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10 contributions to The Energy Data Scientist
PDF on China-Australia energy cooperation
I was at a conference, and this is a presentation by a China Analyst, Climate Energy Finance at a conference on Australia–China green economy cooperation. Key points are: - China dominates global clean energy and clean tech manufacturing, holds ~40% of global solar, leads global EV sales (2.4 million in Q1 2025, +36% YoY), and controls over 80% of global manufacturing capacity across 11 clean-tech supply chain segments (solar, batteries, critical minerals processing). - China is Australia's #1 trade partner and offers the world's lowest-cost, most advanced clean tech. - Government needs to build an enabling environment through a future-oriented national China strategy, bilateral decarbonisation agreements, clearer foreign investment rules
2 likes • 6d
PhD Scholarships in AI , Energy are offered by Chinese government. I have sent a DM to some subscribers of the group with some PhD opportunities and potential scholarships. Check your DM (if you didn't receive , I may send again in the future when new opportunities arise )
2 likes • 4d
@Muriel Shum king dear madam, yes the principal offerings include North China Electric Power University (Renewable Energy School, and Nuclear Science and Engineering), Tsinghua University, Zhejiang University and the Hong Kong University of Science and Technology (MPhil in Sustainable Energy and Environment) . Also in Australia the leading institutions are UNSW (SPREE — photovoltaics and renewable energy), Monash University, the University of Sydney, the University of Queensland and Curtin University, which deliver the Master of Sustainable Energy, the MSc in Sustainable Energy Technology and the Graduate Certificate in Sustainable Energy Technologies, on solar, wind, smart grids, hydrogen and storage. For Complementarity of programmes, Indeed, the two systems are highly complementary, as Australian curricula emphasise research, policy particularly in solar photovoltaics , whereas Chinese curricula provide depth in power engineering, nuclear technology and large-scale deployment. Existing partnerships yes, , several formal partnerships are in place, eg the Australia-China Joint Research Centre for Energy, and university-level collaborations such as the UNSW-ACAP Emerging Leaders in Clean Energy Programme and the Sydney-led Joint Research Centre on Energy Informatics and Demand Response.
The Business of Electrification
Download a report from Iberdrola about electrification. Interesting read. The report is global, not Spain-specific. It's based on a survey of 1200+ executives.
0 likes • 6d
thank you
Interview question
I share a recent interview question asked by Baringa (this is a consulting company focused strongly on energy, utilities, and the energy transition). From a student forum / database (for internship). The question was: 'Why do some renewable power plants continue generating electricity even when electricity prices turn negative? and when do prices become negative ? do you know any example? '
1 like • Mar 13
What is the correct answer: a) Prices turn negative when there is too much electricity being produced and not enough people using it (High Supply + Low Demand). b) This happens during specific times of the year, when the weather is mild (so people aren't running air conditioners or heaters), but the sun is shining brightly or the wind is blowing a lot, causing solar PV and wind farms to generate massive amounts of electricity . c) Example: California frequently sees negative prices in the middle of the day during the spring. They have so many solar PV panels that the grid gets flooded with electricity when the sun is highest, but people are at work and not using much electricity at home.
Uncomfortable truths for Workplace
I see many students who want to stay home and so they ask for remote work all the time. Also I see many who go to work and do not dress well. Here is the truth for the job: Truth1: Go 3-4 times every week to the office so others see you. Your presence is very important. Smile and be professional. This plays a role for your promotion. If you stay home most of the time, you will not be promoted and people will forget you. Truth2: Do not use AI a lot at workplace because every computer has trackers and gives your managers a distribution of time (with plots) of how much you used AI and for how long. There is a software (hidden) that summarises your activity on the computer at work. So be careful : if they see that you cannot write code, and all you do is copy-paste from Chat GPT the code, they will fire you sooner or later. Silently one day they will fire you and they will not tell you why most likely. Be careful. Also you can use it on your phone, but it is time consuming.. Ofcourse they have AI tools but you must write code yourself. Truth3: If you go to non-code positions, it is more stressful and more competitive than code positions. Often, you get lower salary also. Because people in energy are scared of coding, and do not like it. So you get an advantage if you can code , understand code etc. Not super . Just basic things. Eg understand Python . Understand ML. etc Truth4: Do not share personal stories with co-workers. They are competing with you for promotion so they want you to fail ... Be careful. Do not share sensitive things. Truth5: Becareful of your social media presence. Managers spy on you e.g. they have fake profiles and are your friends. They will find your second, third etc profiles. They can find your anonymous X profile where you troll people . They have the ability to find you because they have software tools that you do not know . Truth6: yes the online courses here are all you need. But please fix your CV. Align it with energy companies. Do not just design your CV yourself. Get feedback here. Most CVs look rubbish. Try work on your CV carefully.
0 likes • Mar 13
@Jack Williams Zscaler, HReyes etc. Programs like that even know your laptop (when you use for work)
Valuation of Commodity Options - New Course
Online Course 5.20 is Now Live in the Classroom! The course includes a PowerPoint presentation, full Python implementation and many hours of video lectures. It is a beginner-friendly course on the valuation of Commodity Options (like options on crude oil), including full Python implementation. No stochastic calculus, and no fancy "martingale" mathematics. Just simple, practical language, explaining exactly how it is used in practice, in finance. Banks like JPMorgan use these exact models to help oil companies guarantee their income, even if oil prices crash. On the other side, oil refineries use this same math to lock in cheap fuel prices. What we need to remember (also great for interviews): When a company exercises a Commodity Option, it doesn't get the commodity (e.g. oil) immediately. Rather, it receives a Futures Contract. Once that contract expires, it then receives the commodity ( crude oil). So: Option --> Futures --> Commodity. The attached cheat sheet compares the two main pricing models in energy finance: 1. Black-Scholes: Used for Energy Equities (Stocks). 2. Black-76: Used for Commodities (Futures). What’s Inside Course 5.20: - Foundations: Spot Price vs. Futures Price vs. Strike Price. - The Math: Calculating "Premium" using the Black-76 Model. - The Code: Full Python implementation for pricing Call and Put options. - Valuation: Understanding Intrinsic vs. Extrinsic (Time) Value. - Mechanics: American vs. European options and Physical Settlement. - Real World: How an Option becomes a Future, and how a Future becomes Oil.
Valuation of Commodity Options - New Course
0 likes • Dec '25
@Michael Johnson energy finance needs no prerequisites , just only python and basic math. In practice. Academia is different.
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Dr. Xiu Huang
3
12points to level up
@dr-xiu-huang-7253
Electrical engineering with a focus on sustainable energy systems in the Asia region.

Active 4d ago
Joined Nov 2, 2025
INFJ
China