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Beyond the Scope of Expertise

18. August 2020
Beyond the Scope of Expertise
Foundry experts are linking casting defects to their probable root causes by using years of experience. However, even the eyes of an expert cannot see details that MAGMASOFT ® simulation can display virtually.
PT. Akebono Brake Astra Indonesia is one of the foundries who implemented the methodology of MAGMASOFT ® autonomous engineering to support their experts and reduce uncertainty. The company manufactures master cylinders in the gravity casting process using two different gating systems. In the production of one single part, three major casting defects showed up: Impurities on the surface, cold shuts and porosity (Fig. 1). Two of these three problems were even intensified, depending which gating system was used. The experts at Akebono had to find solutions for the defects to fight growing reject rates. ....

Brake Astra Indonesia , Metal Casting , Pt Akebono Brake Astra Indonesia , பிரேக் அஸ்ட்ரா இந்தோனேசியா , உலோகம் வார்ப்பு ,

Companies pair up to offer simulated ALKS tests

Five and Cognata will collaborate to offer a modular, cloud-based, end-to-end development and testing platform for automatic lane keeping systems (ALKS).
The two companies said their integrated technology would enable engineer to hyper-scale the simulation of testing and development scenarios and speed up performance analysis of ALKS automated driving systems (ADS) operating within them.
The co-simulation model will offer:
Fast in-the-loop analysis, allowing developers to quickly explore systems and find ADS weaknesses
A powerful test oracle measuring ADS performance within a rich, high-fidelity simulation environment, making system failures and marginalities easy to find, triage and analyse
Improved scenario detection, ensuring that time and effort is spent only on solving genuine new issues ....

United Kingdom , ஒன்றுபட்டது கிஂக்டம் ,

Bushfire recovery from air

Date Time
Bushfire recovery from air
Grass trees are some of the first plants to regrow after a bushfire. Wikimedia, CC BY
Two days before Christmas 2019, a fire reached a heritage-protected bush property in the Adelaide Hills, destroying a neighbour’s house. For the next two weeks residents were on constant alert to keep the fire in check, recalls an article in The Conversation.
Flinders University Professor Jorg Hacker, Chief Scientist at South Australia-based Airborne Research Australia (ARA), started conducting aerial research a few weeks later. He says:
I flew over fire-affected areas in the Adelaide Hills and had my first aerial view of the devastation. Fighting fires around my home, and what I saw on this flight, convinced me to get involved with helping recovery in the aftermath of the fires. ....

Cudlee Creek , South Australia , Kangaroo Island , Flinders University , Scientist At South Airborne Research Australia , Scientist At Airborne Research Australia , Hackett Foundation , Courtesy Airborne Research Australia , Flinders University Professor Jorg Hacker , Adelaide Hills , University Professor Jorg Hacker , Chief Scientist , South Australia Based Airborne Research , Airborne Research Australia , Cudlee Creek Fire , Flat Fire , Michael Hacker , Creative Commons , Bush Fires , கூலி க்ரீக் , தெற்கு ஆஸ்திரேலியா , கங்காரு தீவு , ஃப்லிஂடர்‌ஸ் பல்கலைக்கழகம் , விஞ்ஞானி இல் தெற்கு வான்வழி ஆராய்ச்சி ஆஸ்திரேலியா , விஞ்ஞானி இல் வான்வழி ஆராய்ச்சி ஆஸ்திரேலியா , ஹேக்கெட் அடித்தளம் ,

Climate change projected to double the number of people facing extreme drought

01/11/2021 - If current rates of global warming continue, up to 8 percent of the world s population – twice as many people as today – could be threatened by extreme droughts by the end of the 21st century. This is the key finding of a comprehensive study by an international team of scientists, including Jacob Schewe, Anne Gädecke, and Dieter Gerten from the Potsdam Institute for Climate Impact Research (PIK). Without effective climate change mitigation and resource maintenance, the authors argue, global water shortages could have disastrous ramifications.
Dry lake in Ougadougou, Burkina Faso (photo: Yoda Adaman/Unsplash)
“If we continue to destabilize our climate, the amount of freshwater accumulated in snow, ice, rivers, lakes as well as reservoirs, wetlands, soil and groundwater, will reduce dramatically – particularly in regions like the Mediterranean, South America, or eastern North America” explains co-author Jacob Schewe, lea ....

United States , Jacob Schewe , Yadu Pokhrel , Michigan State University College Of Engineering , South America , Nature Climate Change , Michigan State University , Climate Change , Earth Sciences , Environmental Engineering , Food Security , Effects Of Climate Change , Natural Environment , Potsdam Institute For Climate Impact Research , ஒன்றுபட்டது மாநிலங்களில் , யாது போக்றேல் , மிச்சிகன் நிலை பல்கலைக்கழகம் கல்லூரி ஆஃப் பொறியியல் , தெற்கு அமெரிக்கா , இயற்கை காலநிலை மாற்றம் , மிச்சிகன் நிலை பல்கலைக்கழகம் , காலநிலை மாற்றம் , பூமி அறிவியல் , சுற்றுச்சூழல் பொறியியல் , உணவு பாதுகாப்பு , விளைவுகள் ஆஃப் காலநிலை மாற்றம் , இயற்கை சூழல் ,

Perspectives on ROI for successful adoption of data-driven process control by foundries

17. August 2020
Focus on improved casting outcomes using green sand analytics
Author: Deepak Chowdhary – Inventor of SANDMAN data analytics SaaS software for green sand molding and digitalization in foundries.
Data Science is precisely what the name suggests: it is the science of mathematically modeling data and using the logic and computational flow of algorithms to predict outcomes and recommend the most optimal solutions to achieve them in the process to which applied.
In Machine Learning (ML), the historical and real-time data that is determined for modeling is processed and analyzed to derive an optimal solution. Typically, the data source applied is a human decision. ML cannot decide which data is relevant or access data on its own decision to target the desired outcome. Therefore, the accuracy of data modeling has its own perceptional limitation in data-driven decision making. ....

Deepak Chowdhary , Machine Learning , Frequent Reactive Responses , Metal Casting , Process Control , Foundry Analytics , Mpm Infosoft , தீபக் சவுத்ரி , இயந்திரம் கற்றல் , அடிக்கடி ரியாக்டிவ் பதில்கள் , உலோகம் வார்ப்பு , ப்ரோஸெஸ் கட்டுப்பாடு , ஃபவுண்டரி பகுப்பாய்வு , ம்பீயெம் இனிபோசோப்ட் ,