Secondly, you have a large team of workers- and you want to optimise on their productivity at an individual level. From an administrative perspective, you are also required to provide proper work structures that incorporate your employees? safety during the jobs being handled- and not to run them like mules, overworking them in a bid to hit your targets. Thirdly, the workers have different individual hours of operations- or they work in shifts. Running all this from a central point, allocating the jobs as needed and managing the different schedules, can be a tall order without the right field service scheduling software.

When your customers book an appointment, they expect that your company will deliver on its mandate, providing the services that they are paying you for as required. On the other hand, as the company, you are relying on your employees to meet those expectations. This means that you should have structures in place to ensure that your field workers stick to their assigned schedules. For this you will need to know their location in real-time, track their performance, and check on their adherence to the set schedules. Working with field service job management software allows you to handle the logistics of every task from one dashboard. By tracking your technicians while they are out in the field, you will be able to allocate orders faster, monitor the incoming customer requests, and manage the task distribution more efficiently. When you have an FSM that allows your workers to coordinate with the head office via mobile app, there will be an increased rate of job completion, and a reduction in overtime. Both your clients and employees get to be happy at the end of the day.

4. Lonely workers

Working in the office has its perks. You are surrounded by your colleagues, and can easily get the attention of anyone in management if needed. However, while out in the field, the workers can feel disconnected from the company structure, left to their devices while still bearing the responsibility of presenting the company in positive light- as they also double up as your brand ambassadors. The loneliness can get to them, with a report by the Service Council showing that isolation was the worst part of the work day for 21% of technicians. The chat feature that comes with the mobile service management software apps is one of the reasons behind their popularity, keeping the employees connected to the rest of the manager at the central office, and even other field employees- which makes them feel as part of one large family.

Safety is also a concern, especially for cases where your field staff will be working in hazardous situations – like conducting repairs on top of radio towers, dealing with gas equipment in concealed spaces. The central office needs to remain in constant communication with the workers, and have the appropriate structures in place to handle emergencies. You don’t want to lose employees because they don’t feel that their safety is a priority to you. A skilled technician is an asset that should be protected- and certainly you wouldn’t want to incur extra funds to hire and train personnel- which will end up being an additional strain to your budget over time. Field service job management software with features that allow your employees to check-in remotely via app will be handy in notifying the head office of their arrival at the job site, and in case of any incident, the field manager can quickly see the employees? last location, and dispatch help to them. 

5. Difficulty in assessing performance metrics

When you have a situation where timesheets are only handed in after the workday- and in some cases at the end of the week, it becomes difficult to assess the level of productivity of your field workers. Are you getting value for your money with the wages that are being paid out? Are there lots of lost work hours due to logistical hitches- or cases where the field worker delay the tasks, or take out sections of their day to attend to matters of personal interest- and still bill you for it? All this translates to poor customer service, with issues ranging from cancelled and rescheduled appointments, unmet targets, disagreements based on the scope of work being handled, to client dissatisfaction for not having their issues addressed in a timely manner- which becomes a hit on your brand.

FSM comes in to enable the field service manager to always be in the loop during the entire process- knowing exactly how long the workers are spending on each particular task, the jobs that are pending, cancelled or rescheduled, in order to constantly review and optimise the planning of the firm?s activities. With software like FieldElite, you even get a birds-eye view, as the work areas are mapped out, that way you will be in a position to direct your field workers on aspects like the best routes to take to avoid traffic gridlocks.

6. The break factor

How do you plan for breaks? Jobs are different, and there will be unexpected issues cropping up regularly. However, the field worker is still entitled to breaks during the working day- such as the all-important lunchtime. The problem arises when there is unextended time on some job sites, and cases of unscheduled breaks being taken. These have a ripple effect, as they will cause delays on other projects that are on queue, and you can also expect customer complaints to be coming in hot and hard. From a management point of view, you want to have the ability to respond to the issues as they arise, and reassign the jobs accordingly. Mobile service management software gives you this power.

7. Customer relationship management

Customers want to be part of the process, staying in the loop with the service appointments that have been scheduled- and understandably so. From the booking process, to following up on the progress of the job- it all factors in. In case there are issues that crop up- like service vehicles being delayed, situations where extra parts need to be ordered, or the session cancelled and scheduled on a different day- being fully transparent with your customers will be a great boost to your brand. Gaining new clients and retaining the current ones requires the firm to maintain a quality customer service.

Negative feedback because of your customers? feeling neglected will be a setback for your business. Integrating the customer relationship management into the field service will go a long way in enhancing their experience. Here, software solutions like FieldElite have also got you covered with a customer self-serve portal, accessible online through their browsers. This has the welcome benefit of reducing the number of calls as they conduct follow-ups, since they will be in a position to track the project right from the comfort of their homes and office desks, thus increasing customer satisfaction.

Ready to work with Denizon?