One explanation for America’s low fertility rate is that some private women’s colleges place relatively little institutional emphasis on social environments that encourage long-term relationships leading to marriage and family formation.
Advocates of this view argue that these colleges often prioritize academic achievement, leadership development, professional careers, and personal independence over traditional courtship opportunities. They contend that limited interaction with male students, fewer campus traditions centered on mixed-gender social life, and cultural norms that delay marriage may reduce the likelihood of graduates forming families during their twenties. According to this perspective, colleges could contribute more to demographic renewal by fostering healthy, voluntary opportunities for students to meet compatible partners while respecting individual choice.
Critics, however, argue that fertility trends are shaped far more by broader economic conditions, housing costs, career pressures, cultural change, and personal preferences than by the educational environment of women’s colleges alone.
Today during our usual hour we sweep through standards action in building glazing, entrances and means of egress. The word fenestration (Latin: fenestra) has become a term of art for the design, construction, and placement of openings in a building, including windows, doors, skylights, and other glazed elements. While the word has sparse use in the International Code Council and National Fire Protection Association catalog it is widely used by the Construction Specifications Institute in its MasterFormat system for organizing construction standards, guidelines and building contracts.
The percentage of a building envelope “skin” that is comprised of doors and windows varies depending on the specific building design, function, and location. However, a commonly cited range is between 15% to 25% of the total building envelope. The actual percentage will depend on several factors such as the building’s purpose, orientation, local climate, and energy performance goals. Buildings that require more natural light or ventilation, such as schools, hospitals, and offices, may have a higher percentage of windows and doors in their envelope. In contrast, buildings with lower lighting and ventilation requirements, such as warehouses, may have a smaller percentage of windows and doors.
Fenestration presents elevated risk to facility managers. The education facility industry is a large target and a pattern of settling out of court. For example:
In 2013, a former student at Yale University sued the school over a broken window in her dorm room. The student alleged that the university was negligent in failing to repair the window, which allowed a burglar to enter her room and sexually assault her. The case was settled out of court in 2015 for an undisclosed amount.
In 2019, a student at the University of California, Los Angeles sued the school over a broken window in her apartment. The student alleged that the university was negligent in failing to repair the window, which allowed a swarm of bees to enter her apartment and sting her. The case was settled out of court for $4.5 million.
In 2020, a group of students at Harvard University sued the school over its decision to require them to move out of their dorms due to the COVID-19 pandemic. The students alleged that the university breached its contract with them by failing to provide suitable alternative housing, including functioning windows and doors. (The case is ongoing; best we can tell as of the date of this post).
These cases illustrate that colleges and universities can face legal action related to doors and windows, either due to alleged negligence in maintaining or repairing them, or due to issues related to student housing and accommodations.
Our inquiry breaks down into two modules at the moment:
Note 40 school-related entrance and egress concepts (Search term: “School”)
Doors have long since been a simple “opening” or “fenestration”. Doors are “portals”; nodes on the geometry of the Internet of Small Things. There are 100’s of thousands of these nodes on any single college, university or school district. First costs run from $1000 per door in a classroom to $100,000 per door in hospitals with maintenance and operation costs commensurate with complexity of the hardware and software needed to maintain integration of the door with building security and energy systems.
We find the bulk of best practice identified in the catalogs of the following accredited standards developers for the United States construction markets:
The US federal government and all 50-states adapt safety and sustainability concepts from the foregoing publishers; either partially or whole cloth.
Today at the usual hour we examine the moment in the standard of care for doors in education communities in the United States. Join the colloquium with the login credentials at the upper right of our home page.
Standards Michigan Office Ann Arbor Michigan | 2723 South State Street Suite 150
It’s all about those little details, folks! How cool is this hand-finished brass hinge??! It’s one of our favorites.
You can find at House of Antique Hardware in their antique-by-hand finish. You can thank us later 🙂 pic.twitter.com/7C0kxGe31N
We are in the 2024–2026 ICC code development cycle, which is producing the 2027 editions of the International Codes. The 2024 IBC is the current published edition (released in 2023/early 2024). Chapter 15 (Roof Assemblies and Rooftop Structures) in the 2024 edition includes updates on topics like roof drainage, underlayment, wind resistance, occupiable rooftops, and aggregate-surfaced roofs.
We are curating this post — which appears every day — thus its spareness. Much of the content — dating back five years — will be archived. We will roll out updates over the next few weeks.
Standards exist to sustain the ordinary rhythms of civilization. Behind every meal, classroom, laboratory, concert, hospital, farm, playing field and family home stands a network of standards that quietly enables daily life. Our work is to understand, improve and explain those standards in service to the educational settlements they support. ANSI Standards Action
Standards help make the world’s biggest sporting event safer and more competitive. For a brief history of #football to modern safety standards like ASTM’s performance specification for #soccer goals or standards for turf testing, read “Kicking Safety Up a Notch at the World Cup.”…
— National Institute of Standards and Technology (@NIST) July 9, 2026
ANSI ADA 1119-2025 covers a system for coding tooth developmental stages, improving clarity, consistency & interoperability in dental data. From pediatric #Dentistry, #Orthodontics, and forensic use, this standard improves data quality. @AmerDentalAssnhttps://t.co/ckytZLBprh
— National Institute of Standards and Technology (@NIST) June 12, 2026
You can view a list of all draft @NIST cybersecurity and privacy publications that are open for public comment on the Computer Security Resource Center. Your thoughtful reviews and comments are greatly appreciated and help us improve our publications. https://t.co/uOC96rxHpHpic.twitter.com/3iJoKqshN6
A NIST researcher has a goal—create a viable alternative to mammograms that is pain-free, highly accurate, and can save even more lives than mammograms do. It’s possible within our lifetimes.
ANSI invites high school and college students to explore the impact of #Standards on society through the 2025–2026 Student Paper Competition. Students are encouraged to research and write about how standards shape industries, innovation, safety, and daily life.
Young professionals (including students!): make sure to sign up for the @YPC social during AIM. It will be a great time to meet other like-minded professionals in the industry. https://t.co/VIIPLLI1LEpic.twitter.com/weAjRSGJGO
Cold #beer. Hot coffee. Spicy food. Learn how sensory scientists evaluate aroma, mouthfeel, flavors, and more in the things you use and enjoy every day. Join our guest Ali Schultz @newbelgiumbeer as we discuss sensory science on ASTM’s podcast. Listen where you get your… pic.twitter.com/hOHuoRaK9O
Smart meters generate thousands of data points each year. How do utilities keep that data consistent? ANSI C12.19-2021 defines standardized data tables for utility end devices—supporting interoperability and #SmartGrid communication. @NEMAupdateshttps://t.co/xsejQGX5gT
Find all the latest ASTM standards, books, journals, technical reports, related products, and more in our interactive catalog. Use the smart navigation to find exactly what you need and order online.https://t.co/7wUF6nw0OB#ASTMpic.twitter.com/T4lr76V29Q
Based on ANSI/ASHRAE Standard 55, Thermal Environmental Conditions for Human Occupancy, this course covers the theory and principles of the standard. It is intended to bridge the gap between the design practitioner’s knowledge of the built environment and its thermal relationship… pic.twitter.com/4aCsGGUVSK
APRIL 30TH DEADLINE FOR APPLICATIONS: KATHERINE & BRYANT MATHER #SCHOLARSHIP. Available to fulltime undergraduate students completing their sophomore year of college (or later), or graduate students who are pursuing degrees especializing in cement or #concrete materials… pic.twitter.com/wQLaQqJrVj
— National Institute of Standards and Technology (@NIST) March 22, 2026
The odds of picking a perfect 64-team #MarchMadness bracket are 1 in 9.2 quintillion! Like the tournament’s history, #Basketball‘s journey is full of unforgettable moments. From peach baskets to global icons, learn how standards play a key role in the game.…
Students! It’s not too soon to start working on your applications for the Bioprocess Startup and Fountain Wars competitions! Deadline is April 15. https://t.co/lMxIVgjb54pic.twitter.com/3Mi8pcUd1x
Born in Liscannor, Ireland in 1840, submarine inventor John Phillip Holland’s designs were adopted by the U.S. Navy in 1900. Happy St. Patrick’s Day! pic.twitter.com/X4ModlH2uD
— National Institute of Standards and Technology (@NIST) March 14, 2026
Risk has always been a part of human society in general and the business world in particular. Standards to create a common language and approach to enterprise risk management aim to minimize those risks. https://t.co/R6acA2tLtx#riskmanagementpic.twitter.com/79c4FtI9mC
— ASTM Student Fans (@ASTMStudentFans) March 2, 2026
Acoustics matter more than we think—and Erik Miller-Klein wants us to listen up. In this video Erik highlights that 39% of building occupants say poor acoustics hurt their ability to work. Yet, less than 10% of U.S. projects involve acoustical designers. Erik challenges us to… pic.twitter.com/Bej3bIg7jx
Last week, the USPTO welcomed our U.K. partners to America’s Innovation Agency and participated in the U.S. – U.K. IP Working Group at the Chamber of Commerce—a bi-annual, industry-led forum hosted with the BritishAmerican Business. pic.twitter.com/dwDD3MlC6t
3.4 billion people. No plumbing. No electricity. Less than $0.05 per person per day.
That’s the scale—and the solution—behind ISO 30500, an international standard for non-sewered sanitation systems developed through global collaboration, led by ANSI and @AssociationAsn.
In honor of NIST’s 125th anniversary this year, anonymous donors commissioned a musical piece from composer @AlexCapMX to honor NIST and its contributions to science.
— National Institute of Standards and Technology (@NIST) March 4, 2026
📣 NSAI is seeking new members for our standards committees
We are establishing new technical committees on Light Gauge Steel, Mass Engineered Timber, and the National Annex for Eurocode 5 (structural fire design).
Dearest gentle reader… 💐 A bit of legal tea: “BRIDGERTON” is a federally registered trademark, protecting the name and entertainment services behind @Netflix’s hit series, so audiences know the true source of the romance, rivalry, and scandal. pic.twitter.com/xdy04zoxPu
Calling all artists! @DeptVetAffairs and the Veterans Day National Committee are now accepting submissions for the 2026 Veterans Day Poster Contest, with the winning design shared at VA facilities across the country. pic.twitter.com/nZBRqD0hkB
America’s research influence is eroding as China rapidly gains ground.
Per @Clarivate, the share of Highly Cited Researchers based in the U.S. has fallen from 53% to 37% since 2014, while China’s share rose significantly.https://t.co/4r5DWvWyQ5
At a recent USPTO Hour, America’ Branding Agency dives into how name, image, likeness (NIL) connects with branding and trademarks – on the field, off the field, and everywhere between.
Scientists have designed experiments to show that atomic clocks tick faster when moving and slower in stronger gravity. Now, a generation of precise clocks is allowing physicists to push such measurements to new extremes.
— National Institute of Standards and Technology (@NIST) February 25, 2026
This #NationalEngineersWeek, we celebrate the innovators transforming ideas into reality. We are proud to support the next generation of leaders through research funding, student scholarships, & industry innovation.
What’s your big idea?
Submit to #ASCE2027’s Call for Content – OPEN NOW through March 4, 2026 – for an opportunity to share it during the new flagship event for infrastructure professionals: https://t.co/wF0bm1HprT. pic.twitter.com/XM2OTGQHBJ
We’re throwing it back this month to our longest-selling SRM: limestone! Developed in 1910, this material was originally used by the construction industry to assess the components of its building materials. And its purpose hasn’t changed much since then. pic.twitter.com/MB5CtY4CCi
— National Institute of Standards and Technology (@NIST) February 23, 2026
From walkable skate-shoes to more comfortable fits, stronger curved blades, and balance-driven designs, patents have been sharpening ice skates for more than a century. ⛸️ pic.twitter.com/ITzdKfqanY
A person dines out ~3 times/month and orders take-out ~4.5 times/month. To assure that we can safely enjoy our meals from a commercial kitchen, NSF/ANSI 4-2025 provides #FoodProtection and #Sanitation requirements for commercial food equipment. @NSF_Intlhttps://t.co/5JkDMgWwIm
Vad är en standard? Syftet med standarder är att skapa enhetliga och transparenta rutiner som vi kan enas kring. Det ligger ju i allas intresse att höja kvaliteten, undvika missförstånd och slippa uppfinna hjulet på nytt varje gång. https://t.co/zKhgPXPdpWpic.twitter.com/oKejdKSm47
— Svenska institutet för standarder, SIS (@svenskstandard) July 15, 2019
Roses are red,
Violets are blue,
You’re like a standard reference material,
Reliable and true. pic.twitter.com/ensl7oc2iG
— National Institute of Standards and Technology (@NIST) February 14, 2026
From Lupercalia to love letters 💌 Valentine’s Day has evolved over centuries. Today, standards assure that the chocolates, cards, and flowers we exchange are safe, reliable, and responsibly produced. #ValentinesDay#ConsumerSafety❤️🌹🍫 https://t.co/r7KMB0eUPt
As fans tune in to the #WinterOlympics, a reminder that inventions like U.S. Pat. 5,784,809 improved snowboard boot flexibility and comfort, while U.S. Pat, 6,523,851 enabled touring bindings for uphill climbs and downhill runs, helping athletes shred with confidence. 🏂 pic.twitter.com/4TLDVbjvoc
Following an industry-wide job task analysis, the Healthcare Facility Design Professional (HFDP) Certification exam content outline will be updated starting March 1.
Apply by Feb. 28 to receive a 50% discount and sit for the HFDP exam March 1 – 31.
Following an industry-wide job task analysis, the Healthcare Facility Design Professional (HFDP) Certification exam content outline will be updated starting March 1.
Apply by Feb. 28 to receive a 50% discount and sit for the HFDP exam March 1 – 31.
Hut-hut-hike! 🏈 The NFL logo, Vince Lombardi Trophy design, and the terms “Super Bowl” and “Super Sunday” are all federally registered trademarks that help tell fans who’s bringing them “The Big Game.” pic.twitter.com/gJDxdqqm7J
The newly revised ANSI/ISEA Z87.1-2025 sets the benchmark for occupational and educational #Eye and #Face protection. 🥽 The 2025 edition provides clearer guidance on performance, testing, and marking, which helps organizations select the right protection for specific hazards and… pic.twitter.com/tkMa03s4bO
— National Institute of Standards and Technology (@NIST) February 6, 2026
The newly revised ANSI/ISEA Z87.1-2025 sets the benchmark for occupational and educational #Eye and #Face protection. 🥽 The 2025 edition provides clearer guidance on performance, testing, and marking, which helps organizations select the right protection for specific hazards and… pic.twitter.com/tkMa03s4bO
APPA members kept the collaborative learning going at this year’s offered courses:💡 Institute for Facilities Management, 🎒 Leadership Academy, and 💻 T3. pic.twitter.com/g8SzfMfQFH
— APPA – Leadership in Educational Facilities (@APPA_facilities) February 5, 2026
SAE Scholarships are dedicated to developing the future engineering workforce. Apply today for one (or more!) of the many scholarships we offer. Applications will be accepted all of February. Don’t delay! https://t.co/lv8eD79Ib8pic.twitter.com/M9Ge7ZLC1w
First invented by television producer Tony Verna in 1963, instant replay technology helps ensure fans see the biggest moments of the big game. Although he did not receive one for instant replay, Verna sought patents for similar inventions later in life. pic.twitter.com/hR7LwRXSI4
Last week, CEN and CENELEC took part in Open Source Week, engaging with the vibrant and diverse open source ecosystem. Our colleagues Amirifar Nooshin and Yannis Chourmouziadis participated in the Open Source Policy Summit where they had constructive discussions.#TrustStandardspic.twitter.com/MxwGDFzvZ1
ASHRAE is honored to welcome and host so many esteemed VIP guests at the Leadership Luncheon. This group truly represents ASHRAE’s continued commitment to collaboration with organizations throughout the built environment.#MyASHRAEpic.twitter.com/DCl8QIiS28
Winter storms are on the way; #Corrosion is a major concern. From bridges, and utility equipment, winter’s salty conditions can hasten #Rust & degradation. ASTM B117-26 helps evaluate materials meant to withstand harsh, corrosive environments. @ASTMIntlhttps://t.co/qAzr3TTMXR
ASHRAE announces nominees for the 2026-27 Slate of Officers and Directors. Members will vote on the nominees via electronic ballot in May, including who will serve as ASHRAE President for the 2026-27 Society year. To see the full list of nominees, visit https://t.co/lJdqfCz264.… pic.twitter.com/UJnF0nC2bY
Preservation of old standards may be useful. In converting material into an ASTM standard, form, style, terminology are areas that require particular attention. Here, we address the rationale for offering these versions of standards, steps taken to make them conform to ASTM… pic.twitter.com/ZT1LWgxqLX
I scream. You scream. We all scream for ICE CREAM CONES.🍦On this day in 1924, Carl R. Taylor patented an ice cream cone rolling machine (No. 1,481,813), automating the process of shaping flat wafers into perfectly formed cones. pic.twitter.com/adaBY2f3xV
🗣️ “AI chatbots with hallucinate around 27% of the time, so we need to ensure employees have the AI literacy required to critically consider the output AI delivers” Laura Bishop PhD, BSI AI and Cybersecurity Sector Lead#BSI#TrustInAI#AIGovernance#AIStrategpic.twitter.com/0MyIpozyiR
Great turnout at the X12 standing Meeting. Especially, given the difficult weather across the country. A wonderful spread of food, as well. Great to see everyone and certainly appreciate the participation. pic.twitter.com/XlbODYcY40
Congrats to Scott Osborn, PE, retired professor, biological and agricultural engineering, University of Arkansas, for being named an ASABE Fellow! Osborn was selected for in teaching the next generation of engineers, invention and innovation in systems. https://t.co/UFTWhIrS2ipic.twitter.com/Q95ufpymMI
The 2026 ASHRAE HVAC&R Student Paper Competition concluded on January 22nd with presentations from four finalists. The four-person judging panel selected Felix Ekuful as the winner of the 2026 competition. His research focus is on developing advanced control strategies to improve… pic.twitter.com/RDbLiLopIK
NSAI has launched the public consultation for S.R. 66:2015 +A1:202X Standard Recommendation providing guidance to wastewater treatment products in conformance with the EN 12566 series of standards.
Just about every airspeed sensor in the United States can trace its calibration back, either directly or indirectly via calibration laboratories, to a wind tunnel on NIST’s Gaithersburg, Maryland, campus.
🤝Full house for the biannual Technical Body Officers Seminar focusing on key aspects of the standardization system, this day was again a valuable opportunity to exchange experiences and best practices with peers, strengthening our collective technical leadership. #TrustStandardspic.twitter.com/K2wujDboS7
If you design or operate health care facilities, Standard 170 sets the minimum.
ANSI/ASHRAE/ASHE Standard 170 defines the minimum ventilation requirements for health care facilities and is developed in partnership with FGI and ASHE for adoption by code-enforcing agencies.
We examine the proposals for the 2028 National Electrical Safety Code; including our own. The 2026 National Electrical Code where sit on CMP-15 overseeing health care facility electrical issues should be released any day now. We have one proposal on the agenda of the International Code Council’s Group B Committee Action Hearings in Cleveland in October. Balloting on the next IEEE Gold Book on reliability should begin.
FERC Open Meetings | (Note that these ~60 minute sessions meet Sunshine Act requirements. Our interest lies one or two levels deeper into the technicals underlying the administrivia)
Department of Electrical Engineering, National Taiwan University of Science and Technology, Taipei City, Taiwan
First Draft Proposals contain most of our proposals — and most new (original) content. We will keep the transcripts linked below but will migrate them to a new page starting 2025:
N.B. We are in the process of migrating electric power system research to the Institute of Electrical and Electronics Engineers bibliographic format.
Recap of the May meetings of the Industrial & Commercial Power Systems Conference in Las Vegas. The conference ended the day before the beginning of the 3-day Memorial Day weekend in the United States so we’re pressed for time; given all that happened.
We can use our last meeting’s agenda to refresh the status of the issues.
We typically break down our discussion into the topics listed below:
Codes & Standards:
While IAS/I&CPS has directed votes on the NEC; Mike is the only I&CPS member who is actually submitting proposals and responses to codes and standards developers to the more dominant SDO’s — International Code Council, ASHRAE International, UL, ASTM International, IEC & ISO. Mike maintains his offer to train the next generation of “code writers and vote getters”
Performance-based building premises feeder design has been proposed for the better part of ten NEC revision cycles. The objective of these proposals is to reduce material, labor and energy waste owed to the branch and feeder sizing rules that are prescriptive in Articles 210-235. Our work in service and lighting branch circuit design has been largely successful. A great deal of building interior power chain involves feeders — the network upstream from branch circuit panels but down stream from building service panel.
Our history of advocating for developing this approach, inspired by the NFPA 101 Guide to Alternative Approaches to Life Safety, and recounted in recent proposals for installing performance-based electrical feeder design into the International Building Code, appears in the link below:
Access to this draft paper for presentation at any conference that will receive it — NFPA, ICC or IEEE (or even ASHRAE) will be available for review at the link below:
NFPA 110 Definitions of Public Utility v. Merchant Utility
NFPA 72 “Definition of Dormitory Suite” and related proposals
Buildings:
Renovation economics, Smart contracts in electrical construction. UMich leadership in aluminum wiring statements in the NEC should be used to reduce wiring costs.
This paper details primary considerations in estimating the life cycle of a campus medium voltage distribution grid. Some colleges and universities are selling their entire power grid to private companies. Mike has been following these transactions but cannot do it alone.
Variable Architecture Multi-Island Microgrids
District energy:
Generator stator winding failures and implications upon insurance premiums. David Shipp and Sergio Panetta. Mike suggests more coverage of retro-fit and lapsed life cycle technicals for insurance companies setting premiums.
Reliability:
Bob Arno’s leadership in updating the Gold Book.
Mike will expand the sample set in Table 10-35, page 293 from the <75 data points in the 1975 survey to >1000 data points. Bob will set up meeting with Peyton at US Army Corps of Engineers.
Reliability of merchant utility distribution systems remains pretty much a local matter. The 2023 Edition of the NESC shows modest improvement in the vocabulary of reliability concepts. For the 2028 Edition Mike submitted several proposals to at least reference IEEE titles in the distribution reliability domain. It seems odd (at least to Mike) that the NESC committees do not even reference IEEE technical literature such as Bob’s Gold Book which has been active for decades. Mike will continue to propose changes in other standards catalogs — such as ASTM, ASHRAE and ICC — which may be more responsive to best practice assertions. Ultimately, improvements will require state public utility commission regulations — and we support increases in tariffs so that utilities can afford these improvements.
Mike needs help from IEEE Piscataway on standard WordPress theme limitations for the data collection platform.
Mike will update the campus power outage database.
Healthcare:
Giuseppe Parise’s recent work in Italian power grid to its hospitals, given its elevated earthquake risk. Mike’s review of Giuseppe’s paper:
Mike and David Shipp will prepare a position paper for the Harvard Healthcare Management Journal on reliability advantages of impedance grounding for the larger systems.
The Internet of Bodies
Forensics:
Giuseppe’s session was noteworthy for illuminating the similarity and differences between the Italian and US legal system in handling electrotechnology issues.
Mike will restock the committee’s library of lawsuits transactions.
Ports:
Giuseppe updates on the energy and security issues of international ports. Mike limits his time in this committee even though the State of Michigan has the most fresh water international ports in the world.
A PROPOSED GUIDE FOR THE ENERGY PLAN AND ELECTRICAL INFRASTRUCTURE OF A PORT
Other:
Proposals to the 2028 National Electrical Safety Code: Accepted Best Practice, exterior switchgear guarding, scope expansion into ICC and ASHRAE catalog,
Apparently both the Dot Standards and the Color Books will continue parallel development. Only the Gold Book is being updated; led by Bob Arno. Mike admitted confusion but reminded everyone that any references to IEEE best practice literature in the NFPA catalog, was installed Mike himself (who would like some backup help)
Mike assured Christel Hunter (General Cable) that his proposals for reducing the 180 VA per-outlet requirements, and the performance-base design allowance for building interior feeders do not violate the results of the Neher-McGrath calculation used for conductor sizing. All insulation and conducting material thermal limits are unaffected.
Other informal discussions centered on the rising cost of copper wiring and the implications for the global electrotechnical transformation involving the build out of quantum computing and autonomous vehicles. Few expressed optimism that government ambitions for the same could be met in any practical way.
Are students avoiding use of Chat GPT for energy conservation reasons? Mike will be breaking out this topic for a dedicated standards inquiry session:
“Thammasat University has introduced an adaptive climate solution with Asia’s largest organic rooftop farm, the Thammasat University Rooftop Farm or TURF. Designed by LANDPROCESS, the $31 million TURF incorporates sustainable food production, renewable energy, organic waste, water management, and public space within its 22,000 square meters. A century ago, King Rama the fifth created the Rangsit rice plantations and a vast network of canals here, but it was paved over as Bangkok expanded. Integrating landscape architecture with the ingenuity of traditional rice terraces, the rooftop farm is an excellent example of cultural adaptation and reuse. Carved into the mountainous architecture, TURF maximizes the terrain to create multi-functional public spaces. Employing modern greenroof technology, diverse cascading plantations mitigate flood risks while growing food to feed the community.
Located at the main axis of the campus, the H-shape architecture stands for Humanity, divided into four equally-accessible sections representing a core element of democracy— people, liberty, equality, and fraternity. At the ground entrance a terraced amphitheater welcomes everyone, and a large sky amphitheater rewards those who climb to the top, offering a 360-degree panoramic view of Bangkok. As rainwater zigzags down the slopes, each level of TURF harvests runoff, forming unique micro-watersheds. At the end of its journey, four retention ponds at each wing mitigate and store excessive rainfall, capable of holding up to almost 3.1 million gallons of water once combined. And, the roof is equipped with solar panels which can produce up to 500,000 watts per hour to irrigate the urban farm from the retaining ponds and power the building beneath it.
TURF grows more than 40 edible species, including rice, indigenous vegetables and herbs, and fruit trees. Up to 20 tons or 80,000 meals of organic food are produced each year. TURF provides a platform to learn and share across various disciplines, and 12 individually designed areas on the slopes serve as oval-shaped outdoor classrooms. Through year-round workshops on sustainable agriculture, it leaves newfound knowledge for 40,000 campus residents and the surrounding community to use at home. Lessons on Thai agriculture, landscape, and native soil are embedded into the 1.7-acre Thammasat University Urban Rooftop Farm, educating future leaders to adapt and embrace climate challenges by building sustainable cities for generations to come.
* Click here: https://www.greenroofs.com/projects/t… to see more information about this project in The International Greenroof & Greenwall Projects Database http://www.greenroofs.com/projects/. Did we miss your contribution? Please let us know to add you to the profile. Would you like one of your projects to be featured? We have to have a profile first! Submit Your Project Profile https://www.greenroofs.com/submit-pro….
Greenroofs.com Featured Project 2/16/21 Thammasat University Rooftop Farm (TURF) video credit: LANDPROCESS; photo credits via V2COM: LANDPROCESS; Panoramic Studio / LANDPROCESS; and Panoramic Studio / LANDPROCESS / Dsignsomething; Dsignsomething / Jinnawat Borihankijanan.”
Large Language Models have propelled the rapid development of artificial intelligence technology, greatly expanding the boundaries of machine intelligence. Global tech giants and innovative enterprises are intensively deploying strategies around LLMs. As products based on LLMs are continuously launched and iterated, the evaluation of their capabilities has gradually become the focus of the industry. However, how to conduct a systematic, comprehensive evaluation and quantification of LLMs through unified evaluation criteria still requires in-depth exploration. Some enterprises and institutions have established relevant evaluation benchmarks and rankings for general large models in fields such as education and finance but there is still a lack of guidance for LLMs in the electric power industry.
The electric power industry, a key sector related to the global economy and people’s livelihood, is rich in professional knowledge and business logic. The evaluation of LLMs in this sector should focus on issues such as what power-specific capabilities large language models should possess, the level these capabilities should reach, how to construct industry evaluation datasets, and how to conduct objective evaluations, so as to form evaluation guidelines.
The aim is to use these guidelines to provide comprehensive, professional, objective, and scientific evaluation results for LLMs in the electric power sector, understand the boundaries of their professional capabilities, and guide the research, development, optimization, and application of LLMs. However, the existing evaluation standards for general LLMs are difficult to assess the capabilities of LLMs in the electric power sector comprehensively and thoroughly. Therefore, it is necessary to construct an evaluation system for LLMs in the electric power sector , tailored to industry-specific characteristics, and to formulate corresponding evaluation guide.
New update alert! The 2022 update to the Trademark Assignment Dataset is now available online. Find 1.29 million trademark assignments, involving 2.28 million unique trademark properties issued by the USPTO between March 1952 and January 2023: https://t.co/njrDAbSpwBpic.twitter.com/GkAXrHoQ9T
