Feb 12, 2015

EIA: Japan Bringing Limited Nuclear Power Back Online

Nuclear Energy
3 min
If you’re a fan of nuclear energy then you’ve been through a rough few years. Sure, global nuclear power generation in 2013 accou...

If you’re a fan of nuclear energy then you’ve been through a rough few years.

Sure, global nuclear power generation in 2013 accounted for 2.364 trillion kilowatthours— a 0.83 percent increase over 2012— but that’s also a 6.10 percent decrease from 2011. What started the downturn? Well, it’s pretty obviously a result of the Tohoku earthquake and subsequent tsunami that crippled Japan and led to one of the worst meltdowns in history at the Fukushima Dai-ichi nuclear facility.

After the disaster the Japanese public’s sentiment soured— understandably—on nuclear power, which of course is typically clean and safe. The problem is that in those rare few occasions where something goes wrong with a nuclear facility, they go very wrong.

While the estimates on the amount of radiation still leaking from the Fukushima Dai-ichi plant vary widely from organization to organization, the incident is still regarded as one of the most traumatic for a Japan which as recently as 2010 generated 27 percent of its electricity from nuclear. Following the disaster, the country moved to discontinue operations at all 50 of the nation’s plants pending analysis of nuclear power’s safety and reevaluation of their energy outlook for the next century.

That means the country needed to fill the role that nuclear power played in their nation energy makeup for the time-being. According to the U.S. Energy Information Administration (EIA), in the time since the disaster electricity generation from petroleum increased from 7 percent of the country’s demand to 14 percent, natural gas went from 30 percent to 43 percent, coal moved from 24 percent to 30 percent and “other renewables” increased from 3 to 5.

That could all be changing now. According to a report from the U.S. Energy Information Administration (EIA), Japan is anticipating the reactivation of at least a few of its nuclear reactors before the end of 2015.

“Nuclear reactor restarts could begin as soon as May 2015, as Kyushu Electric's Sendai Units 1 and 2 in southwestern Japan received approval to restart from the Japan's Nuclear Regulatory Agency (NRA) and local authorities in November 2014,” the EIA wrote. “The NRA also approved Kansai Electric's Takahama Units 3 and 4 at the end of 2014, although these units are still awaiting authorization from the local government. The timelines for restarting these units and other reactors that currently have applications pending before the NRA are uncertain in the face of more stringent regulations and, in some provinces, political opposition.”

While not exactly popular with a population that is still intensely wary of the potential fallout from another nuclear disaster, the reopening of some of Japan’s reactors could go a fair way in mitigating the financial burden that increased fossil fuel imports have laid on the country, especially natural gas since Japan has been importing greater and greater volumes of liquefied natural gas (LNG) from sources outside of the country.

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Jun 12, 2021

Why Transmission & Distribution Utilities Need Digital Twins

Petri Rauhakallio
6 min
Petri Rauhakallio at Sharper Shape outlines the Digital Twins benefits for energy transmission and distribution utilities

As with any new technology, Digital twins can create as many questions as answers. There can be a natural resistance, especially among senior utility executives who are used to the old ways and need a compelling case to invest in new ones. 

So is digital twin just a fancy name for modelling? And why do many senior leaders and engineers at power transmission & distribution (T&D) companies have a gnawing feeling they should have one? Ultimately it comes down to one key question: is this a trend worth our time and money?

The short answer is yes, if approached intelligently and accounting for utilities’ specific needs. This is no case of runaway hype or an overwrought name for an underwhelming development – digital twin technology can be genuinely transformational if done right. So here are six reasons why in five years no T&D utility will want to be without a digital twin. 

1. Smarter Asset Planning

A digital twin is a real-time digital counterpart of a utility’s real-world grid. A proper digital twin – and not just a static 3D model of some adjacent assets – represents the grid in as much detail as possible, is updated in real-time and can be used to model ‘what if’ scenarios to gauge the effects in real life. It is the repository in which to collect and index all network data, from images, to 3D pointclouds, to past reports and analyses.

With that in mind, an obvious use-case for a digital twin is planning upgrades and expansions. For example, if a developer wants to connect a major solar generation asset, what effect might that have on the grid assets, and will they need upgrading or reinforcement? A seasoned engineer can offer an educated prediction if they are familiar with the local assets, their age and their condition – but with a digital twin they can simply model the scenario on the digital twin and find out.

The decision is more likely to be the right one, the utility is less likely to be blindsided by unforeseen complications, and less time and money need be spent visiting the site and validating information.

As the energy transition accelerates, both transmission and distribution (T&D) utilities will receive more connection requests for anything from solar parks to electric vehicle charging infrastructure, to heat pumps and batteries – and all this on top of normal grid upgrade programs. A well-constructed digital twin may come to be an essential tool to keep up with the pace of change.

2. Improved Inspection and Maintenance

Utilities spend enormous amounts of time and money on asset inspection and maintenance – they have to in order to meet their operational and safety responsibilities. In order to make the task more manageable, most utilities try to prioritise the most critical or fragile parts of the network for inspection, based on past inspection data and engineers’ experience. Many are investigating how to better collect, store and analyze data in order to hone this process, with the ultimate goal of predicting where inspections and maintenance are going to be needed before problems arise.  

The digital twin is the platform that contextualises this information. Data is tagged to assets in the model, analytics and AI algorithms are applied and suggested interventions are automatically flagged to the human user, who can understand what and where the problem is thanks to the twin. As new data is collected over time, the process only becomes more effective.

3. More Efficient Vegetation Management

Utilities – especially transmission utilities in areas of high wildfire-risk – are in a constant struggle with nature to keep vegetation in-check that surrounds power lines and other assets. Failure risks outages, damage to assets and even a fire threat. A comprehensive digital twin won’t just incorporate the grid assets – a network of powerlines and pylons isolated on an otherwise blank screen – but the immediate surroundings too. This means local houses, roads, waterways and trees. 

If the twin is enriched with vegetation data on factors such as the species, growth rate and health of a tree, then the utility can use it to assess the risk from any given twig or branch neighbouring one of its assets, and prioritise and dispatch vegetation management crews accordingly. 

And with expansion planning, inspection and maintenance, the value here is less labor-intensive and more cost-effective decision making and planning – essential in an industry of tight margins and constrained resources. What’s more, the value only rises over time as feedback allows the utility to finesse the program.

4. Automated powerline inspection

Remember though, that to be maximally useful, a digital twin must be kept up to date. A larger utility might blanche at the resources required to not just to map and inspect the network once in order to build the twin, but update that twin at regular intervals.

However, digital twins are also an enabling technology for another technological step-change – automated powerline inspection.

Imagine a fleet of sensor-equipped drones empowered to fly the lines almost constantly, returning (automatically) only to recharge their batteries. Not only would such a set-up be far cheaper to operate than a comparable fleet of human inspectors, it could provide far more detail at far more regular intervals, facilitating all the above benefits of better planning, inspection, maintenance and vegetation management. Human inspectors could be reserved for non-routine interventions that really require their hard-earned expertise.

In this scenario, the digital twin provides he ‘map’ by which the drone can plan a route and navigate itself, in conjunction with its sensors. 

5. Improved Emergency Modelling and Faster Response

If the worst happens and emergency strikes, such as a wildfire or natural disaster, digital twins can again prove invaluable. The intricate, detailed understanding of the grid, assets and its surroundings that a digital twin gives is an element of order in a chaotic situation, and can guide the utility and emergency services alike in mounting an informed response.

And once again, the digital twin’s facility for ‘what-if’ scenario testing is especially useful for emergency preparedness. If a hurricane strikes at point X, what will be the effect on assets at point Y? If a downed pylon sparks a fire at point A, what residences are nearby and what does an evacuation plan look like?

6. Easier accommodation of external stakeholders

Finally, a digital twin can make lighter work of engaging with external stakeholders. The world doesn’t stand still, and a once blissfully-isolated powerline may suddenly find itself adjacent to a building site for a new building or road. 

As well as planning for connection (see point 1), a digital twin takes the pain out of those processes that require interfacing with external stakeholders, such as maintenance contractors, arborists, trimming crews or local government agencies – the digital twin breaks down the silos between these groups and allows them to work from a single version of the truth – in future it could even be used as part of the bid process for contractors.

These six reasons for why digital twins will be indispensable to power T&D utilities are only the tip of the iceberg; the possibilities are endless given the constant advancement of data collection an analysis technology. No doubt these will invite even more questions – and we relish the challenge of answering them. 


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