How long will it take before we are all driving electric cars?

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777,497 electric vehicles were sold globally in 2016 while global car sales in total were 77.31 million, meaning that electric vehicles made up around 1% of sales.

Electric car sales are growing fast, although from a small base. They increased 41% in 2016 and have shown a 32% Compound Annual Growth Rate (CAGR) over the last four years.

Conventional cars, on the other hand are forecast to increase sales by 1.5%, with nearly 94 million units of light vehicles sold in 2017.

The last few years have seen a supportive environment in the US, Europe and China – all key markets for electric vehicles.

California, for example, accounts for more than half of electric vehicle sales in the US because of its zero-emission vehicle (ZEV) mandate that requires manufacturers to sell a certain percentage of electric vehicles.

People are nervous, however, about U.S policy under the new administration.

China has a reduced vehicle exise duty of 7.5% for qualifying vehicles that is expected to support auto sales in the world’s largest car market, with 28 million units expected to be sold in 2017.

Analysts at UBS predict that electric vehicles could reach cost parity with conventional vehicles as soon as 2018 because they will become cheaper to produce.

At present, the Tesla Model 3 is expected to lose $2,800 per car for the base version while GM loses $7,400 per car on every Chevy Bolt.

Car manufacturers need to achieve scale before they will start to break even.

While the running costs of electric cars are much cheaper than conventional vehicles when charged at home, around a sixth of the price at £2-4 per 100 miles, there are some things to watch out for.

Charging at rapid chargers away from home could cost as much or more than filling up with fuel.

Home charging systems add to the total cost of ownership and, as electric vehicles increase in number, will place strain on the grid in areas with high purchases.

The vehicle industry has long product cycles – cars are used for many years, and high capital investments.

This means that change is necessarily slow as the entire system adapts to a changing transport mix.

Oil is still expected to make up a third of European energy consumption due to transport demand.

If governments start banning sales of non-electric vehicles between 2025 and 2040 as many have indicated, we could all be driving electric vehicles by 2050-2060.

Where does the world’s LNG come from?

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Three quarters of the world’s natural gas is used in industrial applications and for power generation.

It burns more cleanly than oil or coal, which means that emissions from natural gas are lower.

As a result, governments around the world have policies that make using natural gas more attractive than the alternatives.

The IEA estimates that global gas consumption will grow from around 120 trillion cubic feet (TCF) in 2012 to 203 TCF by 2040.

So where does this gas come from?

The graphic above shows the top exporters of LNG by market share in 2016 according to the IGU World LNG Report 2017.

Australia now has the largest market share of LNG, going from 12% in 2015 to 44.3% in 2016, a huge increase.

Qatar remains an important source of gas, although the problems it is currently experiencing with its neighbours may have an impact on gas production this year.

Russia, despite its enormous gas reserves, is a relatively small player in the LNG export market.

The one to watch is the United States.

In 2016, the U.S. had a market share of 1.1%, making it the 16th on the list.

Over the next few years, however, it is expected to ramp up exports significantly.

In the next decade, Australia and the United States are expected to be the dominant exporters of LNG to the global market.

Who will win when it comes to developing clean energy technology?

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A series of high profile failures and strategic changes by cleantech companies raise questions about the whole sector.

Acquion energy, a maker of battery systems filed for bankruptcy in March 2017 after raising nearly $200 million from investors including Bill Gates.

Lightsail Energy, a startup co-founded by a charismatic prodigy, Danielle Fong, raised funds to develop compressed air storage energy systems, but is now changing tack to sell its containers to gas markets.

Solyandra a manufacturer of thin film solar cells, filed for bankruptcy in 2011, leaving the US Federal government liable for half a billion in a taxpayer funded loan.

An MIT study in 2016 found that more than half of the $25 billion invested in clean energy startups from 2006 to 2011 was lost, effectively result in a drying up of capital and investment to the sector.

What is going on here?

Many companies have still not figured out the economics of energy. The ones that will survive from now on will have to get their heads around some key factors.

1. Money

Cleantech companies often create new technologies, materials or processes.

These require investment in research and testing facilities, demonstration units and development installations or a track record in order to be accepted by consumers.

This means that they need a lot of money to invest in their infrastructure.

Many companies ran out of money before they created a sustainable income stream.

2. Time

Bringing a new cleantech product to market can takes months and years rather than days and weeks.

End user products such as battery packs have to go through rigorous testing, product certification and safety checks before they can be sold to the public.

The returns on individual technology projects for a customer are also likely to have paybacks that are longer than the typical corporate will accept: 5-6 years rather than 2 years.

As a result, the rates of return to investors in cleantech have been less than in other sectors traditionally backed by private / venture capital.

3: Competition

Electricity is a commodity. Makers of cleantech selling a system that creates electricity cannot control the price of the power from their systems.

They are, instead, forced to compete with existing alternatives in a commodity market.

Even in a cleantech market such as that for solar panels, new technologies struggle to compete against silicon panels.

This is not because the new technologies are not better. It’s just that the massive investment in silicon fabrication facilities worldwide has made the cost of silicon panels fall much faster than alternatives.

4: Policy

A huge amount of momentum in cleantech is driven by government policy.

Over several years, clean energy in Europe and the UK has been driven by subsidies.

In the US, tax treatment for energy from wind has resulted in large-scale developments by the likes of MidAmerican energy.

As we go forward, however, the new Trump administration wants a renaissance in oil and coal and will change policy to support those industries.

5: Buyers

Buyers and investors in cleantech companies are more likely to be existing utilities now rather than VC investors.

This is because the incumbents can add new technologies to their portfolio of existing assets rather than having to depend entirely on the new technology for income.

The energy sector has been around for a long time and change is slow. You need deep pockets to hang around

Summary

In summary, cleantech companies that have a core proposition built around a technology or process may struggle to create a sustainable income stream.

Larger systems are more economic. Scale succeeds.

TEsla has succeeded by going big fast, and its latest thing is to build the world’s biggest battery facility.

The sector will continue to need a supportive policy environment to move ahead, and we will need to wait and see what happens.

This is especially important in the US, given its size and innovative capacity.

Ultimately, the energy sector will be driven by large scale projects and policy – much like it has always been.

A roundup of BREXIT risks: What does it mean for you?

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Theresa May invoked Article 50 of the Lisbon Treaty on 29th March, giving the UK two years to leave the EU – on Friday 29th March 2019.

The government’s focus over the period is on laws, transferring EU law into UK law and deciding what to keep and what to scrap.

What are the really big issues from the UK’s point of view?

There are 3 things that come out of the withdrawal letter sent to the EU.

  1. If the UK leaves the EU without an agreement, trade will continue on default World Trade Organisation (WTO) terms but it would be good to have a free trade agreement.
  2. We have to work out what happens to citizens currently living and working in different countries.
  3. It would help to have an implementation period to avoid a cliff edge.

The negotiations between the UK and the EU need to unpick over 40 years of processes and go through thousands of points, but these are probably the most crucial overall.

What about individuals – what could happen to us?

Things will cost more

The fall in the value of the pound has made imported goods more expensive. People expect the currency to stay low for the long term now, so prices could increase rather than decrease.

Travelling could involve more checks

At the moment, there is visa free travel across the EU. In some countries, UK citizens can stay for up to 90 days without needing a visa, and that sort of arrangement would help with tourism.

If you are planning to stay for longer, that may require visas in the future.

Common services could change

There will be an impact on areas like health cards, insurance, car number plates and so on where the outcome of the negotiations will determine where you buy them and what it means for you.

What will happen to businesses?

The risks for businesses fall into three broad categories:

  1. Labour
  2. Trade
  3. Finance

A number of industries depend on international labour

Sectors such as Accomodation and Food Services, Manufacturing and Transport have between 20 and 30% of their workforce made up of non-UK nationals.

These businesses will have to prepare for the cost of replacing or recruiting workers.

A trade deal is crucial for exporters and importers

Many products involve supply chains that criss cross the EU.

The Airbus supply chain, for example, has parts built in several different countries. Could the parts built in the UK have to pay additional tariffs? Or, could those manufacturing tasks be moved to Europe.

Four-fifths of cars made in the UK are exported and more than half of these go to the EU.

The financial sector is exposed to similar risks. Activities carried out in London may move to Hamburg or Paris.

The costs of doing business don’t look like they will go down

If the exchange rate remains low, companies that import will have problems while those that export could see increases in sales.

Wages, however, will probably rise if there are fewer workers available and the value of the remaining pool goes up.

Agriculture, in particular, could suffer both from a shortage of workers and from the loss of EU subsidies.

Summary – a model for assessing risks

As a starting point, it makes sense to fall back on Michael Porter’s value chain.

What are the things you do to deliver a product or service to your market?

How will you BREXIT affect you in each of these areas:

  1. Your infrastructure – office locations, equipment, materials.
  2. Your workforce.
  3. The technology you use.
  4. Procurement – how you buy everything you need.
  5. Inbound logistics.
  6. Operations.
  7. Outbound logistics.
  8. Marketing and sales.
  9. Service.

Will BREXIT increase costs or decrease costs for you in these areas?

Will it create opportunities or result in lost business?

With less than two years to go, it is time to get busy planning for the future.

Note

Drawing – inspired by the work of Chaz Hutton

When is it a good idea to think differently?

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Two roads diverged in a yellow wood, wrote Robert Frost, and taking the one less travelled by made all the difference.

When is it wise to follow the crowd and when is it not a good idea?

Crowds are good at particular kinds of thinking. In his book The Wisdom of Crowds, New Yorker staff writer James Surowiecki talks about three kinds of problems that crowds are particularly good at solving:

  1. Problems of cognition: These are problems which will have a solution at some point. How many cars will sell next quarter? How likely is it that a new drug will get approved?
  2. Problems of coordination: How should a group of people behave? for example, how do buyers and sellers trade fairly? How should people drive safely in cities?
  3. Problems of cooperation: How is it possible to get people who are focused on their own interests to work together? How can we tackle problems like pollution, climate change or tax policy?

Crowds can also be extremely unwise. This usually happens when the rules they should follow break down, communication fails to moderate behaviour and you get things like a riot or stock market bubble.

Interestingly, a crowd seems to fail when its members start to think the same way. This is the essential cause of stock market bubbles and has been seen over time, from tulips to houses.

When everyone starts to believe that the price of something will always go up, you get irrational exuberance, and a bubble that eventually bursts.

The paradox is that wise crowds integrate individual judgements to produce a group judgement – but in order to reach a good judgement, each member of the group needs to think and act independently.

Organisations that want people to reach better decisions should encourage diverse and independent thought and action.

Individuals who want to make better choices should not be afraid to disagree and contest ideas and options. We think better when we think independently.

What kind of organisation do you work in?

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An organisation’s success depends on the nature of its relationship with its customers.

How customers view your company is key to how they choose to interact with you.

Thinking of an organisation only in terms of its staff, its products or its processes can hide important strategic aspects from you.

The model in the picture is adapted from this TED talk by Guy Kawasaki and this paper by Lepak and Snell and shows how customers treat organisations based on how they perceive them.

1. Efficient organisations: High Value but not Unique

Organisations that produce something of value are going to have a market for their products.

Their customers, however, have a choice between many suppliers. For example, car insurance is much the same between providers.

Your supermarket shop is going to have more or less the same things between major supermarkets.

In this quadrant, the winners are the ones with the lowest delivered price, which means they are the most efficient and with the lowest costs to deliver their service.

Customers are likely to go through tendering to work with organisations in Quadrant 1 and pick the cheapest one that does all the things they need.

One more thing about this quadrant – if you reduce your costs by becoming more efficient, the customer benefits in the form of lower prices but you don’t keep the savings in the form of higher margins.

This is why textile mills in the developed world went out of business. All the investment they put into reducing costs resulted in lower prices for consumers, but the companies themselves remained low margin and unattractive businesses and eventually closed down.

2. Contract based organisations: Low Value and not unique

If customers think that what you do has little value and is not unique then they have no incentive to work with you on anything other than a contract basis.

For example, many companies think of cleaning services just as something that needs to be done, but there are many companies that can do it.

The chances are that they will agree a contract with a cleaning company. That contract will continue as long as the facilities stay clean and the terms of the contract are fulfilled.

Over-delivering against the contract may not result in anyone noticing, but under-delivering – having facilities that are dirty – will probably result in complaints and having the contract terminated.

3. Stuck organisations: Unique but of low Value

Your organisation may produce something unique, but unless there is a market and customers perceive value in it, you are likely to be stuck with early adopters and find it hard to get more customers.

Many products fall into this category – there are now museums of failure to products such as Harley-Davidson Perfume.

In the city of Ann Arbor, Michigan, GfK Custom Research North America has a storehouse of failed products ranging from microwaveable scrambled eggs and TV dinners sold by Colgate to Clairol’s Yoghurt shampoo.

Many of these products were unique but perceived as having low or poor value and were withdrawn from sale within weeks or months because no one would buy them.

4. Growing organisations: Unique and with high value

Organisations that do something unique and are thought of by customers as delivering value are likely to be able to maintain higher margins than others, invest more into their businesses and attract more customers than their competition.

Apple is probably the poster child for this category. The company is sitting on $250 billion in cash as it brings in profits every quarter of over $10 billion.

This happens becuase its products are unique and it has customers that love what it does and are prepared to pay a premium to buy its stuff.

Warren Buffett has made a career out of buying businesses that have above average earning power – and credits managers with being able to get extraordinary results from ordinary businesses.

Summary

In summary, how your customers see what you do is crucial to getting the relationship right with them.

If you do something that is currently seen as low value and not unique, the only option, if you want to grow, is to work on changing your customer’s perception of what you do.

On the other hand, if you can deliver the best service, at the lowest price, working in a contract based business or in a business where you are the lowest cost provider can still work for you.

The place you don’t want to be is where your ideas are unique but no one wants to buy from you.

How to think outside the box

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What does it mean to think out of the box – to be able to come up with new ideas and be more creative?

In this TED talk Professor Giovanni Corazza, a faculty member of the University of Bologna and founder of the Marconi Institute of Creativity, talks about how you can become more creative.

The key to thinking out of the box is to understand what the box is – in your mind – and what it means to think out of it.

All thinking is in your mind – you can’t think out of your mind.

Instead, what this means is that creative thinking is being able to go from what you know to what you haven’t thought of yet.

Being able to cross from one type of state of mind to the other is the essence of being creative.

How do you go about doing that?

The first thing is to realise that most thinking is convergent – we think about what we know and use existing knowledge and tools to approach situations and problems.

Our brains are designed to jump to conclusions quickly – a good evolutionary survival mechanism. You don’t want to be considering all the facts about whether that is a tiger in those bushes.

We also look for evidence that confirms our initial conclusions. There is a flash of orange, the bushes are moving, it must be a tiger.

We then act based on that evidence – climb a tree, run indoors, get away from that tiger.

The thing with creativity is that you have to remind yourself to go through a process of divergent thinking.

Divergent thinking is a way to be creative by exploring many possible solutions.

It asks you to take a more spontaneous, less rigid approach to the tasks, to play with ideas, to be willing to tolerate the absurd, the illogical, the risky approaches.

Above all, it asks you to be open. It’s only when you are open that you have the freedom of mind to think creatively.

How to make your innovation a success

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How do you know what kind of innovations will succeed and which ones will fail?

This is a question addressed in Stuffocation: Living more with less by James Wallman.

Wallman is a cultural forecaster, and uses five questions to ask whether an innovation is likely to catch on.

1. Is it better?

Is the innovation actually an improvement over what was there before?

For example, was the Walkman let you listen to music on the move. The iPod was a better tool for the same job.

2. Is it simple?

Is it easy to understand the innovation?

Is it clear how you can use it to make things better for you?

3. Is it compatible?

Does the innovation work with the rest of your life?

For example, DVD cases are a different height to CDs cases, typically because the cases used to sit on the same shelf as VHS tapes.

4. Is it easy to use?

Can you actually use the innovation easily.

For example, an electric toothbrush makes the act of brushing much easier. The same goes for washing machines.

5. Is it remarkable?

Is the innovation remarkable in the sense that other people will take note of how it has improved your life?

According to Wallman, if the answer to each of these questions is “yes”, the innovation is more likely to succeed.

There should be a health warning though – there are quite likely to be innovations that were better, simple, compatible, easy and remarkable but they failed to succeed.

This list of criteria could be based on “survivor bias”. We look at things that have succeeded and assume that they have these features in common.

Aiming to create innovations, however, that use this list as a checklist is unlikely to make things worse.

What you also need to succeed is a good dose of luck.

The essence of competitive strategy: build a moat

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Strategy in business is about focusing on the actions and responses of competitors.

That is what Professor Bruce Greenwald says in his book Competition Demystified. Bruce Greenwald teaches at Columbia Business School and is perhaps the leading academic authority on value investing, the method followed by Warren Buffett and outlined by Benjamin Graham.

The core concept of competitive strategy is based on Michael Porter’s theory that Five Forces tell you how attractive a sector is for business. These are Suppliers, Buyers, Competitors, Substitutes and Potential entrants.

The Five Forces framework makes it easy for business people to spend a lot of time looking at their markets and making plans.

The book says that executives make the mistake of thinking that any plan to get new customers, cut costs or do something that takes time and money is a strategy.

Instead, a strategy should be thought of as only those plans that focus specifically on the actions and responses of competitors.

Why is this important?

It’s because the price at which you sell something tends to head towards cost in a commodity market. If what you do can be done by anyone else, the market price of that thing you do will quickly fall to the cost of doing it, making your margin zero.

The more exposed you are to competition, the easier it is for someone else to start what you do, the fewer the buyers for your service – the more quickly your margin will drop.

The way to maintain a high margin is to focus on how you can create and protect an advantage for your business. As Warren Buffet would say, what is your moat? What is the thing that surrounds and protects your business from competitors who want to take your market share.

Strategy is all about making the playing field less level by doing something your competitors cannot. As a result, strategy is all about your competition – where are they playing, what are they doing, and where should you put your efforts so that you can make it harder for them to replicate what you have and do?

If you can’t protect yourself, then the only thing to do is to be as efficient as possible. Forget the competition and focus on reducing your costs.

If you can, then focus on creating a moat.

The same strategic process applies to individuals. If anyone can do what you can do, your wages will stay low as you can be replaced easily.

If what you do is unique and hard to replicate, you will be more valuable and be paid more.

3 websites to get started with data science

1. The Open Source Data Science Masters

The Open-Source Data Science Masters website has lists of books and courses to learn more about data science, links to software and programming material and to blogs and videos about what data scientists do and think about.

2. 7 command-line tools for data science

This is a blog post by Jeroen Janssens that has been turned into a book Data Science at the Command Line. It has a mix of the usual tools that you would expect and few other scripts.

Also, it reminds you of the Unix Philosophy, which is worth reading a few times.

3. Data in government

The UK government, in particular, has a big focus on making more data available to people. This blog post has an introduction to data science that the team at the Government Digital Service (GDS) use.