Knowledge and Energy — Applied Module ZE-01. Presentation

Slide 1

CITY OF KNOWING

Conceptual image, not master plan.

EQUILIBRIUM

NEW

WORLD CONTRIBUTION

KNOWLEDGE

AND ENERGY

Knowledge gives direction.

Energy provides action.

Slide 2

EQUILIBRIUM / PARADIGM CHANGE

Changing the criterion of success

Not more resources in themselves, but a better solution and verifiable benefit.

Project proposal ZE-01 • Version 1.0

Number of documents

→

Applied and verified knowledge

Installed capacity

→

Reliable service and reasonable costs

Dispersed projects

→

Linked data, resources and responsibility

One place in the rating

→

Development profile and quality of evidence

Man and the natural environment are the recipients of the result, not the residual article of the project.

Slide 3

EQUILIBRIUM / WORLD CONTEXT

Computing and energy require a common plan

IEA, April 2026: global electricity consumption by data centres.

Source: IEA, Key Questions on Energy and AI, 16.04.2026 [И1]

2025

485

TWt·h

Consumption estimates

2030

950

TWt·h

Central projection

→

This is the entire data center sector, not just AI.

The forecast is not the result achieved or the calculation of our pilot.

Output for ZE-01: First a confirmed problem, then a computational power.

Slide 4

EQUILIBRIUM / ARCHITECTURE

The two paths converge in one solution.

Knowledge justifies action. Energy provides the right service.

Project proposal ZE-01 • Version 1.0

CONTOUR OF KNOWLEDGE

Archive → Academy → GRID

Source • method • competence

Scenarios and Reproducible Calculation

CONTOUR OF ENERGY

Need → record → supply

Profile • reliability • service

Service and physical resources

SOLUTION → ACTION → NOTE

The measurement of the result and the evidence are returned to the Archives and related balances.

Slide 5

EQUILIBRIUM / HERITAGE ARCHIVE

Archive — current development infrastructure

We preserve not only the result, but also the origin, rights, method and history of application.

Methodological references: PREMIS [И3], W3C PROV-O [И4] • Project ZE-01

Appointments

Original

and Source

Description

Object

and version

Verification

Status

and comments

Rights

Mode

Access

Saving

Copies

and integrity

Application

Programme

or solution

100

objects in the pilot collection

10 connections with application

+ Recovery test

Proposed objectives of the pilot. The integrity of the file is not equal to the truth of the content.

Slide 6

EQUILIBRIUM / ACADEMY AND SCIENCE

Knowledge becomes competence and technology

Openness, verification of applicability and rights to result are considered jointly.

Methodological reference: UNESCO, Recommendation on Open Science [І2]

Energy literacy

Energy Balance Workshop

and confirmation of the result.

Biocenoses and engineering environment

Field data, microclimate, water

and limited monitoring tasks.

Materials of the New Order

Ceramics and synthetic crystals:

requirement → test → application.

Culture and heritage

Archival collections and history of decisions

in educational and scientific programs.

Scientific result: question, method, data, verification and limit of applicability.

Slide 7

EQUILIBRIUM / COMPUTER GRID

The metacomputer starts with a confirmed task

Distributed computing is a means of work, not a mandatory mega-building.

Project proposal ZE-01 • Version 1.0

Archive, passport indicator,

simple model and magazine

Decisions taken.

Partner Resources

Allowed Tasks

in the existing sites.

Contract and Repeatability.

Specialized Node

New capacity only

After checking the demand,

Full costs and restrictions.

The job has input data, a version of the method, a time frame, quality and resource limit.

Slide 8

EQUILIBRIUM / ENERGY CONTOUR

First the service. Then profile and technology.

The capacity and composition of the equipment is determined by the survey, not by the image of the future.

Project proposal ZE-01 • Version 1.0

Need

Who gets the service

and when you need it.

Criticism

What can not be interrupted

How to safely stop.

Measurement

Boundary, instrument, interval,

unit and data quality.

Reduction of losses

Service and modes

the same quality of service.

Supply

Network, generation and accumulation

by comparison.

Operation

Responsible, repair,

Reserve and full costs.

One agreed engineering node is the sufficient scale of the launch prototype.

Slide 9

EQUILIBRIUM / ENERGY BALANCE

One boundary. One period. No double counting.

ILLUSTRATIVE EXAMPLE • Electricity over one day at the common bus, kW·h.

Project proposal ZE-01 • Version 1.0

INCOME

COST

Import from the network

630

Local generation

450

Discharge of the storage device

160

Payload

1 000

Battery Charge

200

Exports

Network losses

1 240

The energy stored did not change over the day. Losses in its cycle: 200 − 160 = 40 kW·h.

This is a demonstration of arithmetic, not the parameters of Safari Park or the scheme of its supply.

Slide 10

EQUILIBRIUM / ECO-PPA AND FUNDS

Binding obligations, sharing treaties

Energy PPA and design frame ECO-PPA are not identical.

Energy Source PPA: World Bank [I6] • Architecture ECO-PPA — project proposal

Energy

Volume, profile,

quality, accounting,

price and responsibility.

Knowledge

Materials, licenses,

calculations, training

and acceptance of the result.

Measurement

Base, period,

Modification of conditions

and effect check.

Continuity

Preservation of the Archive,

service,

Output and portability.

Target Knowledge Budget

Energy Sustainability Target Budget

Savings ≠ revenue. A future impact ≠ money already received.

Slide 11

EQUILIBRIUM / 19 RELATED

B01-B19: keep the common language of the project

Energy, knowledge and social effect are related, but do not add up as one quantity.

Basis: the original “New World Order — EQUILIBRIUM” concept, B01–B19

B01

Finance

B02

Materials

B03

Energy

B04

Production capacity

B05

Equipment

B06

Workforce

B07

Science

B08

Technology

B09

Infrastructure

B10

Transport

B11

Logistics

B12

Land

B13

Water

B14

Ecology

B15

Carbon

B16

Data

B17

Social impact

B18

Security

B19

Strategic development

Physical flow → B03. Cost → B01. Scientific result → B07. Benefit → B17.

Slide 12

EQUILIBRIUM / THINKING FLOW

Nine registers of one decision

The signal, choice, action and proof are connected by constant identifiers.

Basis: the original EQUILIBRIUM concept, R01–R09 • Application to ZE-01

R01

Observations

What's discovered?

R02

Themes

Why is it important?

R03

Classification

What does it relate to?

R04

Scripts

What are the options?

R05

Decisions

Who and what was chosen?

R06

Actions

Who and when performs?

R07

Results

What's changed?

R08

Evidence

What's confirmed?

R09

Connections

What's the connection?

The archive preserves the versions and bases. The accounting team checks the consistency.

Slide 13

EQUILIBRIUM / ORION22:22

Do not mix layers, balances and indicators

Five levels of work: from meaning to memory. Different numbers are different directories.

Project proposal ZE-01 • Version 1.0

MEANING

→

KNOWLEDGE

→

DECISION

→

ACTION

→

MEMORY

Axis Classification

Description of object and context

interconnected balances

Resources and implications

260

indicators in the plan

Not a condition for starting a prototype

ZE-01

Application Starter Kit

19 Human Standards and Cultural Outline 20 × 13 retain individual appointments.

Slide 14

EQUILIBRIUM / MULTI-DIME RATINGS

We show the profile, and do not hide the differences on average

We save ten Orion dimensions. The pilot's actual estimates have not yet been calculated.

Basis: ORION profile [П3] • Methodological reference: OECD / EC-JRC [И7]

Human potential

Quality of life

Nature and biocenoses

Education and science

Technology and innovation

Culture and heritage

Social sustainability

Economy

Cooperation

Long-term sustainability

Next to the assessment

Source

Period and boundary

Physical significance

Data completeness

Limitations

No data is zero. A high score does not negate safety requirements and people’s rights.

Slide 15

EQUILIBRIUM / 12 STARTING INDICATORS

Passport is more important than a beautiful chart

Each indicator has a formula, source, period, owner and verification status.

Project proposal ZE-01 • Version 1.0

KNOWLEDGE

ZE-K01

Archive Description

ZE-K02

Re-application

ZE-K03

Verified results

ZE-K04

Skill development

ENERGY

ZE-E01

Interruptions of services

ZE-E02

Energy per unit of service

ZE-E03

Maximum power

ZE-E04

Reduction of consumption

SUSTAINABILITY

ZE-S01

Covering costs

ZE-N01

Water per unit of service

ZE-D01

Data completeness

ZE-C01

Joint tasks

All base values according to the site. The unknown is not replaced by a conditional zero.

Slide 16

EQUILIBRIUM / EFFECT MEASUREMENT

Compare not just "before" and "after", but a comparable base

CONDITIONAL EXAMPLE • One month • Numbers do not apply to Safari Park.

Methodological benchmark of measurement and verification: FEMP M&V Guidelines 5.0 [Y5]

Adjusted base

125

MW·h (120 + 5)

After the event

105

MW·h

Decline

16%

20 MWh

At an illustrative 8 rubles/kWh: a 160 000-ruble change in the energy component.

This is not a profit: additional costs and the structure of the account are taken into account separately.

A monthly example cannot be automatically carried forward for a year or used as a promise.

Slide 17

EQUILIBRIUM / SELECTION SCENARIO

First, compare the three options.

The same requirements for service, safety and natural environment.

Project proposal ZE-01 • Version 1.0

Basic mode

Continuation of work

with necessary

service.

Point of comparison.

Accounting and efficiency

Observations, schedules,

elimination of losses

and verifiable changes.

Verified first step.

Additional sources

Variant B +

or accumulation,

If it's justified.

Separate justification.

The decision is made at full cost, reliability, limitations and data quality.

Slide 18

EQUILIBRIUM / SAFARI PARK — CITY OF KNOWLEDGE

Natural Core, Academy and Application Node

We check the general model on a limited scale, preserving the natural environment.

Basis: “Safari Park — City of Knowledge”, 05.09.2026 [П2] • Development of module ZE-01

The Natural Core

Biocenoses, routes,

Field observations

and family programs.

Academy and Archive

Training workshops,

Research, Heritage

and scientific partners.

Engineering Node

Energy metering,

scenarios and verification

Quality of the required service.

Large city functions - on separately agreed platforms.

The start of the pilot does not require continuous development of the natural core.

Observation → learning → research → decision → measurement → Archive.

Slide 19

EQUILIBRIUM / PILOT PASSPORT ZE-01

90 days: what is proposed to be presented for inspection

The criteria below are project objectives, not achieved results and not industry standards.

Project proposal ZE-01 • Version 1.0

100

Descriptive

Archival Objects

Consistently

Days of observation

Comparable

script

conducted

Training programmes

Passports

indicators

Permitted

the Engineering Unit

Advanced: ≥95% Valid intervals, 10 connection with the application, check recovery.

Slide 20

EQUILIBRIUM / ROAD CARD

From Agreed Borders to Verified Dossier

90 days are counted after the approval of the team, access and budget.

Project proposal ZE-01 • Version 1.0

1–15

Boundaries and Responsibility

Select the node.

Checking the rights.

Approve the passport

and a measurement plan.

16–35

Data and programs

Run the account.

Describe the collection.

Approve indicators

and training materials.

36–60

Scenarios and practices

Gather observations.

Compare the options.

Run Programs

and recovery.

61–90

Verification and solution

Repeat the calculations.

Close the comments.

Generate profile

and the next stage.

On day 90: dossier, verification, costs, risks and the decision to continue, refine or stop.

Slide 21

EQUILIBRIUM / MANAGEMENT AND PROTECTION

The person is responsible for the decision. The system maintains its foundations.

The roles and order of verification are fixed before the start of work.

Project proposal ZE-01 • Version 1.0

Who is responsible

Customer - purpose and budget

Archive — origin and rights

Operator — operation and data

IAC - methodology and scenarios

Reviewer - independent review

What cannot be compensated

Security breach

Unacceptable impact on nature

Lack of right to use

Data exchange and double counting

Opaque restriction of human rights

Knowledge archive and energy sustainability have separate target budgets.

Slide 22

EQUILIBRIUM / TERRITORIES NETWORKS

We will only replicate the solutions after verification

Compatibility of data and programs does not require the centralization of property.

Project proposal ZE-01 • Version 1.0

UZEL

Method

and proof

→

CITY OF KNOWING

Programmes

and related services

→

REGION

Cooperation

and training

→

PARKS OF PEACE

International

Research and Exchange

At each site, the rights, needs, base,

personnel, resources, security and the admissibility of data exchange.

Knowledge makes decisions portable. Energy is the local reliability of services.

Slide 23

EQUILIBRIUM / START SOLUTION

ZE-01 is not a mega-building

The next result of the project is a verified dossier of a limited pilot.

Project proposal ZE-01 • Version 1.0

Agree

The goal, the border,

participants, access,

responsible and budget.

Verify

Archive, measurements,

12 passports, scenarios

and acceptance criteria.

Solve

Continue, refine,

Limit or stop

Based on the audit.

KNOWLEDGE → JUSTIFICATION → ENERGY → ACTIVITY → USE

The grounds and the result return to the Archive - the next cycle begins with better knowledge.

Slide 24

EQUILIBRIUM / BASIS AND STATUS

Primary sources and project materials

Verified 05.09.2026. References do not imply approval of the project by the designated organizations.

Concept 1.0 • 24 slides • Main texts and diagrams are editable

[I1]

IEA · Key Questions on Energy and AI · 2026

The global context

[I2]

UNESCO · Recommendation on Open Science · 2021

Open Science

[I3]

Library of Congress · PREMIS 3.0

Save Metadata

[I4]

W3C · PROV-O · Recommendation

Origin of data

[I5]

U.S. DOE / FEMP · M&V Guidelines 5.0

Measurement and verification

[I6]

World Bank · Power Purchase Agreements

Instrument

[I7]

OECD / EC-JRC · Composite Indicators · 2008

Methodology of indicators

The project is based on two Word documents and the presentation “New Order — ORION22:22”,

prepared on 05.09.2026. The names of 19 balances and nine registers are preserved.

Fact with source • Project proposal • Conditional example • Result after verification