ECONOMIC MODEL & OPERATIONS

Measure value. Verify results.

Evaluate each project using measured energy, resource availability and service performance. Compare a documented baseline with observed results under the same operating boundary. No fixed returns or financialized compute assets are implied.

Discuss a project Explore nodes

AI scientific illustration · Not measured data or product specifications

24-hour compute-power model

Illustrative model, not live data, a DCP benchmark or a return promise. Compare power, grid energy and electricity cost at equal daily work.

Flexible workload 60%Solar peak 100 kW

Inspect hour 12:00

Compute energy (unchanged)

480 kWh

Scheduled grid energy

1,788 kWh

Energy-charge difference

81.6 CNY

Grid peak (before → after)

125 → 114 kW

Site power and solar output / kW

OriginalScheduledSolar

Swipe the chart or use the hour slider above to inspect values.

12:00 · Original 115 kW · Scheduled 103 kW · Solar 100 kW

Hourly grid import / kW

OriginalScheduled

Swipe the chart or use the hour slider above to inspect values.

12:00 · Original 15 kW · Scheduled 3 kW

Daily energy charge / CNY

Original1,271.2

Scheduled1,189.6

02,400 CNY

Same tariffs and daily energy; grid energy charges only.

Scheduled energy supply / kWh

Grid: 1,788 kWh
On-site solar: 762 kWh
Total site energy: 2,550 kWh

Solar consumed + grid imports = site demand. Surplus solar earns no revenue in this model.

Assumptions, limitations and hourly data

Synthetic day, 1-hour steps. Fixed load: 95 kW at 08–17, 105 kW at 18–21, otherwise 70 kW. Original compute: 20 kW × 24 h. Movable work is ready at 00:00 and due by 24:00. Site limit: 160 kW. Assign 1 kWh increments by marginal grid cost. Illustrative tariffs: 0.4 at 00–06 and 23, 1.1 at 17–21, otherwise 0.7 CNY/kWh, not a regional tariff. Excludes migration overhead, demand charges, storage, depreciation, taxes, export revenue and emissions. Peak reduction is not the objective; grid peak may increase. Solar follows a synthetic sine curve.

Illustrative raw data · kW / CNY per kWh
Hour	Original	Scheduled	Solar	Grid·before	Grid·after	Tariff
0	90	114	0	90	114	0.4
1	90	114	0	90	114	0.4
2	90	114	0	90	114	0.4
3	90	114	0	90	114	0.4
4	90	114	0	90	114	0.4
5	90	114	0	90	114	0.4
6	90	114	0	90	114	0.4
7	90	78	26	64	52	0.7
8	115	103	50	65	53	0.7
9	115	103	71	44	32	0.7
10	115	103	87	28	16	0.7
11	115	103	97	18	6	0.7
12	115	103	100	15	3	0.7
13	115	103	97	18	6	0.7
14	115	103	87	28	16	0.7
15	115	103	71	44	32	0.7
16	115	103	50	65	53	0.7
17	115	103	26	89	77	1.1
18	125	113	0	125	113	1.1
19	125	113	0	125	113	1.1
20	125	113	0	125	113	1.1
21	125	113	0	125	113	1.1
22	90	78	0	90	78	0.7
23	90	114	0	90	114	0.4

SYSTEM PATH

A clear path from inputs to evidence.

01 / Energy value

Use load forecasts, demand management and equipment analysis to identify efficiency opportunities. Recommendations depend on local tariffs, equipment constraints and authorized operating windows.

Peak and off-peak demand

Demand management

Storage availability

Energy and carbon records

02 / Compute value

Place eligible inference, caching, retrieval and lightweight tasks near their data sources. Evaluate network transfer, latency and resource use before deciding which workloads to move.

Local task share

Node utilization

Network latency

Energy per task

03 / Operating value

Track device health, available capacity, response records, maintenance and service levels. Use the evidence for capacity planning and project-level cost allocation.

Equipment availability

Dispatchable capacity

Maintenance closure

Project cost accounting

COORDINATION ARCHITECTURE

Clear responsibilities. Coordinated operation.

Metering and site state

Energy and compute metrics

Project cost model

Service evaluation

Customer reports and audits

Agree on equipment, interfaces, retention periods, approvals and operating metrics at project initiation. Performance is verified through site measurements and acceptance testing.

CONTINUE EXPLORING

Explore related topics

Node systems ←

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Hardware and everyday applications

Compute and energy coordination
Explore design connections between compute nodes, storage and energy scheduling. AI-generated scene concept, not a photograph or a delivered customer case.

Workstation experiment space
A workbench explores local models, creative tasks and equipment selection. AI-generated scene concept, not a photograph or a delivered customer case.

Illustrative raw data · kW / CNY per kWh

Hour

Original

Scheduled

Solar

Grid·before

Grid·after

Tariff

114

0.4

114

0.4

114

0.4

114

0.4

114

0.4

114

0.4

114

0.4

0.7

115

103

0.7

115

103

0.7

115

103

0.7

115

103

0.7

115

103

100

0.7

115

103

0.7

115

103

0.7

115

103

0.7

115

103

0.7

115

103

1.1

125

113

125

113

1.1

125

113

125

113

1.1

125

113

125

113

1.1

125

113

125

113

1.1

0.7

114

0.4

Clear responsibilities. Coordinated operation.

Metering and site state

Energy and compute metrics

Project cost model

Service evaluation

Customer reports and audits

Agree on equipment, interfaces, retention periods, approvals and operating metrics at project initiation. Performance is verified through site measurements and acceptance testing.

Hour	Original	Scheduled	Solar	Grid·before	Grid·after	Tariff
0	90	114	0	90	114	0.4
1	90	114	0	90	114	0.4
2	90	114	0	90	114	0.4
3	90	114	0	90	114	0.4
4	90	114	0	90	114	0.4
5	90	114	0	90	114	0.4
6	90	114	0	90	114	0.4
7	90	78	26	64	52	0.7
8	115	103	50	65	53	0.7
9	115	103	71	44	32	0.7
10	115	103	87	28	16	0.7
11	115	103	97	18	6	0.7
12	115	103	100	15	3	0.7
13	115	103	97	18	6	0.7
14	115	103	87	28	16	0.7
15	115	103	71	44	32	0.7
16	115	103	50	65	53	0.7
17	115	103	26	89	77	1.1
18	125	113	0	125	113	1.1
19	125	113	0	125	113	1.1
20	125	113	0	125	113	1.1
21	125	113	0	125	113	1.1
22	90	78	0	90	78	0.7
23	90	114	0	90	114	0.4

Hour	Original	Scheduled	Solar	Grid·before	Grid·after	Tariff
0	90	114	0	90	114	0.4
1	90	114	0	90	114	0.4
2	90	114	0	90	114	0.4
3	90	114	0	90	114	0.4
4	90	114	0	90	114	0.4
5	90	114	0	90	114	0.4
6	90	114	0	90	114	0.4
7	90	78	26	64	52	0.7
8	115	103	50	65	53	0.7
9	115	103	71	44	32	0.7
10	115	103	87	28	16	0.7
11	115	103	97	18	6	0.7
12	115	103	100	15	3	0.7
13	115	103	97	18	6	0.7
14	115	103	87	28	16	0.7
15	115	103	71	44	32	0.7
16	115	103	50	65	53	0.7
17	115	103	26	89	77	1.1
18	125	113	0	125	113	1.1
19	125	113	0	125	113	1.1
20	125	113	0	125	113	1.1
21	125	113	0	125	113	1.1
22	90	78	0	90	78	0.7
23	90	114	0	90	114	0.4

Hour	Original	Scheduled	Solar	Grid·before	Grid·after	Tariff
0	90	114	0	90	114	0.4
1	90	114	0	90	114	0.4
2	90	114	0	90	114	0.4
3	90	114	0	90	114	0.4
4	90	114	0	90	114	0.4
5	90	114	0	90	114	0.4
6	90	114	0	90	114	0.4
7	90	78	26	64	52	0.7
8	115	103	50	65	53	0.7
9	115	103	71	44	32	0.7
10	115	103	87	28	16	0.7
11	115	103	97	18	6	0.7
12	115	103	100	15	3	0.7
13	115	103	97	18	6	0.7
14	115	103	87	28	16	0.7
15	115	103	71	44	32	0.7
16	115	103	50	65	53	0.7
17	115	103	26	89	77	1.1
18	125	113	0	125	113	1.1
19	125	113	0	125	113	1.1
20	125	113	0	125	113	1.1
21	125	113	0	125	113	1.1
22	90	78	0	90	78	0.7
23	90	114	0	90	114	0.4

Hour	Original	Scheduled	Solar	Grid·before	Grid·after	Tariff
0	90	114	0	90	114	0.4
1	90	114	0	90	114	0.4
2	90	114	0	90	114	0.4
3	90	114	0	90	114	0.4
4	90	114	0	90	114	0.4
5	90	114	0	90	114	0.4
6	90	114	0	90	114	0.4
7	90	78	26	64	52	0.7
8	115	103	50	65	53	0.7
9	115	103	71	44	32	0.7
10	115	103	87	28	16	0.7
11	115	103	97	18	6	0.7
12	115	103	100	15	3	0.7
13	115	103	97	18	6	0.7
14	115	103	87	28	16	0.7
15	115	103	71	44	32	0.7
16	115	103	50	65	53	0.7
17	115	103	26	89	77	1.1
18	125	113	0	125	113	1.1
19	125	113	0	125	113	1.1
20	125	113	0	125	113	1.1
21	125	113	0	125	113	1.1
22	90	78	0	90	78	0.7
23	90	114	0	90	114	0.4

Measure value. Verify results.

24-hour compute-power model

A clear path from inputs to evidence.

Clear responsibilities. Coordinated operation.

Explore related topics

Hardware and everyday applications

Compute and energy coordination

Workstation experiment space

Measure value. Verify results.

24-hour compute-power model

A clear path from inputs to evidence.

Clear responsibilities. Coordinated operation.

Explore related topics

Hour	Original	Scheduled	Solar	Grid·before	Grid·after	Tariff
0	90	114	0	90	114	0.4
1	90	114	0	90	114	0.4
2	90	114	0	90	114	0.4
3	90	114	0	90	114	0.4
4	90	114	0	90	114	0.4
5	90	114	0	90	114	0.4
6	90	114	0	90	114	0.4
7	90	78	26	64	52	0.7
8	115	103	50	65	53	0.7
9	115	103	71	44	32	0.7
10	115	103	87	28	16	0.7
11	115	103	97	18	6	0.7
12	115	103	100	15	3	0.7
13	115	103	97	18	6	0.7
14	115	103	87	28	16	0.7
15	115	103	71	44	32	0.7
16	115	103	50	65	53	0.7
17	115	103	26	89	77	1.1
18	125	113	0	125	113	1.1
19	125	113	0	125	113	1.1
20	125	113	0	125	113	1.1
21	125	113	0	125	113	1.1
22	90	78	0	90	78	0.7
23	90	114	0	90	114	0.4

Hour	Original	Scheduled	Solar	Grid·before	Grid·after	Tariff
0	90	114	0	90	114	0.4
1	90	114	0	90	114	0.4
2	90	114	0	90	114	0.4
3	90	114	0	90	114	0.4
4	90	114	0	90	114	0.4
5	90	114	0	90	114	0.4
6	90	114	0	90	114	0.4
7	90	78	26	64	52	0.7
8	115	103	50	65	53	0.7
9	115	103	71	44	32	0.7
10	115	103	87	28	16	0.7
11	115	103	97	18	6	0.7
12	115	103	100	15	3	0.7
13	115	103	97	18	6	0.7
14	115	103	87	28	16	0.7
15	115	103	71	44	32	0.7
16	115	103	50	65	53	0.7
17	115	103	26	89	77	1.1
18	125	113	0	125	113	1.1
19	125	113	0	125	113	1.1
20	125	113	0	125	113	1.1
21	125	113	0	125	113	1.1
22	90	78	0	90	78	0.7
23	90	114	0	90	114	0.4