The last few years microfluidics stopped being a niche technology,with a user base predominantly consisting of engineers. Most of the microfluidic companies now are growing and the install base of instruments based on microfluidics is growing fast. Still, the situation is far from ideal. Designs are unnecessary complicated, there is little to no reuse of build-up expertise or developed components. Similar to the early computerindustry,amajor reason for the low popularity is the complicated character of microfluidic devices, specifically in terms of fabrication, and thusmaking theminaccessible to a larger population.[1]I n the ECSEL MFM project first steps have been made towards developingstandards for microfluidic devices. Standards for basic design features like geometrical outlines and port locations have been proposed inwhite papers[2]and where adopted by ISO in an ISO IWA process.[3]One of the complications of microfluidic products is the challenge of providing electrical connections. The average microfluidic engineer lacks electronicpackaging knowledge. Furthermore, the incompatibility of microfluidics and electronics combined with space constrains, limits the technology choices.
Comparision Lightning Protection Systems s per IEC 62305-3 and NFC 17-102(2011)/UNE21-1186 India NBC2016 / Project Building and Infra Projects /MEP ,Architect ,Electrical Consultants
We provide one of the most commonly used resistance wire for heating purposes. As you all know that nichrome wire is a non-magnetic alloy of nickel and chromium, so it is helpful in many cases when it comes to any useful appliances.
Follow India national building code(NBC2016) for electrical installation and ...Mahesh Chandra Manav
We are all aware now days getting new Regarding Fire Accident and Claiming Due to short circuit and Died and Causality one or two Days Serious Comment by Political Party later forget .
if we are all keep our irresponsible and some people personal interest pass un authorized Construction by Electrical Inspector and Fire and Safety Personal Later People Build Unauthorized Changes .
all this is not Secret known by respected agencies they only interest to Satisfy their personal need by culprit.
If we as citizen not allow and follow strictly NBC2016 for Electrical Installation.
JMV LPS LTD will support all Industries , Consultants and End User require Earthing for Equipment's Follow IS3043(2018), Grid Earthing IEEE80 , NBC2016 Lightning Protection , Exothermic Weld , Copper Clad Steel Conductors and Surge Protection for Power Data and Communication .
We have CDEGS Software , for Design Earthing , IEC62305 for Lightning and LAB for Testing 200kA 10/350 ,50kA 8/20 Surge High Voltage 550KV accerlate with NABL and according to IEC
Plz Call for Design , Presentation Mahesh Chandra Manav M-9910398999 manav@jmv.co.in
Comparision Lightning Protection Systems s per IEC 62305-3 and NFC 17-102(2011)/UNE21-1186 India NBC2016 / Project Building and Infra Projects /MEP ,Architect ,Electrical Consultants
We provide one of the most commonly used resistance wire for heating purposes. As you all know that nichrome wire is a non-magnetic alloy of nickel and chromium, so it is helpful in many cases when it comes to any useful appliances.
Follow India national building code(NBC2016) for electrical installation and ...Mahesh Chandra Manav
We are all aware now days getting new Regarding Fire Accident and Claiming Due to short circuit and Died and Causality one or two Days Serious Comment by Political Party later forget .
if we are all keep our irresponsible and some people personal interest pass un authorized Construction by Electrical Inspector and Fire and Safety Personal Later People Build Unauthorized Changes .
all this is not Secret known by respected agencies they only interest to Satisfy their personal need by culprit.
If we as citizen not allow and follow strictly NBC2016 for Electrical Installation.
JMV LPS LTD will support all Industries , Consultants and End User require Earthing for Equipment's Follow IS3043(2018), Grid Earthing IEEE80 , NBC2016 Lightning Protection , Exothermic Weld , Copper Clad Steel Conductors and Surge Protection for Power Data and Communication .
We have CDEGS Software , for Design Earthing , IEC62305 for Lightning and LAB for Testing 200kA 10/350 ,50kA 8/20 Surge High Voltage 550KV accerlate with NABL and according to IEC
Plz Call for Design , Presentation Mahesh Chandra Manav M-9910398999 manav@jmv.co.in
RAYCHEM SAUDI ARABIA LTD. (TYCO ELECTRONICS) |AKBAR TRADING EST. SAUDI ARABIA...AKBAR TRADING
te connectivity saudi arabia
TYCO TERMINATION KIT IN ALL VOLTAGE
Raychem terminations for polymeric and MIND
paper insulated cables from 7.2 kV up to 36 kV
System Designer
케이블 종단-거-瑞侃工具包电缆终端-阿克巴交易
ชุด การเลิกจ้าง
RAYCHEM SAUDI ARABIA LTD. (TYCO ELECTRONICS)
11kV-33kV Medium Voltage Heat Shrink Cable Joints & Cable Terminations
11kV and 33kV heat shrink cable joints and cable terminations for medium voltage power cables - SPS heat shrink cable joints and cable terminations are suitable for installation at indoors and outdoors in the Middle East countries, this includes salt laden and dusty atmospheres associated with the Middle East oil, gas and petrochemical industries. Cable terminations and cable joints are suitable for XLPE and paper insulated single core and three 3 core cables of 11kV and 33kV voltages, 3 phase, 50HZ type electrical systems with highest system voltages of 12kV and 36kV. Cable joints are suitable for connecting two XLPE insulated cables of same size or dissimilar sizes and for transition between XLPE and paper insulated lead covered (PILC) medium voltage cables.
What are micro interconnections?
Reliable electrical micro interconnections with long lifetime expectations?
Solder micro interconnects and common failure mechanisms
Adhesive micro interconnect and common failure mechanisms
How to achieve durability in a micro interconnect
Conclusion
Megger designs and manufactures portable electric test equipment. Megger products help install, improve efficiency, reduce cost and extend the life of electrical assets. The Megger brand is so well known these days that some maintenance professionals incorrectly use it as a verb when they refer to doing an insulation test.
Metro Rail Project ,Bullet Train Project Electrical ,Traction Power,BMS, Signal and Telecom,Station Building Upper and Under Ground ,EPC Companies,Electrical Contractor,Consultants
Elektro Tipp - Array junction boxes: A strong requirement of the IEC standard for protection against electric shock in PV plants.
To know more details click here: http://hensel.in
Safety issues of fiber optic cable installationFern Xu
Nowadays, fiber optic cables have great use in many applications, and are sure to see even more growth in future. Now question occurs. Since more and more fibers are deployed in fiber optic systems, how to ensure the safety in fiber optic cable installation? This article is gonna to have detailed description about safety issues in installing fiber optic cable.
RAYCHEM SAUDI ARABIA LTD. (TYCO ELECTRONICS) |AKBAR TRADING EST. SAUDI ARABIA...AKBAR TRADING
te connectivity saudi arabia
TYCO TERMINATION KIT IN ALL VOLTAGE
Raychem terminations for polymeric and MIND
paper insulated cables from 7.2 kV up to 36 kV
System Designer
케이블 종단-거-瑞侃工具包电缆终端-阿克巴交易
ชุด การเลิกจ้าง
RAYCHEM SAUDI ARABIA LTD. (TYCO ELECTRONICS)
11kV-33kV Medium Voltage Heat Shrink Cable Joints & Cable Terminations
11kV and 33kV heat shrink cable joints and cable terminations for medium voltage power cables - SPS heat shrink cable joints and cable terminations are suitable for installation at indoors and outdoors in the Middle East countries, this includes salt laden and dusty atmospheres associated with the Middle East oil, gas and petrochemical industries. Cable terminations and cable joints are suitable for XLPE and paper insulated single core and three 3 core cables of 11kV and 33kV voltages, 3 phase, 50HZ type electrical systems with highest system voltages of 12kV and 36kV. Cable joints are suitable for connecting two XLPE insulated cables of same size or dissimilar sizes and for transition between XLPE and paper insulated lead covered (PILC) medium voltage cables.
What are micro interconnections?
Reliable electrical micro interconnections with long lifetime expectations?
Solder micro interconnects and common failure mechanisms
Adhesive micro interconnect and common failure mechanisms
How to achieve durability in a micro interconnect
Conclusion
Megger designs and manufactures portable electric test equipment. Megger products help install, improve efficiency, reduce cost and extend the life of electrical assets. The Megger brand is so well known these days that some maintenance professionals incorrectly use it as a verb when they refer to doing an insulation test.
Metro Rail Project ,Bullet Train Project Electrical ,Traction Power,BMS, Signal and Telecom,Station Building Upper and Under Ground ,EPC Companies,Electrical Contractor,Consultants
Elektro Tipp - Array junction boxes: A strong requirement of the IEC standard for protection against electric shock in PV plants.
To know more details click here: http://hensel.in
Safety issues of fiber optic cable installationFern Xu
Nowadays, fiber optic cables have great use in many applications, and are sure to see even more growth in future. Now question occurs. Since more and more fibers are deployed in fiber optic systems, how to ensure the safety in fiber optic cable installation? This article is gonna to have detailed description about safety issues in installing fiber optic cable.
The ever-increasing use of high frequency switching devices in industrial automation can result in high frequency currents circulating in an equipotential bonding network that was not designed for this purpose. The absence of a proven low-impedance bonding network can result in these currents taking alternative, and often undesirable routes. Occasionally these will be the shields of industrial network cables such as PROFIBUS and PROFINET that in turn can lead to intermittent communications problems. This presentation will discuss the issues in more detail and will explain the relevance of the recently released PI guidelines “Functional Bonding and Shielding for PROFIBUS and PROFINET”.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
The recommendation for the grounding of the screens of PROFIBUS and PROFINET cables, in line with similar technologies, can lead to the screens unintentionally becoming part of the equipotential bonding network of the site. This short presentation will discuss the issues and how a new guideline that will shortly be released by PI addresses the problems.
WIMES & Lightning Protection. Overview and application of Water Industry standards and lightning Protection involving PROFIBUS - David Bray, United Utilities
It has been a busy time since the last issue of Connect UK. Most recently, we were in attendance at the IAC Open Day, at their offices in Newport. Find out more...
Medium Voltage Terminations- up to 42kV.| AKBAR TRADING EST.| mail@akbartradi...AKBAR TRADING
Cold Applied:
• TFTI-TFTO:
Single Core Polymeric Cable Termination - Pre Expanded on Holdout - up to 42kV
• TFTI-TFTO:
Single Core Polymeric Cable Termination - Push On - up to 42kV
Heat Shrinkable:
• IXSU/OXSU:
Uniterm - Terminations for Polymeric Cables - up to
42kV
Uniterm - Terminations for Polymeric Cables - up to
42kV - Selection Guide
• IXSU/OXSU - EPKT Quick Reference Guide
Heat Shrinkable Elbows:
• EPKT:
Heat Shrinkable Termination System for cables up to 36kV
Heat Shrinkable Termination Selection Guide
• RSRB:
Inline Bushing Boots
• RSRB:
Right Angle Bushing Boots
Inline & Right Angle Bushing Boot Selection Guide
Push On Elbows:
• RCAB:
Elastomeric Flexible Bushing Boot - up to 17.5kV ONLY
• RCAB:
Inline Cold Applied Boot - up to 24kV ONLY
• RICS:
Insulated Elbow Adaptors - up to 24kV
Insulated Elbow Adaptors - up to 24kV - Selection Guide
• RSES/RSSS:
Insulated Screened Elbows - 250A - up to 24kV
• RSTI:
Insulated Screened Elbows - 630A - up to 24kV
• RSTI:
Insulated Screened Elbows - 630A - up to 36kV
• RSTI:
Insulated Screened Elbow - Piggyback Coupling System - up to 36kV
GURO MV:
NEW
GUROFLEX Medium Voltage - Cold pour Insulating Compound
Section 4:
Energy Division
http://energy.tycoelectronics.com
A CMUT Microphone Fabricated Using a CMOS ProcessNanofone
A CMUT Microphone Fabricated Using a CMOS Process presentation made at MUT 2019 workshop, in Grenoble, France. This work covers the implementation of the design method of high SNR MCM microphone, simulation of the design, Low-noise amplifier design and also the proof-of-concept fabrication and verification.
Similar to 2017 Electrical interconnects in miro fluidics (20)
For the WATIFY seminar 20 april 2018 I presented this first builfd of a Digital Twin for a 3D Printer.
Advanced manufacturing is the use of innovative technology to improve products or processes. An important innovative technology is additive manufacturing or 3D printing. In this webinar some practical examples are given how digitization is used to improve 3D printing: 1) e-supply chain tools for additive manufacturing, 2) automated root cause analyses of printing defects, 3) use of deep learning towards Zero Defects.
This presentaion is a short introduction into the fascinating subject of biocompatible packaging of MEMS / micro systems. I gave this presentation for a technology cluster of Dutch micro systems companies
Reliability in the Age of Big Data
Big data features not only large volumes of data but also data with complicated structures. Complexity imposes unique challenges in big data analytics. The issue at hand is how to link typical new data elements of big data as covariates to traditional reliability responses such as time to failure, time to recurrence of events, and degradation measurements. New methods like deep learning, text mining and multivariate degradation models are currently explored to use big data for reliability applications. These new methods can be the basis for new reliability propositions like use based insurance. Basis for this presentation is a paper by William Meeker and coworkers, were new reliability methods for using Big Data are introduced. At TNO we are currently working on Digital Twins for Smart Manufacturing, a topic closely related to use of big data for reliability in industrial environments
2016 Bayesian networks to analyse led reliability Jan Eite Bullema
Reliability is a discipline that continues to increase in importance as systems become more complex, support costs increase. Use of Bayesian Networks make it possible to do root cause analysis. The Bayesian Network is build from FMEA.
2017 3D Printing: stop prototyping, start producing! Jan Eite Bullema
3D Printing: stop prototyping, start producing!
Jan Eite Bullema, Senior Scientist, TNO
3D printing is transforming from a prototyping technology into a manufacturing technology. Two important roadblocks in this transformation are (1) the difficulty of designing products suitable for 3D printing and (2) production costs. In my presentation I will show how the issue of product design for 3D printing is addressed using big data and machine learning. To lower production costs faster 3D printing technologies have been developed. In the presentation I will show examples of innovative equipment that TNO has developed to increase the production speed of 3D printing.
These are the slides I made for the Micro Systems and Nano technology course that I gave for Mikro centrum for some years, a little old but not outdated i think. Already the current converge of hardware technology, software technology and biology becomes visible.
Accelerated Life Testing (ALT) is a lifetime prediction methodology commonly used by the industry in the past decades. This method , however, is reaching its limitations with the development of products within emerging technologies requiring long-term reliability. At TNO we work on technology development with long expected lifetimes , e.g. solar cells and LED lighting.
New methodologies are required to predict long term reliability for these type of products. Methods to predict long term reliability by extending ALT methods, like HALT (Highly Accelerated Life Testing) and MEOST (Multiple Environmental Stress Testing) will be discussed in the presentation.
A problem in application of these methods is definition of adequate stress profiles. It is our experience that to gain benefit from accelerated testing, insight in the Physic of Failure of a product is essential.
Deep Learning with H2O and R
In my previous TNO4U talk I gave an introduction about how I addressed the classification problem for autonomous driving using fuzzy logic based insights. I also gave a very concise introduction on deep learning. In this talk I want to go more into the details of deep learning - what is it - and why people think it is so important. Due to the duration of the talk I will not go through the complete history of Artificial Intelligence from the perceptron, via the Hopfield net, towards modern Restricted Bolzmann Machines and Convoluted Neural Networks. Nor get philosophical and do a Gödel, Escher, Bach exposé.
I will just give some basic theoretical considerations and demonstrate how one easy it is to get results with deep learning using – open source- tools like R and H2O. You can install these for free on any computer, Windows, Linux or Mac. R is of course the computer language of choice for data science, H2O is an easy to use interface between R and Big Data (like Spark).
During the talk we will do some small workshop style examples. Handwriting recognition with a Restricted Bolzmann Machine, analyze heartbeats with machine learning and do a little predictive modelling on an industrial process.
Are this the heartbeats of a healthy person? Let’s ask our algorithm (The computer has seen more heartbeats than any living doctor)
This presentation is an introduction into Multiple Over Stress Testing. A method to design robust and reliable products. It is a relaibility method that requires much insight in the Physics of Failure of the product in development
This painting is a painting by Matisse. It is a painting called: “The fall of Icarus” I use this painting for this colloquium lecture, because twenty years ago, there was a German company called Fuzzytech that had this Matisse painting as their poster. Also whit the text precision is not truth. I have had this poster of Fuzzytech for more than ten years over my desk at home. Because I liked this basic concept of Fuzzy Logic very much: Precision is not truth. Twenty years ago I gave a Fuzzy Logic course for CTT and Fontys, because I had made several Fuzzy Control algorithms and had become a national expert in Fuzzy Logic. Eventually the Fuzzy Logic hype dwindled down and I proceeded concentrating on other advanced process control methods A few months ago I encounter in the Crystal project a classification problem, for safety evaluation of autonomous driving, that could be solved using Fuzzy Logic. So I read about the latest developments and saw that there have been interesting developments in this field. New set theory and potential coupling of Fuzzy Logic with Big Data analytics.
I decided to give this colloquium, based upon my old three day Fuzzy Logic course. So I start with a concise introduction, give an example of an application. And then jump into the developments in soft computing and deep learning, which is a broader than fuzzy logic. The precision is not truth part of the lecture is an outline of my current work for safety classification of collaborative driving.
2015 3D Printing for microfluidics manufacturingJan Eite Bullema
3D Printing / Additive Manufacturing appears to be an attractive technology to realize fluidic devices. By many still mainly seen as technology for development purposes, as 3D printing makes it relative easy to make small series with design iterations (e.g. different inlet apertures, different channel length, mixer size). In fact 3D printing evolves rapidly as a manufacturing technology. This is especially true for fluidic devices that have a more complex design – like many organ-on-chip devices. Recent developments in 3D printing have made 3D printing more attractive as a manufacturing technology. Dolomite has introduced the Fluidic Factory 3D printer for fast prototyping. The Continuous Liquid Interface Process (CLIP) announced by Carbon in the beginning of 2015, makes VAT polymerization 100 timed faster. Carbon has demonstrated (and patented) production of microfluidic products. At TNO we have developed production equipment that enable low cost production of integrated microfluidics with 3D printing.
With 3D printing technology it becomes possible to manufacture functional 3D fluidic structures, e.g. serpentine mixers, Brownian ratchets, Tesla valves. 3D printing makes it also possible to easily integrate fluidic functionalities, like mixing, valving, metering in one device. Which leads to a reduction of integral device costs. It is expected that especially for complex integrated lab-on-a-chip / organ-on-a-chip devices, 3D printing will become the production technology of choice.
33D Printing Organ on a Chip, Jan Eite Bullema, TNO Industrial Science
The goal of this so-called deep dive exploration is to identify business potential of biomimetic microfluidic systems (organ-on-a-chip).
One of the most attractive applications of organ-on-a-chip at the moment appears to be mimicking human’s physiological responses for medicine development.
Efficacy of medicine is a big challenge for the pharmaceutical industry. Depending on the illness specific drugs can have an efficacy of less than 30 %.
Drug efficacy is one of the topics addressed by the Netherlands by an "Over de grenzen" KNAW program.
In the presentation I will focus on recent -3D Printing developments- in the field of organ / organ-on-a-chip printing. Just to give an impression of the awesome, fantastic, amazing, wow - no - WOW!!- developments. Since a few years organs are printed in the lab, and I will start with some examples of printed organs bones, kidneys, blood vesels, livers, ears, that can be made at the moment. Then I will dive deeper into organ-on-a-chip, a true micro sysmtems topic - my area of expertise here- , and explain a little on what organs-on-chip are. Subsequent I will go into various technologies for 3D printing of cell and bio materials. And I will finish with some ideas on organ printing that are trully amazing, most impressive are Craig Venter's .
2014 2D and 3D printing to realize innovative electronic productsJan Eite Bullema
Most people active in electronics industry are not yet aware that 3D printing can become a game changer. Currently printing and dispensing is done on a limited scale in the electronics industry. For instance: (a) printing of conformal coatings, (b) glob topping of bare dies, (c) dam and fill as packaging technology, (d) dispensing underfill materials, (e) dispensing of conductive adhesives, even dispensing of 3D electrical interconnects.
There are three reasons, why printable electronics is gaining considerable attention. The first is that the printing process can be applied to many different kinds of substrates, and also three-dimensional printing is possible. This enables the changing of the whole system of producing electronic devices, including the design and manufacturing phases, material selection, and device structure and architecture. Second, printed electronics offers better economics to electronics manufacturing. Traditional electronics is cheap only on the mass production scale, in contrast to printing, and especially inkjet printing, which offers flexible and cheap production for tailored small-volume products. Third, printing offers new business models. E.g. Inkjet technology enables also ‘‘desktop manufacturing’’, which applies to small-scale micro factories with small fixed costs.
2016 How to make big data productive in semicon manufacturingJan Eite Bullema
PMML, Predictive Model Markup Language, Prognositcs, Use of Big Data in Manufacturing, Basic Architecture, Holonics, Agent Based Control, Advanced Process Control
Reliability is a discipline that continues to increase in importance as systems become more complex, support costs increase, and defense budgets decrease.
Reliability has been a recognized performance factor for at least 50 years.
During World War II, the V-1 missile team, led by Dr. Wernher von Braun, developed what was probably the first reliability model. The model was based on a theory advanced by Eric Pieruschka that if the probability of survival of an element is 1/x, then the probability that a set of n identical elements will survive is (1/x)n . The formula derived from this theory is sometimes called Lusser’s law (Robert Lusser is considered a pioneer of reliability) but is more frequently known as the formula for the reliability of a series system: Rs = R1 x R2 x . . x Rn.
This pdf is about the Schizophrenia.
For more details visit on YouTube; @SELF-EXPLANATORY;
https://www.youtube.com/channel/UCAiarMZDNhe1A3Rnpr_WkzA/videos
Thanks...!
Earliest Galaxies in the JADES Origins Field: Luminosity Function and Cosmic ...Sérgio Sacani
We characterize the earliest galaxy population in the JADES Origins Field (JOF), the deepest
imaging field observed with JWST. We make use of the ancillary Hubble optical images (5 filters
spanning 0.4−0.9µm) and novel JWST images with 14 filters spanning 0.8−5µm, including 7 mediumband filters, and reaching total exposure times of up to 46 hours per filter. We combine all our data
at > 2.3µm to construct an ultradeep image, reaching as deep as ≈ 31.4 AB mag in the stack and
30.3-31.0 AB mag (5σ, r = 0.1” circular aperture) in individual filters. We measure photometric
redshifts and use robust selection criteria to identify a sample of eight galaxy candidates at redshifts
z = 11.5 − 15. These objects show compact half-light radii of R1/2 ∼ 50 − 200pc, stellar masses of
M⋆ ∼ 107−108M⊙, and star-formation rates of SFR ∼ 0.1−1 M⊙ yr−1
. Our search finds no candidates
at 15 < z < 20, placing upper limits at these redshifts. We develop a forward modeling approach to
infer the properties of the evolving luminosity function without binning in redshift or luminosity that
marginalizes over the photometric redshift uncertainty of our candidate galaxies and incorporates the
impact of non-detections. We find a z = 12 luminosity function in good agreement with prior results,
and that the luminosity function normalization and UV luminosity density decline by a factor of ∼ 2.5
from z = 12 to z = 14. We discuss the possible implications of our results in the context of theoretical
models for evolution of the dark matter halo mass function.
A brief information about the SCOP protein database used in bioinformatics.
The Structural Classification of Proteins (SCOP) database is a comprehensive and authoritative resource for the structural and evolutionary relationships of proteins. It provides a detailed and curated classification of protein structures, grouping them into families, superfamilies, and folds based on their structural and sequence similarities.
The increased availability of biomedical data, particularly in the public domain, offers the opportunity to better understand human health and to develop effective therapeutics for a wide range of unmet medical needs. However, data scientists remain stymied by the fact that data remain hard to find and to productively reuse because data and their metadata i) are wholly inaccessible, ii) are in non-standard or incompatible representations, iii) do not conform to community standards, and iv) have unclear or highly restricted terms and conditions that preclude legitimate reuse. These limitations require a rethink on data can be made machine and AI-ready - the key motivation behind the FAIR Guiding Principles. Concurrently, while recent efforts have explored the use of deep learning to fuse disparate data into predictive models for a wide range of biomedical applications, these models often fail even when the correct answer is already known, and fail to explain individual predictions in terms that data scientists can appreciate. These limitations suggest that new methods to produce practical artificial intelligence are still needed.
In this talk, I will discuss our work in (1) building an integrative knowledge infrastructure to prepare FAIR and "AI-ready" data and services along with (2) neurosymbolic AI methods to improve the quality of predictions and to generate plausible explanations. Attention is given to standards, platforms, and methods to wrangle knowledge into simple, but effective semantic and latent representations, and to make these available into standards-compliant and discoverable interfaces that can be used in model building, validation, and explanation. Our work, and those of others in the field, creates a baseline for building trustworthy and easy to deploy AI models in biomedicine.
Bio
Dr. Michel Dumontier is the Distinguished Professor of Data Science at Maastricht University, founder and executive director of the Institute of Data Science, and co-founder of the FAIR (Findable, Accessible, Interoperable and Reusable) data principles. His research explores socio-technological approaches for responsible discovery science, which includes collaborative multi-modal knowledge graphs, privacy-preserving distributed data mining, and AI methods for drug discovery and personalized medicine. His work is supported through the Dutch National Research Agenda, the Netherlands Organisation for Scientific Research, Horizon Europe, the European Open Science Cloud, the US National Institutes of Health, and a Marie-Curie Innovative Training Network. He is the editor-in-chief for the journal Data Science and is internationally recognized for his contributions in bioinformatics, biomedical informatics, and semantic technologies including ontologies and linked data.
2. MFM Approach:
How do standards emerge
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 2
Problems
Surveys
Literature
Demonstrators
Technical Feasibility
Validation
Industry Practices
Standard
MFM Partners
Advisory Board
Technical Committees
Standardization Body
3. Packaging in Electronics
Packaging in electronics
• electrical power distribution,
• electrical signal distribution,
• heat dissipation / thermal management,
• physical protection,
• manufacturability / automatic processing.
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 3
6. Guidelines Electrical Interconnections
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 6
In the figure, the microbioreactor and the integrated fluidic interconnections belong
to the first level of packaging, the heating and cooling system, the optical plugs and
the demountable reaction chamber belong to the third level of packaging.
Perozziello G., Packaging of Microfluidic systems: A microfluidic Motherboard Integrating
Fluidic and Optical Interconnections, Ph. D thesis, DTU 2006
7. Examples Electrical Interconnections
in fluidic devices and products
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 7
Philips Minicare
Biocartis Instrument and Cartridge
8. Examples Electrical Interconnections
in fluidic devices and products
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 8
Biosurfit
Genalysis™ system
Imec Fluidic circuit on PCB
Matas
9. Examples Electrical Interconnections
in fluidic devices and products
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 9
Liquid metal in micro channels
Use of Fields metal (low temperature melting solder)
10. Examples Electrical Interconnections
in fluidic devices and products
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 10
Insilixa
Sensiron
Edge connector
11. Examples Electrical Interconnections
in fluidic devices and products
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 11
Qmicro: fluidic flip chip
Sensiron
Conductive tracks on foil
Generic solution: chip on channel
12. Examples Electrical Interconnections
in fluidic devices and products
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 12
MFM: electrical interconnect clamp
(box head type)
Dolomite
UT flow sensor with mini PCB
13. Examples Electrical Interconnections
in fluidic devices and products
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 13
TNO: Integrated electronics
14. Comparison Electrical & Fluidic
Levels of Interconnect
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 14
Electrical Devices Fluidic devices
First level, e.g. chip Solder, conductive
adhesive, wire bond
First level
microfluidic building
block
Gasket, O-ring
Second level, e.g.
printed circuit board
Solder, connector Second level, e.g.
fluidic circuit board
Ferrule, tube,
connector
Third level, e.g.
cabinet
connector Third level, e.g.
instrument
Ferrule, tube,
connector
15. Considerations for Fluidic /
Electrical Interconnections
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 15
16. Considerations for Fluidic /
Electrical Interconnections
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 16
18. Technology Choice Considerations
• Power consumption
• Signal integrity: measured signals are weak amplification in
the disposable will give rise to additional cost.
• Cost
• Manufacturability: not all technologies have the same level
of matureness
• Process temperature: often the disposable contains
biomaterial and even temperatures that the electronic
industry regards as low, are too high for such materials.
• Is the connection meant to be permanent or temporary
• Is the connection also used to create a hermetic seal
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 18
19. interconnect technologies to be used
in microfluidic disposables
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 19
20. Conclusions: Guidelines for Electrical
Interconnections in Micro Fluidics
10/10/2017 Jan Eite Bullema - MF Manufacturing - Confidential 20
the current state of maturity and the large diversity in applications or technology
choices, only some high level guidelines are given
• The primary rule appears to be to avoid electrical
interconnections in a fluidic device, if possible the electrical
functions should be provided by an external instrument
• If one has to include electrical interconnections in a disposable,
solutions with springs or connectors are preferred
• It is recommended to group all electrical interconnects to a
dedicated interconnection area.
The last few years microfluidics stopped being a niche technology, with a user base predominantly consisting of engineers. Most of the microfluidic companies now are growing and the install base of instruments based on microfluidics is growing fast. Still, the situation is far from ideal. Designs are unnecessary complicated, there is little to no reuse of build-up expertise or developed components. Similar to the early computer industry, a major reason for the low popularity is the complicated character of microfluidic devices, specifically in terms of fabrication, and thus making them inaccessible to a larger population. [1]
In the ECSEL MFM project first steps have been made towards developing standards for microfluidic devices. Standards for basic design features like geometrical outlines and port locations have been proposed in white papers [2] and where adopted by ISO in an ISO IWA process. [3]
One of the complications of microfluidic products is the challenge of providing electrical connections. The average microfluidic engineer lacks electronic knowledge. Furthermore, the incompatibility of microfluidics and electronics combined with space constrains, limits the technology choices.